Enzymatic hydrolysis of old corrugated cardboard (OCC) fines from recycled linerboard mill waste rejects

Information

  • Patent Grant
  • 9951363
  • Patent Number
    9,951,363
  • Date Filed
    Friday, March 13, 2015
    9 years ago
  • Date Issued
    Tuesday, April 24, 2018
    6 years ago
  • Inventors
  • Original Assignees
    • The Research Foundation for the State University of New York College of Environmental Science and Forestry (Syracuse, NY, US)
  • Examiners
    • Kim; Alexander D
    Agents
    • Hoffberg; Steven M.
    • Tully Rinckey PLLC
Abstract
A significant fraction of short fibers (fines) is produced while recycling Old Corrugated Containerboards (OCC), which are usually rejected as solid waste stream, requiring landfilling and posing environmental problems. The major component of these fines rejects are primarily cellulose that can be hydrolyzed into sugars for possible fermentation into biofuels, bioplastics or other sugar based products. Use of fines also offers benefits such as negative costs and production of fermentable sugars without requiring complex pretreatment processes, now required to hydrolyze and eliminate inhibitors from hydrolyzate. Enzymatic hydrolysis of reject fines from a recycled OCC mill, employing different strains of cellulases, were investigated. Fillers (up to 30 mass %) in the fines increases the required dosage of enzymes and costs. Enzyme loading can be lowered by addition of surfactants to reduce their inhibitory activity. The nonionic surfactant Triton X-80 improved hydrolysis yields by up to 10 percent points.
Description
FIELD OF THE INVENTION

This invention relates to processing of cellulosic solid waste from paper related industries for extraction of fermentable sugars.


BACKGROUND OF THE INVENTION

Rising oil prices, unstable supply and the demand for sustainable environmental friendly energy sources has increase the interest in research and development of bio-energy sources such as bio-ethanol. Carbohydrates are a natural resource commonly available as lignocellulosic biomass that can be hydrolyzed into sugars to be further converted via fermentative or thermochemical processes into useful products [1]. Among the important products that can be derived are ethanol (cellulosic), butanol and similar advanced fuels, platform chemicals such as acetone, furfural, levulinic acid, gamma valerolactone and bioplastics such as polyhydroxy butyrates or valerates [1-3]. These products are a substitute for fossil fuels or starch based carbohydrates, thus providing an alternate sustainable resource. The plastics are biodegradable and thus are beneficial to the environment in comparison to petrochemicals and their derivatives [4]. Cellulosic biomass is a promising material for bio-energy that avoids the usage of corn and other food grains and thus avoids the necessity of competing with edible sugars.


One of the biggest markets using cellulosic biomass is the pulp and paper industry. The global production of paper and paperboard was 403 million tons in 2011. This amount is about 30% of the industrial round-wood. The recycling rate of paper has been gradually increasing from 50% in 2007 to 53% in 2011. North America now has the highest recovery rate (64% in 2011), followed by Europe (58%) and the Asia-Pacific region (48%) [5]. This process of recycling pulp and papers is to reduce cost and to have a sustainable environmental policy. [6-8].


Repeated recycling of pulp decreases the length of fibers which become shorter and stiffer, losing their ability to bond within the paper sheet. At a certain stage, their net contribution to the sheet becomes negative and they need to be rejected. These short fibers known as fines are recovered from the wastewater stream and typically sent to landfills. The solid residue can also be applied for land use or animal bedding [9-12]. However, the fines can be a very useful resource for sugar production because they are predominantly composed of cellulose which could be converted into glucose and other monomeric sugars. Currently, some paper companies pay $25 to $80/(wet) ton for disposal of the fines [9, 13, 14]. Besides their cost advantage, the supply of fines from paper mills is fairly homogeneous and thus there is minimal influence of seasonal or weather related supply challenges compared to other agricultural biomass [6, 8].


A number of different processes including incineration, gasification and pyrolysis may be used for treating this waste fines stream [10]. However, given their energy consumption and complex processes, direct hydrolysis of the cellulose into sugars can be particularly attractive due to the simplicity of the process and ready use of the sugar solution after concentration [15]. These sugars can be used as a feedstock for conversions into biofuels and bioplastics such as polyhydroxy alkanoates or into platform chemicals such as succinic acid, lactic acid, levulinic acid and furfurals [1, 16-18].


Of the varieties of papermill fines rejects, those from recycled pulp mills using old corrugated cartons are particularly important. Some modern OCC mills find that rejecting ‘inactive’ fines into the waste stream can be more profitable than using them in the manufactured product, particularly recycled linerboard. The reject stream thus contains higher cellulosic fines contents and typically lower minerals than deinked pulp rejects in the waste streams of fine papers or tissue mills.


Lignocellulosic materials are excellent sources for energy products, platform chemicals and bioplastics. Sugars produced by the degradation of carbohydrate polymers can be fermented into ethanol and butanol as energy sources. Sugars and cellulose degradation compounds can serve as platform chemicals in the production of bulk chemicals and they can also be used as feedstocks for microbial production of plastics such as polyhydroxy alkanoates (PHA).


The waste stream from recycled paper mills contains cellulosic fines and also particles of mineral origin, typically clay or calcium carbonate from the fillers and coatings used in the waste paper. The cellulosic fines are easily hydrolyzable by either acid or enzymatic processes. In the enzymatic process, a cocktail of cellulose enzymes acts progressively and sequentially to open up the cellulose crystalline structure and depolymerize it, producing monomeric sugars. The sugars are primarily glucose and certain other common hexoses which are fermentable into ethanol, butanol or other products, leading to bioplastics such as polyhydroxy alkanoates (PHA).


See, U.S. Pat. Nos. and Published patent application Nos. 8,395,023; 8,394,617; 8,394,616; 8,389,260; 8,389,259; 8,389,258; 8,389,257; 8,389,256; 8,389,255; 8,389,254; 8,377,659; 8,372,598; 8,367,819; 8,362,322; 8,361,767; 8,361,762; 8,357,523; 8,354,263; 8,343,747; 8,334,430; 8,328,947; 8,323,947; 8,318,461; 8,317,975; 8,309,328; 8,298,802; 8,298,799; 8,298,795; 8,293,508; 8,288,148; 8,288,144; 8,283,150; 8,278,260; 8,278,079; 8,273,559; 8,257,959; 8,247,647; 8,247,203; 8,241,881; 8,241,461; 8,236,551; 8,236,546; 8,236,542; 8,236,535; 8,232,080; 8,227,236; 8,217,227; 8,216,815; 8,212,087; 8,206,964; 8,206,963; 8,202,831; 8,202,709; 8,192,968; 8,178,336; 8,173,410; 8,168,038; 8,158,397; 8,148,579; 8,148,133; 8,143,480; 8,143,050; 8,142,620; 8,133,711; 8,119,385; 8,114,974; 8,114,655; 8,101,398; 8,101,393; 8,101,024; 8,097,445; 8,097,442; 8,093,037; 8,092,647; 8,083,906; 8,080,398; 8,071,351; 8,071,349; 8,067,222; 8,063,201; 8,061,362; 8,043,839; 8,043,837; 8,034,592; 8,030,050; 8,017,820; 8,017,372; 8,008,056; 7,998,711; 7,993,898; 7,993,890; 7,993,463; 7,981,646; 7,981,644; 7,981,643; 7,977,450; 7,972,832; 7,967,904; 7,964,383; 7,960,528; 7,960,160; 7,960,151; 7,960,148; 7,960,146; 7,954,734; 7,951,571; 7,951,570; 7,947,813; 7,946,295; 7,943,363; 7,939,488; 7,932,072; 7,932,065; 7,931,784; 7,927,854; 7,923,236; 7,923,235; 7,923,233; 7,910,347; 7,906,704; 7,901,511; 7,887,862; 7,875,292; 7,867,745; 7,838,666; 7,829,732; 7,816,581; 7,811,799; 7,810,507; 7,807,434; 7,803,601; 7,786,351; 7,786,350; 7,785,854; 7,754,457; 7,741,089; 7,732,173; 7,727,754; 7,727,746; 7,723,568; 7,709,697; 7,682,811; 7,670,813; 7,659,099; 7,651,582; 7,642,079; 7,632,479; 7,611,882; 7,601,529; 7,592,434; 7,592,163; 7,585,652; 7,582,462; 7,547,534; 7,527,959; 7,504,120; 7,503,981; 7,459,299; 7,452,707; 7,449,550; 7,449,319; 7,431,942; 7,407,788; 7,399,855; 7,399,485; 7,381,553; 7,361,736; 7,351,573; 7,351,568; 7,344,871; 7,320,886; 7,273,742; 7,226,773; 7,226,772; 7,198,925; 7,183,093; 7,172,891; 7,144,716; 7,083,673; 7,070,805; 7,067,303; 7,056,721; 7,049,125; 7,048,952; 7,045,332; 7,045,331; 7,033,811; 7,005,289; 6,982,159; 6,911,565; 6,908,995; 6,894,199; 6,878,199; 6,855,531; 6,818,434; 6,815,192; 6,768,001; 6,713,460; 6,630,340; 6,620,605; 6,566,114; 6,555,335; 6,555,228; 6,500,658; 6,451,063; 6,444,653; 6,420,165; 6,399,351; 6,387,690; 6,333,181; 6,328,994; 6,268,197; 6,268,196; 6,228,630; 6,207,436; 6,197,564; 6,174,700; 6,153,413; 6,140,105; 6,132,998; 6,130,076; 6,110,712; 6,080,567; 6,074,856; 6,069,136; 6,048,715; 6,017,740; 6,013,490; 6,010,870; 6,008,176; 6,005,141; 6,001,639; 5,989,887; 5,962,278; 5,962,277; 5,908,649; 5,885,819; 5,874,276; 5,871,550; 5,866,392; 5,863,783; 5,861,271; 5,792,630; 5,786,313; 5,770,010; 5,747,082; 5,705,369; 5,693,518; 5,683,911; 5,554,520; 5,518,902; 5,505,950; 5,503,996; 5,487,989; 5,464,832; 5,458,899; 5,437,992; 5,424,417; 5,424,202; 5,416,210; 5,395,623; 5,395,455; 5,391,561; 5,302,592; 5,300,672; 5,292,762; 5,179,127; 5,171,570; 5,170,620; 5,166,390; 5,151,447; 5,149,524; 5,118,681; 5,112,382; 5,102,898; 5,091,399; 5,081,026; 5,059,654; 5,055,308; 5,037,663; 5,023,275; 4,975,459; 4,950,597; 4,851,394; 4,831,127; 4,713,118; 4,694,906; 4,628,029; 4,594,130; 4,540,587; 4,431,675; 4,321,360; 4,321,328; 4,321,278; 4,292,406; 4,275,163; 4,260,685; 4,235,968; 4,058,411; 4,017,642; 3,990,944; 20130065270; 20130060070; 20130052713; 20130052698; 20130052694; 20130052693; 20130046120; 20130046119; 20130046032; 20130045891; 20130040352; 20130035525; 20130035524; 20130035523; 20130035522; 20130035521; 20130035520; 20130035519; 20130035518; 20130035516; 20130034891; 20130034888; 20130032466; 20130030215; 20130029382; 20130023608; 20130014293; 20130012424; 20130011895; 20130011887; 20130011886; 20120329104; 20120329100; 20120329096; 20120325203; 20120323050; 20120323049; 20120322121; 20120322078; 20120321581; 20120316376; 20120316330; 20120315683; 20120309060; 20120301944; 20120291160; 20120289607; 20120289450; 20120283493; 20120282664; 20120277491; 20120277490; 20120277489; 20120277488; 20120277487; 20120277486; 20120277485; 20120277483; 20120277482; 20120277481; 20120277480; 20120276595; 20120276594; 20120273339; 20120273338; 20120270298; 20120270289; 20120270278; 20120270270; 20120266329; 20120266328; 20120264107; 20120252085; 20120245336; 20120238785; 20120237984; 20120237983; 20120231510; 20120220513; 20120216705; 20120214209; 20120211184; 20120210467; 20120209034; 20120208235; 20120199299; 20120199298; 20120196338; 20120190840; 20120190076; 20120190054; 20120184020; 20120184007; 20120178975; 20120165562; 20120165517; 20120164709; 20120164696; 20120159840; 20120159839; 20120157725; 20120157721; 20120156754; 20120156741; 20120156162; 20120156161; 20120156160; 20120156159; 20120156158; 20120156157; 20120156156; 20120156155; 20120151827; 20120149949; 20120149077; 20120149065; 20120146468; 20120142886; 20120142068; 20120142065; 20120142046; 20120135500; 20120135499; 20120135489; 20120129696; 20120129229; 20120111321; 20120108798; 20120107892; 20120107888; 20120107887; 20120107881; 20120107880; 20120101250; 20120100587; 20120100045; 20120094358; 20120094355; 20120094343; 20120083019; 20120079665; 20120077247; 20120077216; 20120066781; 20120064609; 20120064592; 20120064579; 20120059197; 20120052534; 20120046501; 20120045812; 20120045811; 20120041075; 20120040435; 20120040409; 20120036769; 20120036768; 20120036599; 20120035400; 20120030838; 20120029247; 20120028325; 20120028306; 20120021490; 20120021092; 20120015422; 20120015408; 20120010448; 20120010447; 20120010446; 20120010445; 20120010444; 20120010443; 20120010440; 20120010439; 20120010438; 20120010437; 20120010436; 20120009640; 20120009634; 20120009631; 20120006320; 20120005949; 20120003704; 20120003703; 20120003701; 20110319849; 20110318798; 20110318796; 20110315154; 20110314726; 20110312058; 20110312055; 20110312048; 20110306117; 20110306083; 20110300586; 20110296555; 20110296543; 20110294181; 20110294165; 20110294164; 20110275130; 20110271875; 20110269201; 20110268858; 20110262985; 20110262984; 20110251377; 20110250674; 20110250667; 20110250638; 20110250635; 20110239333; 20110237769; 20110236339; 20110236338; 20110236337; 20110236336; 20110236335; 20110233042; 20110232164; 20110232163; 20110232162; 20110232161; 20110232160; 20110229959; 20110229956; 20110224416; 20110212505; 20110212499; 20110207192; 20110190488; 20110185456; 20110183379; 20110178261; 20110177573; 20110177565; 20110177561; 20110171709; 20110171705; 20110165661; 20110165660; 20110159544; 20110155559; 20110152812; 20110152370; 20110152369; 20110152368; 20110150857; 20110146138; 20110144241; 20110143398; 20110139662; 20110139659; 20110139658; 20110139657; 20110138502; 20110136908; 20110136907; 20110136196; 20110136174; 20110130488; 20110129887; 20110129881; 20110129880; 20110125118; 20110124074; 20110124058; 20110117619; 20110117067; 20110111456; 20110100359; 20110097786; 20110095111; 20110093965; 20110091950; 20110091940; 20110086410; 20110086408; 20110081697; 20110081412; 20110081336; 20110081335; 20110076743; 20110065910; 20110061666; 20110053245; 20110046422; 20110045544; 20110040058; 20110039320; 20110039317; 20110039309; 20110039308; 20110035839; 20110035838; 20110033391; 20110028672; 20110027837; 20110027346; 20110020874; 20110016545; 20110014672; 20110003345; 20110003341; 20110000125; 20100330633; 20100319862; 20100317087; 20100317059; 20100312028; 20100304440; 20100304439; 20100298612; 20100297721; 20100297704; 20100287826; 20100285534; 20100279361; 20100279354; 20100273214; 20100268000; 20100267110; 20100263264; 20100240128; 20100223694; 20100221819; 20100221784; 20100216200; 20100212091; 20100196978; 20100196977; 20100189706; 20100184178; 20100184175; 20100179315; 20100167371; 20100167370; 20100160201; 20100159566; 20100159553; 20100159510; 20100151551; 20100151547; 20100151546; 20100144584; 20100143998; 20100137647; 20100136661; 20100136113; 20100129835; 20100124583; 20100113846; 20100112242; 20100108567; 20100107342; 20100105114; 20100101605; 20100099640; 20100095390; 20100087687; 20100086978; 20100068790; 20100068768; 20100056774; 20100055753; 20100055747; 20100048964; 20100048417; 20100041104; 20100035320; 20100031398; 20100028966; 20100021988; 20100011456; 20100003733; 20100003716; 20100003234; 20090325254; 20090324574; 20090312537; 20090312221; 20090311752; 20090298149; 20090297495; 20090286295; 20090286294; 20090280105; 20090258172; 20090247448; 20090235388; 20090234142; 20090233335; 20090226979; 20090224086; 20090221051; 20090220480; 20090217569; 20090209009; 20090203102; 20090202675; 20090198046; 20090194243; 20090181433; 20090181126; 20090176292; 20090172838; 20090170747; 20090170181; 20090163397; 20090155238; 20090142848; 20090136476; 20090099079; 20090098266; 20090093028; 20090081762; 20090075336; 20090070898; 20090068714; 20090061490; 20090042266; 20090042259; 20090038023; 20090036648; 20090035826; 20090025739; 20090025738; 20090017512; 20090013434; 20090005532; 20090004726; 20080311640; 20080305531; 20080293114; 20080293086; 20080292747; 20080292701; 20080274527; 20080261267; 20080254080; 20080248160; 20080241900; 20080233175; 20080229657; 20080229456; 20080227173; 20080206836; 20080202684; 20080201801; 20080193981; 20080176282; 20080145912; 20080138880; 20080113413; 20080102502; 20080095889; 20080085536; 20080085520; 20080076314; 20080076152; 20080070291; 20080064906; 20080056983; 20080034453; 20080029110; 20080020435; 20080009047; 20070298475; 20070254031; 20070219521; 20070213249; 20070207530; 20070202566; 20070199095; 20070192903; 20070178569; 20070173431; 20070172916; 20070149777; 20070148751; 20070148730; 20070141693; 20070141660; 20070118918; 20070118917; 20070113302; 20070113301; 20070105112; 20070094748; 20070092935; 20070092934; 20070089196; 20070089195; 20070089194; 20070089193; 20070089192; 20070089191; 20070089190; 20070089189; 20070089188; 20070089187; 20070089186; 20070089185; 20070089184; 20070087066; 20070083952; 20070083951; 20070083950; 20070083949; 20070083947; 20070079944; 20070072185; 20070059813; 20070036832; 20070031954; 20070011775; 20060281157; 20060275241; 20060259995; 20060258554; 20060255507; 20060235115; 20060211101; 20060210971; 20060205042; 20060200878; 20060188965; 20060182802; 20060166322; 20060165613; 20060154844; 20060154352; 20060141601; 20060135388; 20060110797; 20060104931; 20060089283; 20060084156; 20060068475; 20060057672; 20060046284; 20060035353; 20060018862; 20060003433; 20050277172; 20050272836; 20050244934; 20050244878; 20050221369; 20050214921; 20050210548; 20050125860; 20050120915; 20050100996; 20050070003; 20050054039; 20050037459; 20050009166; 20040266642; 20040259218; 20040231661; 20040210099; 20040203134; 20040157301; 20040121436; 20040102619; 20040067569; 20040053238; 20030225005; 20030216492; 20030203466; 20030203454; 20030180900; 20030125588; 20030119006; 20030114330; 20030113735; 20030113734; 20030113732; 20030097029; 20030092097; 20030087415; 20030082779; 20030054539; 20030054518; 20030054500; 20030032162; 20030032148; 20030032084; 20030022807; 20020193272; 20020164774; 20020160469; 20020156048; 20020142034; 20020045057; 20020012980; 20010044138; 20010010825, each of which is expressly incorporated herein by reference.


See also,


Van Heiningen, Adriaan. “Converting a kraft pulp mill into an integrated forest products biorefinery.” ANNUAL MEETING-PULP AND PAPER TECHNICAL ASSOCIATION OF CANADA. Vol. 92. No. C. Pulp and Paper Technical Association of Canada; 1999, 2006.


Zhu, J. Y., and X. J. Pan. “Woody biomass pretreatment for cellulosic ethanol production: technology and energy consumption evaluation.” Bioresource technology 101.13 (2010): 4992-5002.


Pérez, J., et al. “Biodegradation and biological treatments of cellulose, hemicellulose and lignin: an overview.” International Microbiology 5.2 (2002): 53-63.


Kadam, Kiran L., Chim Y. Chin, and Lawrence W. Brown. “Flexible biorefinery for producing fermentation sugars, lignin and pulp from corn stover.” Journal of industrial microbiology & biotechnology 35.5 (2008): 331-341.


Kuhad, Ramesh Chander, and Ajay Singh. “Lignocellulose biotechnology: current and future prospects.” Critical Reviews in Biotechnology 13.2 (1993): 151-172.


Lawford, Hugh G., and Joyce D. Rousseau. “Production of ethanol from pulp mill hardwood and softwood spent sulfite liquors by genetically engineered E. coli.” Applied biochemistry and biotechnology 39.1 (1993): 667-685.


Burchhardt, G., and L. O. Ingram. “Conversion of xylan to ethanol by ethanologenic strains of Escherichia coli and Klebsiella oxytoca.” Applied and environmental microbiology 58.4 (1992): 1128-1133.


Zhu, J. Y., Ronald Sabo, and Xiaolin Luo. “Integrated production of nano-fibrillated cellulose and cellulosic biofuel (ethanol) by enzymatic fractionation of wood fibers.” Green Chemistry 13.5 (2011): 1339-1344.


Hoge, William H. “Process for making ethanol and fuel product.” U.S. Pat. No. 4,321,328. 23 Mar. 1982.


López-Contreras, Ana M., et al. “Utilisation of saccharides in extruded domestic organic waste by Clostridium acetobutylicum ATCC 824 for production of acetone, butanol and ethanol.” Applied microbiology and biotechnology 54.2 (2000): 162-167.


Zhang, Xiao, et al. “High consistency enzymatic hydrolysis of hardwood substrates.” Bioresource technology 100.23 (2009): 5890-5897.


Kirk, T. Kent, T. W. Jeffries, and George F. Leatham. “Biotechnology: applications and implications for the pulp and paper industry.” Tappi J 66.5 (1983): 45-51.


Yamashita, Yuya, et al. “Ethanol production from paper sludge by immobilized Zymomonas mobilis.” Biochemical Engineering Journal 42.3 (2008): 314-319.


Lee, Sang-Mok, Jianqiang Lin, and Yoon-Mo Koo. “Hydrolysis of Paper Sludge Using Mixed Cellulase System: Enzymtic Hydrolysis of Paper Sludge.” ACS Symposium Series. Vol. 830. Washington, D.C.; American Chemical Society; 1999, 2002.


Kang, Li, et al. “Enhanced Ethanol Production from De-Ashed Paper Sludge by Simultaneous Saccharification and Fermentation and Simultaneous Saccharification and Co-Fermentation.” BioResources 6.4 (2011): 3791-3808.


Chen, Hui, et al. “Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars.” Applied biochemistry and biotechnology (2012): 1-16.


McManigal, Brent Alan. “System And Method For Producing Ethanol From Paper Mill Sludge.” U.S. patent application Ser. No. 11/735,633.


Elliston, Adam, et al. “High concentrations of cellulosic ethanol achieved by fed batch semi simultaneous saccharification and fermentation of waste-paper.” Bioresource Technology (2013).


Shammas, Nazih K., Lawrence K. Wang, and Mark Landin. “Treatment of Paper Mill Whitewater, Recycling and Recovery of Raw Materials.” Flotation Technology (2010): 221-268.


Kang, Li. Bioconversion of Pulp and Paper Mills Sludge and Prehydrolysate Stream into Ethanol and Cellulase Enzyme. Diss. Auburn University, 2011.


Prasetyo, Joni, and Enoch Y. Park. “Waste paper sludge as a potential biomass for bio-ethanol production.” Korean Journal of Chemical Engineering 30.2 (2013): 253-261.


Ichiura, Hideaki, Takuhiro Nakatani, and Yoshito Ohtani. “Separation of pulp and inorganic materials from paper sludge using ionic liquid and centrifugation.” Chemical Engineering Journal 173.1 (2011): 129-134.


Wang, Lei, Richard Templer, and Richard J. Murphy. “A Life Cycle Assessment (LCA) comparison of three management options for waste papers: bioethanol production, recycling and incineration with energy recovery.” Bioresource Technology (2012).


Kang, Li, Wei Wang, and Yoon Y. Lee. “Bioconversion of kraft paper mill sludges to ethanol by SSF and SSCF.” Applied biochemistry and biotechnology 161.1 (2010): 53-66.


Pan, Xuejun, et al. “Biorefining of softwoods using ethanol organosolv pulping: Preliminary evaluation of process streams for manufacture of fuel-grade ethanol and co-products.” Biotechnology and Bioengineering 90.4 (2005): 473-481.


Lark, Nicole, et al. “Production of ethanol from recycled paper sludge using cellulase and yeast, Kluveromyces marxianus” Biomass and Bioenergy 12.2 (1997): 135-143.


Fan, Zhiliang, et al. “Conversion of paper sludge to ethanol in a semicontinuous solids-fed reactor.” Bioprocess and biosystems engineering 26.2 (2003): 93-101.


Jeffries, Thomas W., and Richard Schartman. “Bioconversion of secondary fiber fines to ethanol using counter-current enzymatic saccharification and co-fermentation.” Applied biochemistry and biotechnology 78.1 (1999): 435-444.


Jin, Yongcan, et al. “Green liquor pretreatment of mixed hardwood for ethanol production in a repurposed kraft pulp mill.” Journal of Wood Chemistry and Technology 30.1 (2010): 86-104.


Fan, Zhiliang, and Lee R. Lynd. “Conversion of paper sludge to ethanol, II: process design and economic analysis.” Bioprocess and biosystems engineering 30.1 (2007): 35-45.


Da Silva, Roberto, Dong K. Yim, and Yong K. Park. “Application of thermostable xylanases from Humicola sp. for pulp improvement.” Journal of fermentation and bioengineering 77.1 (1994): 109-111.


Hu, Gang, John A. Heitmann, and Orlando J. Rojas. “Feedstock pretreatment strategies for producing ethanol from wood, bark, and forest residues.” BioResources 3.1 (2008): 270-294.


Villavicencio, Eduardo J., and Jose B. Dos Santos. “Process to produce a high quality paper product and an ethanol product from bamboo.” U.S. Pat. No. 5,198,074. 30 Mar. 1993.


Gáspár, Melinda, Gergely Kálmán, and Kati Réczey. “Corn fiber as a raw material for hemicellulose and ethanol production.” Process Biochemistry 42.7 (2007): 1135-1139.


Zhang, Jiayi, and Lee R. Lynd. “Ethanol production from paper sludge by simultaneous saccharification and co-fermentation using recombinant xylose-fermenting microorganisms.” Biotechnology and bioengineering 107.2 (2010): 235-244.


Saha, Badal C. “Hemicellulose bioconversion.” Journal of industrial microbiology & biotechnology 30.5 (2003): 279-291.


Each of the foregoing references is expressly incorporated herein by reference in its entirety.


SUMMARY OF THE INVENTION

The present technology study focuses on the enzymatic hydrolysis of OCC fines rejects from a recycled linerboard mill. The saccharification of this waste stream to yield fermentable sugars was identified and optimized using different commercially available enzyme mixtures. The effect of enzyme activity (characterized by their FPUs), impact of hydrolysis temperature, pH, pulp type, filler composition were investigated. Furthermore, methods of enhancing the enzyme activity and sugar yields by binding the minerals using different surfactants (cationic and nonionic) were also investigated.


A significant fraction of short fibers commonly called as fines is produced while recycling OCC (Old Corrugated Containerboards). These fines are usually rejected as solid waste stream that further requires landfilling and poses environmental problems. The major component of these fines rejects are primarily cellulose that can be hydrolyzed into sugars for possible fermentation into biofuels, bioplastics or other sugar based products.


In addition to environmental advantages, use of these fines also offers benefits such as negative costs and production of fermentable sugars without requiring any complex pretreatment processes that are required to hydrolyze and eliminate inhibitors from hydrolyzate.


According to the present technology, enzymatic hydrolysis of reject fines from a recycled OCC mill was performed. Different strains of cellulases were tested for their compatibility and Trichoderma Reesei was found to be the most effective at loading levels of 5-50 FPU (/g of oven dry mass). A maximum hydrolysis yield of 43% sugar (g/g-OD fines) with 50 FPU was observed. See, Byeong Cheol Min, Bhavin V. Bhayani, Bandaru V. Ramarao, “Enzymatic Hydrolysis of Old Corrugated Cardboard (OCC) Fines from Recycled Linerboard Mill Waste Rejects”, Proc. AICHE 2013 (Nov. 3-8), extended abstract P346631, expressly incorporated herein by reference.


The presence of fillers (up to 30% by mass) in the fines increases the required dosage of enzymes that increases the costs of hydrolysis.


It was found that the required enzyme loading can be lowered by addition of nonionic surfactants to reduce their inhibitory activity. The nonionic surfactant Triton X-80 improved hydrolysis yields by up to 10 percent points.


Paper mill rejected fines are a good source of biomass for sugar production given the low lignin content (Table 1), negative price, pre-processed nature which negates requirement of a pretreatment regime and the larger surface area and porous nature of the particles compared to other naturally occurring biomass. The particle size of about 3 μm is much smaller than typically milled biomass particles whose sizes are in the sub-millimeter ranges. The enzymatic hydrolysis yield of fines achieved was up to 70% of reducing sugars from fermentable sugars in the fines. The sugar yield of rejected fines is similar to the hydrolysis yield of woody biomass which was reported as 70% to 90% for lignocellulosic biomass [3, 19].









TABLE 1







Characteristics of fines of rejected sludge from OCC paper mill










Fines (rejected fines containing




fillers and contaminants)
Value







pH
6.4



Solid content
0.52%



Particle size
2.1-3 μm



Zeta Potential
(−) 9 m V



Lignin
 3%



Ash content Analysis



Total
33%



Calcium Carbonate
15%



Other fillers and residuals
18%










The commercialization of “waste cellulosic fiber” based sugar requires deactivation of inhibitory potential of contaminants and ash which includes fillers, calcium carbonate being one of the most powerful inhibitors [20]. Several surfactants were studied to improve enzymatic hydrolysis. Even though the precise mechanism and principle were not defined, many surfactant studies have concluded the feasibility of surfactant for advanced enzymatic hydrolysis [21-27]. Addition of non-ionic surfactant Tween-80 improved hydrolysis yield of mixture of UKP and CaCO3 in various enzyme dosage (FIG. 6). The required enzyme dosage for complete hydrolysis (about 70% sugar conversion) was reduced from 50 FPU to 30 FPU for the fines (FIG. 7). Using the surfactant it was possible to minimize enzyme dosage for maximum hydrolysis yield which is important for economic sugar production.


The optimum dosage of surfactant was in range of up to 10%. Excessive dosage (above 10%) caused agglutination of substrates and thus a decreased hydrolysis yield. Other studies suggested similar dosage of surfactant for enzymatic hydrolysis [21, 24, 27]. Our research indicated a dosage of 7% for the synthetic fines mixed UKP and CaCO3 (15%) but presented wide range of surfactant dosage (3 to 9%) for the fines. Application of pH 4 buffer instead of pH 5 buffer increased hydrolysis yield and decreased enzyme dosage for maximum hydrolysis yield (FIG. 8). The yield improvement of the combination method was more significant at the 10 FPU enzyme dosage. The demand of low pH buffer is regarded due to CaCO3 in the fines. Adjusting pH is good for not only optimizing hydrolysis condition for enzyme but also dissolving calcium carbonate from fibers.


The presence of fillers and crystalline fibers are considered as primary inhibitors for the hydrolysis process while presence of other contaminants such as inks have a lesser inhibitory potential and thus can be classified as secondary inhibitors based upon their inhibitory activity. The process of drying fines is to be avoided for effective enzymatic hydrolysis. The enzymatic hydrolysis yield of both the fines and UKP was decreased by about 30% after drying (Table 2) which is due to decreased accessibility of micro-fibrils. To increase accessibility of cellulose, dissolving in alkaline method can be applied [28]. Beating method is also studied for recycled fiber to increase accessibility of cellulose by increasing swelling ability, water retention value, pore size and pore volume [29].









TABLE 2







Drying effect of materials on enzymatic


hydrolysis yield (replication n = 2).










Hydrolysis yield (%, g/g)











25 FPU, 3 days
Non-dried
Dried
Dry Effect (%)





Fines
30.35 (±1.38)
21.41 (±2.1)
−29.5


Unbleached Kraft Pulp
92.11 (±0.8) 
64.06 (±0.4)
−30.5









Even though enzyme dosage was reduced from 50 FPU to around 25 FPU for 1 g of fine maximum hydrolysis yield by combination process, 25 FPU is still high demand of enzyme and not profitable. The development of contaminants separation and surfactant injection is expected to make profitable enzyme dosage and high yield of sugar from fines.


The fines have a potential to produce sugars as a resource of biomass. The main inhibitor of enzymatic hydrolysis fines was CaCO3 (15% of fines) which is decreasing enzyme activity by adsorption and increase of pH. Nonionic surfactant, 3-9% of Tween-80, improved enzymatic hydrolysis yield of paper industrial waste fines in addition of 50% increase at 10 FPU and reduced enzyme dosage of Trichoderma reesei ATCC 26921 for the maximum yield. The surfactant application was simple and an economical option to increase profitability and productivity of sugars from waste cellulosic fibers by improving enzyme activity. Using proper pH buffer for optima enzymatic hydrolysis condition pH 5 was also a considerable method for economical sugar production from fines. It was found that addition of surfactants and acid mitigated inhibitor effect of CaCO3 which has a high inhibitory potential. Also, separation processes to reduce fillers and contaminants from fines is considered to save more enzymes.


The present technology processes a waste stream comprising cellulosic fines, e.g., from recycled packaging paper mills, into a stream of fermentable sugars. These may be fermented to yield bioethanol which is of value as a fuel, and/or manufacturers of other products such as bioplastics such as polyhydroxy alkanoates.


According to a preferred embodiment, a process is provided to:


(a) hydrolyze the cellulosic fines found in recycled paper mill waste streams using a commercially available cellulose enzyme formulation;


(b) increase the enzymatic hydrolysis yield by shielding the inert components of the waste stream using a surfactant; and


(c) optimize the surfactant with respect to its composition (anionic, non-ionic or cationic) and dosage.


The enzymes, however, may have a competitive binding affinity for inorganic particulates, resulting in a non-specific absorption of some or all types of enzymes to the particles. Indeed, similar high surface area particles are used in the purification of similar enzymes. Therefore, in the presence of inorganic particles, such as precipitated calcium chloride (PCC), the activity and bioavailability of the enzymes may be substantially reduced.


It has been found that surfactants are able to coat the inorganic particulates and otherwise reduce binding of the hydrolytic enzymes, leading to a significant increase in activity, thus saving cost and increasing efficiency. It has been found that effective surfactants do not also block binding or biological activity of the enzymes for the cellulosic particles and components of the solution.


Cationic, non-ionic and anionic surfactants were tested at various dosages. A non-ionic surfactant, Tween 80 (polysorbate 80) was better than the cationic and anionic surfactants.


The inorganic particles may be separated from the waste stream.


Some investigators have suggested the use of anaerobic fermentation as a means to degrade the organic components in the waste stream, but due to presence of large amount of calcium carbonate, kaolin and other fillers, they give rise to problems such as scaling of biomass, reactors and pipes, reduced specific methanogenic activity and loss of buffer capacity, and essential nutrients for anaerobic degradation.


Commercially available hydrolysis enzymes include Cellic® HTec3, a concentrated hemicellulase that works alone or in combination with Cellic® CTec3 cellulase enzyme from Novozymes (Denmark).


See:


Zhang, Yi-Heng Percival, and Lee R. Lynd. “Toward an aggregated understanding of enzymatic hydrolysis of cellulose: noncomplexed cellulase systems.” Biotechnology and bioengineering 88.7 (2004): 797-824;


Fan, L. T., Yong-Hyun Lee, and David H. Beardmore. “Mechanism of the enzymatic hydrolysis of cellulose: effects of major structural features of cellulose on enzymatic hydrolysis.” Biotechnology and Bioengineering 22.1 (1980): 177-199;


Mandels, Mary, Lloyd Hontz, and John Nystrom. “Enzymatic hydrolysis of waste cellulose.” Biotechnology and Bioengineering 16.11 (2004): 1471-1493;


Philippidis, George P., Tammy K. Smith, and Charles E. Wyman. “Study of the enzymatic hydrolysis of cellulose for production of fuel ethanol by the simultaneous saccharification and fermentation process.” Biotechnology and bioengineering 41.9 (1993): 846-853;


Pääkkö, M., et al. “Enzymatic hydrolysis combined with mechanical shearing and high-pressure homogenization for nanoscale cellulose fibrils and strong gels.” Biomacromolecules 8.6 (2007): 1934-1941;


Yang, Bin, and Charles E. Wyman. “BSA treatment to enhance enzymatic hydrolysis of cellulose in lignin containing substrates.” Biotechnology and Bioengineering 94.4 (2006): 611-617;


Sun, Ye, and Jiayang Cheng. “Hydrolysis of lignocellulosic materials for ethanol production: a review.” Bioresource technology 83.1 (2002): 1-11;


Saddler, J. N., et al. “Enzymatic hydrolysis of cellulose and various pretreated wood fractions.” Biotechnology and bioengineering 24.6 (1982): 1389-1402;


Khodaverdi, Mandi, et al. “Kinetic modeling of rapid enzymatic hydrolysis of crystalline cellulose after pretreatment by NMMO.” Journal of industrial microbiology & biotechnology (2012): 1-10;


Obama, Patrick, et al. “Combination of enzymatic hydrolysis and ethanol organosolv pretreatments: Effect on lignin structures, delignification yields and cellulose-to-glucose conversion.” Bioresource Technology (2012);


Wiman, Magnus, et al. “Cellulose accessibility determines the rate of enzymatic hydrolysis of steam-pretreated spruce.” Bioresource Technology (2012);


Elliston, Adam, et al. “High concentrations of cellulosic ethanol achieved by fed batch semi simultaneous saccharification and fermentation of waste-paper.” Bioresource Technology (2013);


Kinnarinen, Teemu, et al. “Effect of mixing on enzymatic hydrolysis of cardboard waste: Saccharification yield and subsequent separation of the solid residue using a pressure filter.” Bioresource technology (2012);


Wang, Lei, Richard Templer, and Richard J. Murphy. “High-solids loading enzymatic hydrolysis of waste papers for biofuel production.” Applied Energy (2012);


Li, Sujing, Xiaonan Zhang, and John M. Andresen. “Production of fermentable sugars from enzymatic hydrolysis of pretreated municipal solid waste after autoclave process.” Fuel 92.1 (2012): 84-88;


Dubey, Alok Kumar, et al. “Bioethanol production from waste paper acid pretreated hydrolyzate with xylose fermenting Pichia stipitis.” Carbohydrate Polymers (2012);


Kinnarinen, Teemu, et al. “Solid-liquid separation of hydrolysates obtained from enzymatic hydrolysis of cardboard waste.” Industrial Crops and Products 38 (2012): 72-80;


Nørholm, Nanna Dreyer, Jan Larsen, and Frank Krogh Iversen. “Non-pressurised pretreatment, enzymatic hydrolysis and fermentation of waste fractions.” U.S. patent application Ser. No. 13/405,262;


Das, Arpan, et al. “Production of Cellulolytic Enzymes by Aspergillus fumigatus ABK9 in Wheat Bran-Rice Straw Mixed Substrate and Use of Cocktail Enzymes for Deinking of Waste Office Paper Pulp.” Bioresource technology (2012);


Chen, Hui, et al. “Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars.” Applied biochemistry and biotechnology (2012): 1-16;


Yan, Shoubao, et al. “Fed batch enzymatic saccharification of food waste improves the sugar concentration in the hydrolysates and eventually the ethanol fermentation by Saccharomyces cerevisiae H058.” Brazilian Archives of Biology and Technology 55.2 (2012): 183-192;


Arora, Anju, et al. “Effect of Formic Acid and Furfural on the Enzymatic Hydrolysis of Cellulose Powder and Dilute Acid-Pretreated Poplar Hydrolysates.” ACS Sustainable Chemistry & Engineering 1.1 (2012): 23-28;


Wang, Lei, et al. “Technology performance and economic feasibility of bioethanol production from various waste papers.” Energy & Environmental Science 5.2 (2012): 5717-5730;


Vazana, Yael, et al. “Designer Cellulosomes for Enhanced Hydrolysis of Cellulosic Substrates.” Cellulases (2012): 429;


Van Dyk, J. S., and B. I. Pletschke. “A review of lignocellulose bioconversion using enzymatic hydrolysis and synergistic cooperation between enzymes-Factors affecting enzymes, conversion and synergy.” Biotechnology Advances (2012);


Menind, A., et al. “Pretreatment and usage of pulp and paper industry residues for fuels production and their energetic potential.” International Scientific Conference Biosystems Engineering, Tartu, Estonia, 10-11 May 2012. Vol. 10. No. Special Issue I. Estonian Research Institute of Agriculture, 2012;


Han, Lirong, et al. “Alkali pretreated of wheat straw and its enzymatic hydrolysis.” Brazilian Journal of Microbiology 43.1 (2012): 53-61;


Holm, Jana, et al. “Pretreatment of fibre sludge in ionic liquids followed by enzyme and acid catalysed hydrolysis.” Catalysis Today (2012),


each of which is expressly incorporated herein by reference.


See also, US Pub. Pat. Appl. 20120329096; 20120322117; 20120283164; 20120282666; 20120282239; 20120184020; 20120184007; 20120171732; 20120115192; 20120097194; 20120094340; 20110306101; 20110306100; 20110300585; 20110275118; 20110250646; 20110229959; 20110224416; 20110201093; 20110195481; 20110183396; 20110165661; 20110165660; 20110146142; 20110129886; 20110117067; 20110039318; 20100304420; 20100291653; 20100279354; 20100221819; 20100199548; 20100196981; 20100189706; 20100075404; 20100071259; 20100068768; 20100003733; 20090318571; 20090317864; 20090298149; 20090209009; 20090170174; 20090137438; 20090056707; 20090056201; 20090053800; 20090053777; 20090050134; 20090004714; 20080227182; 20080227161; 20080193992; 20080102502; 20080064064; 20070241306; 20070227971; 20070221552; 20070218541; 20070207939; 20070199903; 20070175825; 20070072185; 20070037259; 20070031953; 20070031919; 20070031918; 20060246563; 20060154352; 20050244934; 20050148056; 20050129643; 20050118130; 20050075497; 20030211958; 20030203466; 20030022347; 20030013172; 20020195213; 20020164731; and U.S. Pat. Nos. 8,338,139; 8,318,461; 8,309,331; 8,304,219; 8,287,732; 8,273,181; 8,263,368; 8,247,203; 8,227,236; 8,222,010; 8,202,709; 8,187,860; 8,114,974; 8,105,398; 8,093,037; 8,053,566; 7,998,713; 7,960,153; 7,932,063; 7,910,338; 7,846,705; 7,819,976; 7,807,419; 7,781,191; 7,727,746; 7,670,813; 7,625,728; 7,585,652; 7,566,561; 7,344,876; 7,183,093; 7,109,005; 6,942,754; 6,663,780; 6,623,948; 6,566,114; 6,528,298; 6,399,351; 6,361,989; 6,309,871; 6,074,856; 5,888,806; 5,736,032; 5,733,758; 5,589,164; 5,587,157; and 5,352,444, each of which is expressly incorporated herein by reference in its entirety.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 shows enzymatic hydrolysis yield of different substrates. Enzyme was added 50 FPU of T. reesei and the hydrolysis was conducted at 50° C. for 3 days.



FIG. 2 shows enzymatic hydrolysis yield of a bleached hardwood kraft pulp (Eucalyptus, Baycel). Different enzyme formulations.



FIG. 3 shows the filler effect on UKP hydrolysis yield. UKP (▪), UKP with 30% of Kaolin (▴), UKP with 30% of CaCO3 (♦) and replication n=2, α=0.05.



FIG. 4 shows hydrolysis yield of UKP and CaCO3 (15%) mixture depending on different Tween-80 dosage with 20 FPU of T. reesei



FIG. 5 shows hydrolysis yield of fines depending on different Tween-80 dosage with 20 FPU of T. reesei.



FIG. 6 shows hydrolysis yield of fines combined diverse dosage of Tween-80



FIG. 7 shows Tween-80 (3%) effect on hydrolysis yield of UKP and mixture material of UKP and fillers. UKP (♦), UKP with Tween-80 (▪), UKP+CaCO3 (15%)+Kaolin (15%) (−), UKP+CaCO3 (15%)+Kaolin (15%) with Tween-80 (•) and replication n=2, α=0.05.



FIG. 8 shows a combination effect of Tween-80 (3%) and low pH buffer for hydrolysis yield. Fines only (▪), Fines with 3% of Tween-80 (▴), Fines with Tween-80 and pH4 buffer (♦) and replication n=2, α=0.05.



FIG. 9 shows a temperature effect on hydrolysis of pure fines and surfactant mixed fines. Fines with Tween-80 (3%) at 50° C. (▴), Fines at 50° C. (▪), Fines at 55° C. (♦), Fines with Tween-80 (3%) at 55° C. (•) and replication n=2, α=0.05.





DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

Material and Methods


Raw Materials


The fines were procured from a NYS based recycled linerboard-manufacturing mill. Additionally a comparative study was undertaken where commercial OCC boxes were repulped and hydrolyzed using commercial cellulases. Unbleached softwood kraft pulp (USKP), an unbleached hardwood kraft pulp (UHKP) and mixtures of fiber and fillers were used for hydrolysis. Recycled OCC was prepared by simple slushing of OCC boxes and dispersion. Pulps were ground and screened through a 200 mesh screen (such that the accepts were less than 75 μm in size).


Samples of commercially available cellulases were obtained—Aspergillus Nigra, and Trichoderma Reesei.


Fines Analysis


pH meter 2500 series of Cole Parmer® was used for evaluating pH of fines and hydrolysate. Solid content and ash content was computed according to the National Renewable Energy Laboratory (NREL) Laboratory Analytical Procedure (LAP, NREL/TP-510-42627, NREL/TP-510-42622). Enzyme activity was also determined by NREL LAP (NREL/TP-510-42628). Particle size and Zeta potential were defined by a particle size analyzer (90 Plus/BI-MAS, Brookhaven Instruments Co.)


Enzymatic Hydrolysis


The hydrolysis of fines was carried in a medium with a solid to liquid ratio of 1:20 with a cellulase dosage of 5-100 FPU using 20 mL sodium acetate buffer. A commercial grade enzyme (C2730, derived from the fungus Trichoderma reesei ATCC 26921) was procured from Sigma Aldrich. The hydrolysis flask was placed in a shaking incubator (Reciprocal Shaking Bath 51221080, Precision Co.,) and hydrolyzed at 50° C. for 72 h at 100 rpm. The solid residue was recovered by filtration with filter paper (Whatman No. 1) and the hydrolysis yield calculated with the weight of sugars divided by total weight of biomass load. Sugar content was analyzed by HPLC.


Filler Effect


To determine effect of filler on hydrolysis yield pulp reject mixtures were generated in the lab composed of unbleached softwood kraft pulp (UKP) mixed with various proportions of Calcium Carbonate and Kaolin. The filler content was varied to understand the influence of each on hydrolysis yield. Imitating the total filler content in original fines, the proportions of calcium carbonate and kaolin were adjusted to a total of 30% (w/w) and the ratio of fillers was varied between 0-30%.


Surfactant Effect


Since fillers provide adsorption surfaces for the cellulase enzymes which are nonproductive in terms of sugar production, one method of inactivation is to shield their surfaces with a suitable surfactant to prevent enzyme adsorption. A cationic and a nonionic surfactant were chosen for this purpose. Cetyl trimethyl ammonium bromide (CTAB, Catalog No. Alfa Aesar, Ward Hill Mass.) was obtained in powder form and stock solutions of 1% w/w in double distilled water were prepared. Similar solutions of a non-ionic surfactant, Tween-80 were also prepared.


Enzyme Hydrolysis Experiments


Samples of the raw material (fines or waste rejects) were preweighed to 1 g dry weight and placed in 100 ml conical flasks provided with magnetic stirrers. Surfactants were also dosed followed by the cellulase mixtures in the required dosages. The flasks were shaken in a water bath for varying times upto 48 h and were removed at different time intervals. The hydrolyzed material was then filtered through 0.1 um filters and the filtrates were taken as the hydrolyzates for yield and compositional analysis by HPLC and 1NMR techniques. The solid residues were dried in an oven and the weights were used in the overall hydrolysis yield calculations. The solid residues were dissolved in 1% sulfuric acid and subsequently filtered again to determine the acid soluble (presumably CaCO3) contents of the minerals. The remaining insoluble residue was taken to represent Kaolin.


Results


Table 1 shows the characteristics of fines from the waste rejects of a recycled linerboard mill repulping OCC. The solids were obtained from a screw presses at a consistency (oven dry mass of solids/total mass) of 35%, the remainder being water. The average particle size was 2.1 μm. It is likely that the larger particles correspond to fragments of fibers whereas the smaller ones correspond to fillers and other mineral debris in the suspensions. The zeta potential is slightly negative. The higher levels of calcium carbonate and kaolin in the minerals originate most likely from deinking of white paper containing fillers or coated grades of paper. The total ash content was significant consisting 33% (g/g) of fines and Calcium Carbonate (CaCO3) composed around half of this ash. Lignin was also contained in the fines at 3%. The particle size of fines was around 3 μm and the pH was close to neutral (6.4), but the zeta potential was quite low (−9 mV).


The hydrolysis yields of Avicel, UKP-maple (non-dried), UKP-softwood (dried) and paper mill fines rejects were compared (FIG. 1). Avicel is a microcrystalline cellulose and when subjected to hydrolysis, nearly all of the cellulose was readily converted into monomeric glucose. Similarly, the conversion of the sample of the unbleached kraft (hardwood) pulp was extremely high. This pulp was laboratory prepared (kappa number of 18) and could also be depolymerized to greater than 90%. The softwood pulp sample was converted to yield only 60%, probably due to a larger hemicellulose content. Unbleached kraft softwood pulp shows lower yields primarily because this pulp was dried and reslushed before enzymatic hydrolysis. The process of drying causes the pulps to hornify i.e. limit the accessibility of cellulose by reducing the cell wall porosity. Upon reslushing therefore, a dried pulp fiber will not rehydrate to the same extent as virgin fibers and the cellulases are blocked from entering the crystalline structure to cause hydrolysis. The lowest hydrolysis yield was found for the mill fines rejects; around 0.4 g of sugars from 1 g of fines (OD) among the four substrates.


Fillers inhibit hydrolysis in different ways. One of their primary actions is to competitively bind the cellulases thus rendering a significant fraction of the hydrolytics nonproductive. The effect of such fillers on enzyme hydrolysis is shown in FIG. 2. For this experiment, UKHWP was mixed with 30% of kaolin and CaCO3 (PCC) in order to make the composition similar to fines and the hydrolysis yield was measured as a function of enzyme dosage (in FPU). The inhibitory effect is different between Kaolin and CaCO3 and CaCO3 had a higher inhibitory potential which decreased enzymatic hydrolysis yield.



FIG. 2 shows the glucose yields for two different enzyme mixtures on a sample of bleached kraft hardwood pulp (Eucalyptus). The Trichoderma reesei enzyme was more effective and the Aspergillus niger did not show much activity. Fillers can reduce the yield of sugar simply by their interference with the enzyme action. Most often, their action can be simple competitive adsorption of the enzymes reducing the net activity. The impact of mineral fillers was demonstrated in the present study by mixing kaolin or calcium carbonate filler with unbleached hardwood kraft pulps and subjecting them to hydrolysis. The hydrolysis yield was measured for several enzyme dosages. The results shown in FIG. 3, indicate that calcium carbonate particles have a dramatic impact, reducing hydrolysis yields as compared to kaolin which was minimally active. It appeared that the calcium carbonate fillers could adsorb large amounts of the enzyme.


It may be possible to prevent the interference of hydrolysis by mineral particles by adsorbing a competitive molecule such as a surfactant. Calcium carbonate generally has cationic surfaces whereas charges on kaolin platelets are anionic on the basal surfaces. Kaolin particle edges also show positive charges within a narrow pH range around neutrality. Thus adsorption of ionic or nonionic surfactants could compete and block enzyme adsorption and inactivation by these minerals. We tested the performance of an uncharged (nonionic) surfactant at effecting the hydrolysis. The hydrolysis yield of UKP containing CaCO3 (15%) was tested with 20 FPU in the range of 0-13% of the nonionic surfactant (Tween-80) dosage. The hydrolysis yield is shown in FIG. 4 as a function of surfactant dosage. The yield increased from 8% to 21% at the surfactant dosage of around 7%. It was observed that the surfactant dosage of lower than 4% and higher than 10% did not have impact for hydrolysis yield increase. Surfactant adsorption on CaCO3 reaches a maximum at about the 7% level. Further addition results in the surfactant remaining in solution, possibly in micellar form and deactivating the enzymes, resulting in steep reductions in yields as observed beyond an optimal level (9%). FIG. 5 shows the impact of the nonionic surfactant on fines hydrolysis at different enzyme dosages. The yields difference was not significant and even low dosage, 3% of surfactant, obtained slightly higher hydrolysis yield in the range of low FPU.


The surfactant effect in relation to yield increase was measured with the artificial synthetic fines from UKP (softwood) mixture with CaCO3 and Kaolin. These proportions of fillers in synthetic fines were to imitate the composition of OCC mill rejected fines. The hydrolysis yield of pulp containing fillers was increased with addition of 3% of the Tween-80 (FIG. 6).



FIG. 7 shows the impact of increasing enzyme dosage on the yield for enzymolysis of unbleached kraft pulp samples (at 48 h, taken to be the ultimate or equilibrium value). This figure displays the impact of the CaCO3 and kaolin fillers, and a possible method of resolving their inhibition using the surfactant. The unbleached kraft pulp hydrolyzes effectively to 60% yields at high enzyme dosages (around 50 FPU). The addition of the surfactant boosts the yields and the enzyme kinetics significantly. When the CaCO3 and kaolin fillers were included with the UKP (15% and 15%, by weight respectively), the hydrolysis kinetics fell dramatically although the final yield obtained was similar. The inclusion of the surfactant at the optimal dosage resulted in a significant boost to the kinetics and also increased hydrolysis yield.


Besides providing surfaces for competitive and nonproductive i.e. nonhydrolyzing sites for enzyme adsorption, the CaCO3 could performing as an inhibitor in other important ways. For example, the presence of CaCO3 alters the pH from the optimal value for hydrolysis and Ca2+ ions could interfere in different ways. Charge neutralization and consequent coagulation of particles in the suspensions could occlude enzyme adsorption and thus present kinetic barriers to hydrolysis.


Fine and pH 5 sodium acetate buffer compounds were varied with pH and buffer did not maintain the mixture pH 5 which was the optimal condition for cellulose. Using buffer around pH 5 is common for the enzymatic hydrolysis of cellulosic biomass in order to make the pH of solution stable and proper for enzyme. Addition of the pH 5 buffer to fines changed the pH of solution to around 6.5. The pH 6.5 of the solution was considered as improper initial condition for enzymatic hydrolysis. The buffer of pH 4 was tested and found the initial pH was reduced to 5.5 which was more close to optimal pH condition of the enzyme (pH 5). As the results, the lower pH buffer reinforced ability of enzymatic hydrolysis. Application of proper pH buffer and surfactant was an effective method to increase enzymatic hydrolysis and minimize enzyme dosage (FIG. 8).


The hydrolysis of the cellulosic substrates depends strongly on the accessibility of the internal structure of cellulose, but drying of cellulosic fibers/fines restricts the access to the hydrolytic enzymes (Hornification). Hornification is the result of drying of pulp fibers and fines that results in a loss of amorphous cellulose and reduction of the internal porosity both resulting in marked reduction of the pulp's hydration capacity, which increases pulp crystallinity. The impact of hornification of the fines by drying is quantified in the present study (Table 2). The drying effect i.e. ‘hornification’ seems to be responsible in reducing the cellulolytic yields by nearly 30% for both these substrates.


The presence of print ink can also be an inhibitory factor of enzymatic hydrolysis resulting in the difference between the yields of recycled pulp and virgin pulp. Printed and unprinted OCC were ground to a fine size to determine the decrease in hydrolysis yield. In the results, the gap of enzymatic hydrolysis yields of inked (44% g sugars/g OCC) and non-inked (46% g sugars/g OCC) was not significant.


The hydrolysis yield peaked at 50° C. while further increase in temperature i.e. 55° C., decreased the hydrolysis yield due to degradation of cellulose. At this temperature, even surfactants failed to improve the hydrolysis yield (FIG. 9). At the lower temperature, 40° C., hydrolysis was decreased 15-20% compared to 50° C. (not-shown).


REFERENCES

Each of the following is expressly incorporated by reference in its entirety:


[1] Zhang Y-H P. Reviving the carbohydrate economy via multi-product lignocellulose biorefineries. Journal of industrial microbiology & biotechnology 2008; 35:367.


[2] Singh S, Mohanty A K, Sugie T, Takai Y, Hamada H. Renewable resource based biocomposites from natural fiber and polyhydroxybutyrate-co-valerate (PHBV) bioplastic. Composites Part A: Applied Science and Manufacturing 2008; 39:875.


[3] Galbe M, Zacchi G. A review of the production of ethanol from softwood. Applied Microbiology and Biotechnology 2002; 59:618.


[4] Kale G, Kijchavengkul T, Auras R, Rubino M, Selke S E, Singh S P. Compostability of bioplastic packaging materials: an overview. Macromolecular bioscience 2007; 7:255.


[5] FAOSTAT. 2011 Global Forest Products Facts and Figures.


[6] Villanueva A, Wenzel H. Paper waste-recycling, incineration or landfilling? A review of existing life cycle assessments. Waste Management 2007; 27:S29.


[7] Morris J. Recycling versus incineration: an energy conservation analysis. Journal of Hazardous Materials 1996; 47:277.


[8] Laurijssen J, Marsidi M, Westenbroek A, Worrell E, Faaij A. Paper and biomass for energy?: The impact of paper recycling on energy and CO2 emissions. Resources, conservation and recycling 2010; 54:1208.


[9] Scott G M, Smith A. Sludge characteristics and disposal alternatives for the pulp and paper industry. TAPPI International Environmental Conference: TAPPI Press; 1995, p. 269.


[10] Monte M, Fuente E, Blanco A, Negro C. Waste management from pulp and paper production in the European Union. Waste Management 2009; 29:293.


[11] He J, Lange C R, Dougherty M. Laboratory study using paper mill lime mud for agronomic benefit. Process Safety and Environmental Protection 2009; 87:401.


[12] Likon M, Saarela J. The Conversion of Paper Mill Sludge into Absorbent for Oil Spill Sanitation—The Life Cycle Assessment. Macromolecular Symposia: Wiley Online Library; 2012, p. 50.


[13] Fan Z, Lynd L R. Conversion of paper sludge to ethanol, II: process design and economic analysis. Bioprocess and biosystems engineering 2007; 30:35.


[14] Caputo A C, Pelagagge P M. Waste-to-energy plant for paper industry sludges disposal: technical-economic study. Journal of Hazardous Materials 2001; 81:265.


[15] Wang L, Sharifzadeh M, Templer R, Murphy R J. Bioethanol production from various waste papers: Economic feasibility and sensitivity analysis. Applied Energy 2012.


[16] Graf A, Koehler T. Oregon cellulose-ethanol study. An evaluation of the potential for eth-anol production in Oregon using cellulose-based feedstocks report prepared by the Oregon Of-fce of Energy Portland, Oreg., USA 2000.


[17] Lark N, Xia Y, Qin C-G, Gong C, Tsao G. Production of ethanol from recycled paper sludge using cellulase and yeast, Kluveromyces marxianus. Biomass and Bioenergy 1997; 12:135.


[18] Kádár Z, Szengyel Z, Réczey K. Simultaneous saccharification and fermentation (SSF) of industrial wastes for the production of ethanol. Industrial Crops and Products 2004; 20:103.


[19] Sun Y, Cheng J. Hydrolysis of lignocellulosic materials for ethanol production: a review. Bioresource Technology 2002; 83:1.


[20] Chen H, Venditti R A, Jameel H, Park S. Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars. Applied Biochemistry and Biotechnology 2012; 166:1121.


[21] Qing Q, Yang B, Wyman C E. Impact of surfactants on pretreatment of corn stover. Bioresource Technology 2010; 101:5941.


[22] Eriksson T, Borjesson J, Tjerneld F. Mechanism of surfactant effect in enzymatic hydrolysis of lignocellulose. Enzyme and Microbial Technology 2002; 31:353.


[23] Kurakake M, Ooshima H, Kato J, Harano Y. Pretreatment of bagasse by nonionic surfactant for the enzymatic hydrolysis. Bioresource Technology 1994; 49:247.


[24] Kapu N, Manning M, Hurley T, Voigt J, Cosgrove D, Romaine C. Surfactant-assisted pretreatment and enzymatic hydrolysis of spent mushroom compost for the production of sugars. Bioresource Technology 2012.


[25] Kim H J, Kim S B, Kim C J. The effects of nonionic surfactants on the pretreatment and enzymatic hydrolysis of recycled newspaper. Biotechnology and Bioprocess Engineering 2007; 12:147.


[26] Tanaka A, Hoshino E. Thermodynamic and activation parameters for the hydrolysis of amylose with Bacillus α-amylases in a diluted anionic surfactant solution. Journal of bioscience and bioengineering 2002; 93:485.


[27] Kristensen J B, Borjesson J, Bruun M H, Tjerneld F, Jorgensen H. Use of surface active additives in enzymatic hydrolysis of wheat straw lignocellulose. Enzyme and Microbial Technology 2007; 40:888.


[28] Pönni R, Kontturi E, Vuorinen T. Accessibility of cellulose: structural changes and their reversibility in aqueous media. Carbohydrate Polymers 2013.


[29] Chen Y, Wan J, Zhang X, Ma Y, Wang Y. Effect of beating on recycled properties of unbleached eucalyptus cellulose fiber. Carbohydrate Polymers 2012; 87:730.

Claims
  • 1. A method for processing an aqueous stream of fines, comprising: adding at least one surfactant to the aqueous stream of fines generated through a process of recycling old corrugated containerboards, and the aqueous stream comprises cellulosic fines which are rejected for recycling which have been separated from cellulosic fibers intended for recycling and papermaking fillers comprising calcium carbonate inorganic particles having an affinity for polysaccharide degradative enzymes, the at least one surfactant being added in an effective amount of between 3% to 10% by oven dry weight of the aqueous stream of fines, and the aqueous stream of fines lacks cellulose fibers suitable for papermaking;adding at least one cellulose degrading enzyme to the aqueous stream of fines, in an amount sufficient to degrade at least a portion of the cellulosic fibers, to form an enzyme, surfactant, and fines-containing solution; andmaintaining the enzyme, surfactant, and fines-containing solution for a sufficient period of time to degrade at least a portion of the cellulosic fibers into fermentable sugars, to achieve at least 10% hydrolysis yield by weight of fermentable sugars per weight of biomass of the fines, having an increased hydrolytic yield with respect to a hydrolysis yield of fermentable sugars per weight of biomass of the fines for the amount of the at least one cellulose degrading enzyme for degrading cellulosic fibers in the aqueous stream of fines in an absence of the at least one surfactant.
  • 2. The method according to claim 1, wherein the aqueous stream of fines is from an old corrugated cardboard recycling facility, and wherein the aqueous stream of fines has 3% lignin by oven dry weight of the aqueous stream of fines.
  • 3. The method according to claim 1, wherein the effective amount of between 3% to 10% is effective to absorb to the calcium carbonate inorganic particles to reduce an affinity of the calcium carbonate inorganic particles for the at least one cellulose degrading enzyme, and below a level which causes agglutination of the aqueous stream of fines.
  • 4. The method according to claim 1, wherein the calcium carbonate inorganic particles comprise precipitated calcium carbonate.
  • 5. The method according to claim 1, wherein the papermaking fillers further comprise kaolin.
  • 6. The method according to claim 1, wherein the at least one polysaccharide degradative enzyme comprises at least one of a cellulase and a hemicellulase.
  • 7. The method according to claim 1, wherein the at least one surfactant comprises polysorbate.
  • 8. The method according to claim 1, wherein the at least one surfactant comprises polysorbate 80.
  • 9. The method according to claim 1, wherein the hydrolysis yield by weight of fermentable sugars per oven dry weight of the cellulosic fibers of the fines is at least 40%.
  • 10. A method for enzymatically hydrolyzing a mixed aqueous stream, comprising: receiving the mixed aqueous stream which is a waste product from recycling old corrugated containerboards into paper products, the mixed aqueous stream containing cellulosic fines selectively rejected for recycling into paper products separated from cellulosic fibers retained for recycling and papermaking fillers comprising calcium carbonate inorganic particles from the old corrugated containerboards having a binding affinity for hydrolytic enzymes, and the mixed aqueous stream lacks cellulosic fibers suitable for papermaking;adding at least one surfactant to the mixed aqueous stream in an amount of between 3% and 10% by oven dry weight of the mixed aqueous stream;adding at least one cellulose hydrolytic enzyme having a binding affinity for the calcium carbonate inorganic particles, and which are inhibited by binding to the calcium carbonate inorganic particles, to the mixed aqueous stream in an amount sufficient to degrade the cellulosic fines, wherein the at least one surfactant in the amount between 3% and 10% is effective to reduce the binding affinity of the at least one cellulose hydrolytic enzyme for the calcium carbonate inorganic particles; andhydrolyzing the cellulosic fines with the added at least one cellulose hydrolytic enzyme, to achieve a hydrolytic yield of at least 10% sugars per gram oven dry weight of the cellulosic fines, wherein the hydrolytic yield is increased by the addition of the at least one surfactant in the amount of between 3% and 10% as compared to the hydrolytic yield absent addition of the at least one surfactant in the amount of between 3% and 10%.
  • 11. The method according to claim 10, wherein the cellulosic fines comprise 3% lignin by weight of the oven dry weight of the mixed aqueous stream.
  • 12. The method according to claim 10, wherein the amount between 3% and 10% is effective to absorb to the calcium carbonate inorganic particles to reduce an affinity of the calcium carbonate inorganic particles for the at least one cellulose hydrolytic enzyme, and below a level which causes agglutination of the mixed aqueous stream.
  • 13. The method according to claim 10, wherein the calcium carbonate inorganic particles comprise precipitated calcium carbonate.
  • 14. The method according to claim 13, wherein the papermaking fillers further comprise kaolin.
  • 15. The method according to claim 10, wherein the at least one cellulose hydrolytic enzyme comprises at least one of a cellulase and a hemicellulase.
  • 16. The method according to claim 10, wherein the at least one surfactant comprises polysorbate.
  • 17. The method according to claim 10, wherein the at least one surfactant comprises polysorbate 80.
  • 18. The method according to claim 10, wherein the hydrolytic yield by weight of fermentable sugars per oven dry weight of the cellulosic fines is at least 40%.
  • 19. A method for enzymatically hydrolyzing a mixed stream of cellulosic fines and papermaking fillers comprising calcium carbonate-containing inorganic particles, comprising: receiving the mixed stream of cellulosic fines which is a waste from a recycled paper mill which recycles paper to retain cellulose fibers for papermaking, and the mixed stream of cellulosic fines does not containing cellulose fibers suitable for papermaking, along with the papermaking fillers comprising calcium carbonate-containing inorganic particles from recycling of the paper;adding at least one surfactant to the mixed stream, in an amount of between 3% and 10% by weight per an oven dry weight of the mixed stream;adding at least one cellulose hydrolytic enzyme, having a binding affinity for the calcium carbonate-containing inorganic particles, and being competitively inhibited by binding to the calcium carbonate-containing inorganic particles, to the mixed stream;the amount of the at least one surfactant being sufficient to reduce the binding affinity of the at least one cellulose hydrolytic enzyme for the inorganic particles and the competitive inhibition of the at least one cellulose hydrolytic enzyme by the calcium carbonate-containing inorganic particles, insufficient to inhibit the at least one cellulose hydrolytic enzyme, and insufficient to agglomerate the mixed stream;adding an acidifier to the mixed stream; andhydrolyzing the cellulosic fines with the at least one cellulose hydrolytic enzyme at a temperature of 40° C. or higher,wherein a hydrolytic yield of grams sugars per gram of cellulosic fines of at least 10% is achieved.
  • 20. The method according to claim 19, wherein the at least one surfactant comprises polysorbate 80, the rejected cellulosic fines comprise 3% lignin by weight per an oven dry weight of the mixed stream, and the hydrolytic yield is at least 40%.
CROSS REFERENCE TO RELATED APPLICATION

The present application is a non-provisional of, and claims priority from, U.S. Provisional Patent Application No. 61/953,152, filed Mar. 14, 2014, the entirety of which is expressly incorporated herein by reference.

US Referenced Citations (998)
Number Name Date Kind
3990944 Gauss et al. Nov 1976 A
4017642 Orth, Jr. et al. Apr 1977 A
4058411 Bellamy et al. Nov 1977 A
4235968 Pilipski Nov 1980 A
4260685 Pilipski Apr 1981 A
4275163 Gallo Jun 1981 A
4292406 Ljungdahl et al. Sep 1981 A
4321278 Johanning et al. Mar 1982 A
4321328 Hoge Mar 1982 A
4321360 Blount Mar 1982 A
4431675 Schroeder et al. Feb 1984 A
4540587 Gajewski Sep 1985 A
4594130 Chang et al. Jun 1986 A
4628029 Eveleigh et al. Dec 1986 A
4694906 Hutchins et al. Sep 1987 A
4713118 Barker et al. Dec 1987 A
4831127 Weibel May 1989 A
4851394 Kubodera Jul 1989 A
4950597 Saxena et al. Aug 1990 A
4975459 Mehta et al. Dec 1990 A
5023275 Amick Jun 1991 A
5037663 Dale Aug 1991 A
5055308 Fujinawa et al. Oct 1991 A
5059654 Hou et al. Oct 1991 A
5081026 Heikkila et al. Jan 1992 A
5091399 Osei-Gyimah et al. Feb 1992 A
5102898 Hsu Apr 1992 A
5112382 Hsu May 1992 A
5118681 Amick et al. Jun 1992 A
5149524 Sherba et al. Sep 1992 A
5151447 Amick Sep 1992 A
5166390 Weinstein et al. Nov 1992 A
5170620 Whistler et al. Dec 1992 A
5171570 Takemori et al. Dec 1992 A
5179127 Hsu Jan 1993 A
5198074 Villavicencio et al. Mar 1993 A
5292762 Hsu Mar 1994 A
5300672 Weinstein et al. Apr 1994 A
5302592 Osei-Gyimah et al. Apr 1994 A
5352444 Cox et al. Oct 1994 A
5391561 Hsu Feb 1995 A
5395455 Scott et al. Mar 1995 A
5395623 Kovach Mar 1995 A
5416210 Sherba et al. May 1995 A
5424202 Ingram et al. Jun 1995 A
5424417 Torget et al. Jun 1995 A
5437992 Bodie et al. Aug 1995 A
5458899 Floyd et al. Oct 1995 A
5464832 Osei-Gyimah et al. Nov 1995 A
5487989 Fowler et al. Jan 1996 A
5503996 Torget et al. Apr 1996 A
5505950 Floyd et al. Apr 1996 A
5518902 Ozaki et al. May 1996 A
5554520 Fowler et al. Sep 1996 A
5587157 Cox et al. Dec 1996 A
5589164 Cox et al. Dec 1996 A
5683911 Bodie et al. Nov 1997 A
5693518 Kofod et al. Dec 1997 A
5705369 Torget et al. Jan 1998 A
5733758 Nguyen Mar 1998 A
5736032 Cox et al. Apr 1998 A
5747082 Floyd et al. May 1998 A
5770010 Jelks Jun 1998 A
5786313 Schneider et al. Jul 1998 A
5792630 Tonouchi et al. Aug 1998 A
5861271 Fowler et al. Jan 1999 A
5863783 Van Heuvel et al. Jan 1999 A
5866392 Schou et al. Feb 1999 A
5871550 Goedegebuur et al. Feb 1999 A
5874276 Fowler et al. Feb 1999 A
5885819 Kofod et al. Mar 1999 A
5888806 Nguyen Mar 1999 A
5908649 Floyd et al. Jun 1999 A
5962277 Watanabe et al. Oct 1999 A
5962278 Tsuchida et al. Oct 1999 A
5989887 Van Heuvel et al. Nov 1999 A
6001639 Schulein et al. Dec 1999 A
6005141 Schneider et al. Dec 1999 A
6008176 Schneider et al. Dec 1999 A
6010870 Pelzer et al. Jan 2000 A
6013490 Kouda et al. Jan 2000 A
6017740 Kouda et al. Jan 2000 A
6048715 Haynes et al. Apr 2000 A
6069136 Tahara et al. May 2000 A
6074856 Wong et al. Jun 2000 A
6080567 Kofod et al. Jun 2000 A
6110712 Tsuchida et al. Aug 2000 A
6130076 Ingram Oct 2000 A
6132998 Naritomi et al. Oct 2000 A
6140105 Watanabe et al. Oct 2000 A
6153413 Watanabe et al. Nov 2000 A
6174700 Haynes et al. Jan 2001 B1
6197564 Kofod et al. Mar 2001 B1
6207436 Bjørnvad et al. Mar 2001 B1
6228630 Kofod et al. May 2001 B1
6268196 Fowler et al. Jul 2001 B1
6268197 Schulein et al. Jul 2001 B1
6309871 Outtrup et al. Oct 2001 B1
6328994 Shimizu et al. Dec 2001 B1
6333181 Ingram et al. Dec 2001 B1
6361989 Svendsen et al. Mar 2002 B1
6387690 Schulein et al. May 2002 B1
6399351 Bjørnvad et al. Jun 2002 B1
6420165 Weinstein et al. Jul 2002 B1
6444653 Huppe et al. Sep 2002 B1
6451063 Clarkson et al. Sep 2002 B1
6500658 Wu et al. Dec 2002 B1
6528298 Svendsen et al. Mar 2003 B1
6555228 Guritza Apr 2003 B2
6555335 Saloheimo et al. Apr 2003 B1
6566114 Kauppinen et al. May 2003 B1
6620605 Fowler et al. Sep 2003 B2
6623948 Outtrup et al. Sep 2003 B1
6630340 Wilting et al. Oct 2003 B2
6663780 Heikkila et al. Dec 2003 B2
6713460 Huppe et al. Mar 2004 B2
6768001 Saloheimo et al. Jul 2004 B2
6815192 Schnorr et al. Nov 2004 B2
6818434 Watanabe et al. Nov 2004 B2
6855531 Shulein et al. Feb 2005 B2
6878199 Bowden et al. Apr 2005 B2
6894199 Heikkila et al. May 2005 B2
6908995 Blount Jun 2005 B2
6911565 Heikkila et al. Jun 2005 B2
6942754 Izumi et al. Sep 2005 B2
6982159 Dunn-Coleman et al. Jan 2006 B2
7005289 Dunn-Coleman et al. Feb 2006 B2
7033811 Rey et al. Apr 2006 B2
7045331 Dunn-Coleman et al. May 2006 B2
7045332 Dunn-Coleman et al. May 2006 B2
7048952 Gerson et al. May 2006 B2
7049125 Dunn-Coleman et al. May 2006 B2
7056721 Dunn-Coleman et al. Jun 2006 B2
7067303 Nichols et al. Jun 2006 B1
7070805 Shimizu et al. Jul 2006 B2
7083673 Bowden et al. Aug 2006 B2
7109005 Eroma et al. Sep 2006 B2
7144716 Saville et al. Dec 2006 B2
7172891 Rey et al. Feb 2007 B2
7183093 Kauppinen et al. Feb 2007 B2
7198925 Foody Apr 2007 B2
7226772 Hseu et al. Jun 2007 B2
7226773 Schulein et al. Jun 2007 B2
7273742 Dunn-Coleman et al. Sep 2007 B2
7320886 Dunn-Coleman et al. Jan 2008 B2
7344871 Dunn-Coleman et al. Mar 2008 B2
7344876 Levine Mar 2008 B2
7351568 Dunn-Coleman et al. Apr 2008 B2
7351573 Dunn-Coleman et al. Apr 2008 B2
7361736 Schnorr et al. Apr 2008 B2
7381553 Zhao et al. Jun 2008 B2
7399485 Shimizu et al. Jul 2008 B1
7399855 Frost Jul 2008 B2
7407788 Dunn-Coleman et al. Aug 2008 B2
7431942 Shimizu et al. Oct 2008 B2
7449319 Dunn-Coleman et al. Nov 2008 B2
7449550 Adney et al. Nov 2008 B2
7452707 Goedegebuur et al. Nov 2008 B2
7459299 Goedegebuur et al. Dec 2008 B2
7503981 Wyman et al. Mar 2009 B2
7504120 Steer et al. Mar 2009 B2
7527959 Dunn-Coleman et al. May 2009 B2
7547534 Steer et al. Jun 2009 B2
7566561 Svendsen et al. Jul 2009 B2
7582462 Dunn-Coleman et al. Sep 2009 B2
7585652 Foody et al. Sep 2009 B2
7592163 Zhao et al. Sep 2009 B2
7592434 Kerovuo et al. Sep 2009 B2
7601529 Glad et al. Oct 2009 B2
7611882 Bjornvad et al. Nov 2009 B2
7625728 Eroma et al. Dec 2009 B2
7632479 Curren et al. Dec 2009 B2
7642079 Cayouette et al. Jan 2010 B2
7651582 Weimer et al. Jan 2010 B2
7659099 Saville et al. Feb 2010 B2
7670813 Foody et al. Mar 2010 B2
7682811 Leschine et al. Mar 2010 B2
7709697 Raab May 2010 B2
7723568 Lutfiyya et al. May 2010 B2
7727746 Foody et al. Jun 2010 B2
7727754 Dunn-Coleman et al. Jun 2010 B2
7732173 Mairal et al. Jun 2010 B2
7741089 Hitchman et al. Jun 2010 B2
7754457 Foody et al. Jul 2010 B2
7781191 Dunson, Jr. et al. Aug 2010 B2
7785854 St-Pierre et al. Aug 2010 B2
7786350 Allen et al. Aug 2010 B2
7786351 Houmard et al. Aug 2010 B2
7803601 Nobles, Jr. et al. Sep 2010 B2
7807419 Hennessey et al. Oct 2010 B2
7807434 Dunn-Coleman et al. Oct 2010 B2
7810507 Dube et al. Oct 2010 B2
7811799 Dunn-Coleman et al. Oct 2010 B2
7816581 Gilbertson et al. Oct 2010 B2
7819976 Friend et al. Oct 2010 B2
7829732 Mascal Nov 2010 B2
7838666 Yaginuma et al. Nov 2010 B2
7846705 Kensch et al. Dec 2010 B2
7867745 Hansen et al. Jan 2011 B2
7875292 Shimizu et al. Jan 2011 B2
7887862 Paz Briz et al. Feb 2011 B2
7901511 Griffin et al. Mar 2011 B2
7906704 Raab Mar 2011 B2
7910338 Hennessey et al. Mar 2011 B2
7910347 DiCosimo et al. Mar 2011 B1
7923233 Dicosimo et al. Apr 2011 B1
7923235 Foreman et al. Apr 2011 B2
7923236 Gusakov et al. Apr 2011 B2
7927854 DiCosimo et al. Apr 2011 B1
7931784 Medoff Apr 2011 B2
7932063 Dunson, Jr. et al. Apr 2011 B2
7932065 Medoff Apr 2011 B2
7932072 DiCosimo et al. Apr 2011 B1
7939488 Scheuing et al. May 2011 B2
7943363 Blanchard et al. May 2011 B2
7946295 Brinkley et al. May 2011 B2
7947813 Fahrner et al. May 2011 B2
7951570 Goedegebuur et al. May 2011 B2
7951571 Goedegebuur et al. May 2011 B2
7954734 Hata Jun 2011 B2
7960146 Dunn-Coleman et al. Jun 2011 B2
7960148 Steer et al. Jun 2011 B2
7960151 DiCosimo et al. Jun 2011 B1
7960153 Czechowski et al. Jun 2011 B2
7960160 Yaver et al. Jun 2011 B2
7960528 DiCosimo et al. Jun 2011 B1
7964383 DiCosimo et al. Jun 2011 B1
7967904 Bowden et al. Jun 2011 B2
7972832 Day et al. Jul 2011 B2
7977450 Frost Jul 2011 B2
7981643 Dicosimo et al. Jul 2011 B2
7981644 Dicosimo et al. Jul 2011 B2
7981646 Heald et al. Jul 2011 B2
7993463 Griffin et al. Aug 2011 B2
7993890 Soerensen et al. Aug 2011 B2
7993898 Andersen et al. Aug 2011 B2
7998711 Goedegebuur et al. Aug 2011 B2
7998713 Dunson, Jr. et al. Aug 2011 B2
8008056 Aehle et al. Aug 2011 B2
8017372 Andersen et al. Sep 2011 B2
8017820 Foody et al. Sep 2011 B2
8030050 Berg et al. Oct 2011 B2
8034592 Elias et al. Oct 2011 B2
8043837 Burke et al. Oct 2011 B2
8043839 Weiner et al. Oct 2011 B2
8053566 Belanger et al. Nov 2011 B2
8061362 Mua et al. Nov 2011 B2
8063201 Medoff Nov 2011 B2
8067222 Kerovuo et al. Nov 2011 B2
8071349 Dunn-Coleman et al. Dec 2011 B2
8071351 Schnorr et al. Dec 2011 B2
8080398 Holm et al. Dec 2011 B2
8083906 Medoff Dec 2011 B2
8092647 Akhtar et al. Jan 2012 B2
8093037 Picataggio et al. Jan 2012 B2
8097442 Hitchman et al. Jan 2012 B2
8097445 Bower et al. Jan 2012 B2
8101024 Wyman et al. Jan 2012 B2
8101393 Gray et al. Jan 2012 B2
8101398 St-Pierre et al. Jan 2012 B2
8105398 Morgan Jan 2012 B2
8114655 Dunn-Coleman et al. Feb 2012 B2
8114974 Picataggio et al. Feb 2012 B2
8119385 Mathur et al. Feb 2012 B2
8133711 Dunn-Coleman et al. Mar 2012 B2
8142620 Medoff Mar 2012 B2
8143050 Yang et al. Mar 2012 B2
8143480 Axtell et al. Mar 2012 B2
8148133 Elias et al. Apr 2012 B2
8148579 Bradin Apr 2012 B2
8158397 Jones et al. Apr 2012 B2
8168038 Medoff May 2012 B2
8173410 Bott et al. May 2012 B2
8178336 Derkx et al. May 2012 B2
8187860 Franklin et al. May 2012 B2
8192968 Edwards et al. Jun 2012 B2
8202709 Tolan et al. Jun 2012 B2
8202831 Lant et al. Jun 2012 B2
8206963 Dicosimo et al. Jun 2012 B2
8206964 DiCosimo et al. Jun 2012 B2
8212087 Medoff Jul 2012 B2
8216815 McDaniel et al. Jul 2012 B2
8217227 Allen et al. Jul 2012 B2
8222010 Franklin et al. Jul 2012 B2
8227236 Picataggio et al. Jul 2012 B2
8232080 Day et al. Jul 2012 B2
8236535 Medoff et al. Aug 2012 B2
8236542 Cascao-Pereira et al. Aug 2012 B2
8236546 Goedegebuur et al. Aug 2012 B2
8236551 Dhawan et al. Aug 2012 B2
8241461 Dyer Aug 2012 B1
8241881 Bradin Aug 2012 B2
8247203 Foody et al. Aug 2012 B2
8247647 Raab Aug 2012 B2
8257959 Bell et al. Sep 2012 B2
8263368 Svendsen et al. Sep 2012 B2
8273181 Foody et al. Sep 2012 B2
8273559 Geros Sep 2012 B2
8278079 Dunn-Coleman et al. Oct 2012 B2
8278260 Saint Victor Oct 2012 B2
8283150 Adney et al. Oct 2012 B2
8287732 Chen et al. Oct 2012 B2
8288144 Glad et al. Oct 2012 B2
8288148 Cervin et al. Oct 2012 B2
8293508 Lantero et al. Oct 2012 B2
8298795 Yang et al. Oct 2012 B2
8298799 Bornscheuer et al. Oct 2012 B2
8298802 Dunn-Coleman et al. Oct 2012 B2
8304219 Levine Nov 2012 B2
8309328 Dhawan et al. Nov 2012 B1
8309331 Banerjee et al. Nov 2012 B2
8317975 Amidon et al. Nov 2012 B2
8318461 Tolan et al. Nov 2012 B2
8323947 Yang et al. Dec 2012 B2
8328947 Anand et al. Dec 2012 B2
8334430 Allen et al. Dec 2012 B2
8338139 Lail et al. Dec 2012 B2
8343747 Burke et al. Jan 2013 B2
8354263 Schnorr et al. Jan 2013 B2
8357523 Postlethwaite et al. Jan 2013 B2
8361762 Beck et al. Jan 2013 B2
8361767 Dunn-Coleman et al. Jan 2013 B2
8362322 Apuya et al. Jan 2013 B2
8367819 Frost Feb 2013 B2
8372598 Mucha Feb 2013 B2
8377659 Goedegebuur et al. Feb 2013 B2
8389254 Dicosimo et al. Mar 2013 B2
8389255 Dicosimo et al. Mar 2013 B2
8389256 Dicosimo et al. Mar 2013 B2
8389257 Dicosimo et al. Mar 2013 B2
8389258 DiCosimo et al. Mar 2013 B2
8389259 DiCosimo et al. Mar 2013 B2
8389260 DiCosimo et al. Mar 2013 B2
8394616 DiCosimo et al. Mar 2013 B2
8394617 DiCosimo et al. Mar 2013 B2
8395023 Gilbertson et al. Mar 2013 B2
20010010825 Shimizu et al. Aug 2001 A1
20010044138 Watanabe et al. Nov 2001 A1
20020012980 Sreenath Jan 2002 A1
20020045057 Guritza Apr 2002 A1
20020142034 Shimizu et al. Oct 2002 A1
20020156048 Huppe et al. Oct 2002 A1
20020160469 Ingram et al. Oct 2002 A1
20020164731 Eroma et al. Nov 2002 A1
20020164774 Fowler et al. Nov 2002 A1
20020193272 Clarkson et al. Dec 2002 A1
20020195213 Izumi et al. Dec 2002 A1
20030013172 Gerendash Jan 2003 A1
20030022347 Sjoholm et al. Jan 2003 A1
20030022807 Wilting et al. Jan 2003 A1
20030032084 Saville Feb 2003 A1
20030032148 Watanabe et al. Feb 2003 A1
20030032162 Schnorr et al. Feb 2003 A1
20030054500 Ingram et al. Mar 2003 A1
20030054518 Saloheimo et al. Mar 2003 A1
20030054539 Schulein et al. Mar 2003 A1
20030082779 Dunn-Coleman et al. May 2003 A1
20030087415 Andersen et al. May 2003 A1
20030092097 Andersen et al. May 2003 A1
20030097029 Heikkila et al. May 2003 A1
20030113732 Dunn-Coleman et al. Jun 2003 A1
20030113734 Dunn-Coleman et al. Jun 2003 A1
20030113735 Dunn-Coleman et al. Jun 2003 A1
20030114330 Dunn-Coleman et al. Jun 2003 A1
20030119006 Dunn-Coleman et al. Jun 2003 A1
20030125588 Heikkila et al. Jul 2003 A1
20030180900 Lantero Sep 2003 A1
20030203454 Chotani et al. Oct 2003 A1
20030203466 Kauppinen et al. Oct 2003 A1
20030211958 Svendsen et al. Nov 2003 A1
20030216492 Bowden et al. Nov 2003 A1
20030225005 Gerson et al. Dec 2003 A1
20040053238 Hseu et al. Mar 2004 A1
20040067569 Rey et al. Apr 2004 A1
20040102619 Dunn-Coleman et al. May 2004 A1
20040121436 Blount Jun 2004 A1
20040157301 Chotani et al. Aug 2004 A1
20040203134 Pyntikov et al. Oct 2004 A1
20040210099 Shiratori Oct 2004 A1
20040231661 Griffin et al. Nov 2004 A1
20040259218 Weimer et al. Dec 2004 A1
20040266642 Schnorr et al. Dec 2004 A1
20050009166 Andersen et al. Jan 2005 A1
20050037459 Goedegebuur et al. Feb 2005 A1
20050054039 Goedegebuur et al. Mar 2005 A1
20050070003 Schulein et al. Mar 2005 A1
20050075497 Utz et al. Apr 2005 A1
20050100996 Lantero, Jr. et al. May 2005 A1
20050118130 Utz et al. Jun 2005 A1
20050120915 Bowden et al. Jun 2005 A1
20050125860 Raab Jun 2005 A1
20050129643 Lepilleur et al. Jun 2005 A1
20050148056 Levine Jul 2005 A1
20050210548 Yaver et al. Sep 2005 A1
20050214921 Dunn-coleman et al. Sep 2005 A1
20050221369 Dunn-Coleman et al. Oct 2005 A1
20050244878 Dunn-Coleman et al. Nov 2005 A1
20050244934 Foody et al. Nov 2005 A1
20050272836 Yaginuma et al. Dec 2005 A1
20050277172 Day et al. Dec 2005 A1
20060003433 Steer et al. Jan 2006 A1
20060018862 Chen et al. Jan 2006 A1
20060035353 Zhao et al. Feb 2006 A1
20060046284 Dunn-Coleman et al. Mar 2006 A1
20060057672 Bower et al. Mar 2006 A1
20060068475 Foody Mar 2006 A1
20060084156 Lantero et al. Apr 2006 A1
20060089283 Glad et al. Apr 2006 A1
20060104931 Fukutome et al. May 2006 A1
20060110797 Rey et al. May 2006 A1
20060135388 Dunn-Coleman et al. Jun 2006 A1
20060141601 Dunn-Coleman et al. Jun 2006 A1
20060154352 Foody et al. Jul 2006 A1
20060154844 Dunn-Coleman et al. Jul 2006 A1
20060165613 Bjoernvad et al. Jul 2006 A1
20060166322 Dunn-Coleman et al. Jul 2006 A1
20060182802 Shimizu et al. Aug 2006 A1
20060188965 Wyman et al. Aug 2006 A1
20060200878 Lutfiyya et al. Sep 2006 A1
20060205042 Aehle et al. Sep 2006 A1
20060210971 Kerovuo et al. Sep 2006 A1
20060211101 Chotani et al. Sep 2006 A1
20060235115 Weimer et al. Oct 2006 A1
20060246563 Eroma et al. Nov 2006 A1
20060255507 Bowden et al. Nov 2006 A1
20060258554 Dunn-Coleman et al. Nov 2006 A1
20060259995 Cayouette et al. Nov 2006 A1
20060275241 Padlo et al. Dec 2006 A1
20060281157 Chotani et al. Dec 2006 A1
20070011775 Allen et al. Jan 2007 A1
20070031918 Dunson, Jr. et al. Feb 2007 A1
20070031919 Dunson, Jr. et al. Feb 2007 A1
20070031953 Dunson, Jr. et al. Feb 2007 A1
20070031954 Mairal et al. Feb 2007 A1
20070036832 Williams et al. Feb 2007 A1
20070037259 Hennessey et al. Feb 2007 A1
20070059813 Saville Mar 2007 A1
20070072185 Schnorr et al. Mar 2007 A1
20070079944 Amidon et al. Apr 2007 A1
20070083947 Huang et al. Apr 2007 A1
20070083949 Huang et al. Apr 2007 A1
20070083950 Huang et al. Apr 2007 A1
20070083951 Huang et al. Apr 2007 A1
20070083952 Huang et al. Apr 2007 A1
20070087066 Gerson et al. Apr 2007 A1
20070089184 Huang et al. Apr 2007 A1
20070089185 Huang et al. Apr 2007 A1
20070089186 Huang et al. Apr 2007 A1
20070089187 Huang et al. Apr 2007 A1
20070089188 Huang et al. Apr 2007 A1
20070089189 Huang et al. Apr 2007 A1
20070089190 Huang et al. Apr 2007 A1
20070089191 Huang et al. Apr 2007 A1
20070089192 Huang et al. Apr 2007 A1
20070089193 Huang et al. Apr 2007 A1
20070089194 Huang et al. Apr 2007 A1
20070089195 Huang et al. Apr 2007 A1
20070089196 Huang et al. Apr 2007 A1
20070092934 Jones et al. Apr 2007 A1
20070092935 Jones et al. Apr 2007 A1
20070094748 Huang et al. Apr 2007 A1
20070105112 Hitchman et al. May 2007 A1
20070113301 Huang et al. May 2007 A1
20070113302 Huang et al. May 2007 A1
20070118917 Huang et al. May 2007 A1
20070118918 Huang et al. May 2007 A1
20070141660 Chotani et al. Jun 2007 A1
20070141693 Berg et al. Jun 2007 A1
20070148730 Adney Jun 2007 A1
20070148751 Griffin et al. Jun 2007 A1
20070149777 Frost Jun 2007 A1
20070172916 Jones et al. Jul 2007 A1
20070173431 Day et al. Jul 2007 A1
20070175825 Denney Aug 2007 A1
20070178569 Leschine et al. Aug 2007 A1
20070192903 Heck et al. Aug 2007 A1
20070199095 Allen et al. Aug 2007 A1
20070199903 Denney Aug 2007 A1
20070202566 Bornscheuer et al. Aug 2007 A1
20070207530 Dunn-Coleman et al. Sep 2007 A1
20070207939 Fenyvesi et al. Sep 2007 A1
20070213249 Dunn-Coleman et al. Sep 2007 A1
20070218541 Denney et al. Sep 2007 A1
20070219521 Hird et al. Sep 2007 A1
20070221552 Denney Sep 2007 A1
20070227971 Denney Oct 2007 A1
20070241306 Wehner et al. Oct 2007 A1
20070254031 Shimizu et al. Nov 2007 A1
20070298475 Heald et al. Dec 2007 A1
20080009047 Bell et al. Jan 2008 A1
20080020435 Burke et al. Jan 2008 A1
20080029110 Dube et al. Feb 2008 A1
20080034453 Cheikh et al. Feb 2008 A1
20080056983 Curren et al. Mar 2008 A1
20080064064 Kensch et al. Mar 2008 A1
20080064906 Foody et al. Mar 2008 A1
20080070291 Lam et al. Mar 2008 A1
20080076152 St-Pierre et al. Mar 2008 A1
20080076314 Blanz et al. Mar 2008 A1
20080085520 Nobles, Jr. et al. Apr 2008 A1
20080085536 Nobles, Jr. et al. Apr 2008 A1
20080095889 Dunn-Coleman et al. Apr 2008 A1
20080102502 Foody et al. May 2008 A1
20080113413 Nobles et al. May 2008 A1
20080138880 Schnorr et al. Jun 2008 A1
20080145912 Schulein et al. Jun 2008 A1
20080176282 Dunn-Coleman et al. Jul 2008 A1
20080193981 Fahrner et al. Aug 2008 A1
20080193992 Levine Aug 2008 A1
20080201801 Allen et al. Aug 2008 A1
20080202684 Weimer et al. Aug 2008 A1
20080206836 Andersen et al. Aug 2008 A1
20080227161 Levie et al. Sep 2008 A1
20080227173 Berg et al. Sep 2008 A1
20080227182 Anderson et al. Sep 2008 A1
20080229456 Huang et al. Sep 2008 A1
20080229657 Senyk et al. Sep 2008 A1
20080233175 Steer et al. Sep 2008 A1
20080241900 Zhao et al. Oct 2008 A1
20080248160 Steer et al. Oct 2008 A1
20080251374 McManigal Oct 2008 A1
20080254080 Glynson et al. Oct 2008 A1
20080261267 Ferrer et al. Oct 2008 A1
20080274527 Soerensen et al. Nov 2008 A1
20080292701 Shimizu et al. Nov 2008 A1
20080292747 Berg et al. Nov 2008 A1
20080293086 Contag Nov 2008 A1
20080293114 Foody et al. Nov 2008 A1
20080305531 Lam et al. Dec 2008 A1
20080311640 Cox et al. Dec 2008 A1
20090004714 Norholm et al. Jan 2009 A1
20090004726 Liu Jan 2009 A1
20090005532 Frost Jan 2009 A1
20090013434 Huang et al. Jan 2009 A1
20090017512 May et al. Jan 2009 A1
20090025738 Mua et al. Jan 2009 A1
20090025739 Brinkley et al. Jan 2009 A1
20090035826 Tolan et al. Feb 2009 A1
20090036648 Dunn-Coleman et al. Feb 2009 A1
20090038023 Weiner et al. Feb 2009 A1
20090042259 Dale et al. Feb 2009 A1
20090042266 Vehmaanpera et al. Feb 2009 A1
20090050134 Friend et al. Feb 2009 A1
20090053777 Hennessey et al. Feb 2009 A1
20090053800 Friend et al. Feb 2009 A1
20090056201 Morgan Mar 2009 A1
20090056707 Foody et al. Mar 2009 A1
20090061490 Edwards et al. Mar 2009 A1
20090068714 Leschine et al. Mar 2009 A1
20090070898 Allen et al. Mar 2009 A1
20090075336 Goedegebuur et al. Mar 2009 A1
20090081762 Adney et al. Mar 2009 A1
20090093028 Doran Peterson et al. Apr 2009 A1
20090098266 Briz et al. Apr 2009 A1
20090099079 Emalfarb et al. Apr 2009 A1
20090136476 Soerensen et al. May 2009 A1
20090137438 Lepilleur et al. May 2009 A1
20090142848 Wyman et al. Jun 2009 A1
20090155238 Weiner et al. Jun 2009 A1
20090163397 Goedegebuur et al. Jun 2009 A1
20090170174 Czechowski et al. Jul 2009 A1
20090170181 Dunn-Coleman et al. Jul 2009 A1
20090170747 Andersen et al. Jul 2009 A1
20090172838 Axtell et al. Jul 2009 A1
20090176292 Dunn-Coleman et al. Jul 2009 A1
20090181126 Wicking et al. Jul 2009 A1
20090181433 Chotani et al. Jul 2009 A1
20090194243 Akhtar et al. Aug 2009 A1
20090198046 Fanselow et al. Aug 2009 A1
20090202675 Derkx et al. Aug 2009 A1
20090203102 Cervin et al. Aug 2009 A1
20090209009 Tolan et al. Aug 2009 A1
20090217569 Pastinen et al. Sep 2009 A1
20090220480 Gray et al. Sep 2009 A1
20090221051 Steer et al. Sep 2009 A1
20090224086 Hata Sep 2009 A1
20090226979 Retsina et al. Sep 2009 A1
20090233335 Goedegebuur et al. Sep 2009 A1
20090234142 Mascal Sep 2009 A1
20090235388 Allen et al. Sep 2009 A1
20090247448 Glad et al. Oct 2009 A1
20090258172 Bowden et al. Oct 2009 A1
20090280105 Gusakov et al. Nov 2009 A1
20090286294 Blanchard et al. Nov 2009 A1
20090286295 Medoff et al. Nov 2009 A1
20090297495 Kerovuo et al. Dec 2009 A1
20090298149 Wang et al. Dec 2009 A1
20090311752 Bodie et al. Dec 2009 A1
20090312221 Lant et al. Dec 2009 A1
20090312537 Medoff Dec 2009 A1
20090317864 Svendsen et al. Dec 2009 A1
20090318571 Utz et al. Dec 2009 A1
20090324574 Mathur et al. Dec 2009 A1
20090325254 Zhao et al. Dec 2009 A1
20100003234 Blum et al. Jan 2010 A1
20100003716 Cervin et al. Jan 2010 A1
20100003733 Foody et al. Jan 2010 A1
20100011456 Mathur et al. Jan 2010 A1
20100021988 Kerovuo et al. Jan 2010 A1
20100028966 Blanchard et al. Feb 2010 A1
20100031398 Lewis et al. Feb 2010 A1
20100035320 Blanchard et al. Feb 2010 A1
20100041104 Cascao-Pereira et al. Feb 2010 A1
20100048417 Jones et al. Feb 2010 A1
20100048964 Calabria et al. Feb 2010 A1
20100055747 Kelemen et al. Mar 2010 A1
20100055753 Geros Mar 2010 A1
20100056774 Anand et al. Mar 2010 A1
20100068768 Tolan et al. Mar 2010 A1
20100068790 Bell et al. Mar 2010 A1
20100071259 Hu et al. Mar 2010 A1
20100075404 Templeton Mar 2010 A1
20100086978 Beck et al. Apr 2010 A1
20100087687 Medoff Apr 2010 A1
20100095390 Weiner et al. Apr 2010 A1
20100099640 Geuns et al. Apr 2010 A1
20100101605 Saint Victor Apr 2010 A1
20100105114 Blanchard et al. Apr 2010 A1
20100107342 Schulein et al. May 2010 A1
20100108567 Medoff May 2010 A1
20100112242 Medoff May 2010 A1
20100113846 McAuliffe et al. May 2010 A1
20100124583 Medoff May 2010 A1
20100129835 Bodie May 2010 A1
20100136113 Steer et al. Jun 2010 A1
20100136661 Leschine et al. Jun 2010 A1
20100137647 Bradin Jun 2010 A1
20100143998 Leschine et al. Jun 2010 A1
20100144584 Saint Victor Jun 2010 A1
20100151546 Leschine et al. Jun 2010 A1
20100151547 Platz Jun 2010 A1
20100151551 Leschine et al. Jun 2010 A1
20100159510 Raab Jun 2010 A1
20100159553 Bradin Jun 2010 A1
20100159566 Leschine et al. Jun 2010 A1
20100160201 Scheuing et al. Jun 2010 A1
20100167370 Chotani et al. Jul 2010 A1
20100167371 Chotani et al. Jul 2010 A1
20100179315 Medoff Jul 2010 A1
20100184175 Dunn-Coleman et al. Jul 2010 A1
20100184178 Beck et al. Jul 2010 A1
20100189706 Chang et al. Jul 2010 A1
20100196977 Chotani et al. Aug 2010 A1
20100196978 Wood et al. Aug 2010 A1
20100196981 Aharon et al. Aug 2010 A1
20100199548 del Cardayre et al. Aug 2010 A1
20100212091 Schnorr et al. Aug 2010 A1
20100216200 Leschine et al. Aug 2010 A1
20100221784 Fujdala et al. Sep 2010 A1
20100221819 Foody et al. Sep 2010 A1
20100223694 Lutfiyya et al. Sep 2010 A1
20100240128 Fillatti et al. Sep 2010 A1
20100263264 Augier et al. Oct 2010 A1
20100267110 Hitchman et al. Oct 2010 A1
20100268000 Parekh et al. Oct 2010 A1
20100273214 Holm et al. Oct 2010 A1
20100279354 de Crecy Nov 2010 A1
20100279361 South et al. Nov 2010 A1
20100285534 South et al. Nov 2010 A1
20100287826 Hoffman et al. Nov 2010 A1
20100291653 Ness et al. Nov 2010 A1
20100297704 Li Nov 2010 A1
20100297721 Hogsett et al. Nov 2010 A1
20100298612 Behrouzian et al. Nov 2010 A1
20100304420 Gray Dec 2010 A1
20100304439 Medoff Dec 2010 A1
20100304440 Medoff Dec 2010 A1
20100312028 Olson et al. Dec 2010 A1
20100317059 Postlethwaite et al. Dec 2010 A1
20100317087 St-Pierre et al. Dec 2010 A1
20100319862 Rahman Dec 2010 A1
20100330633 Walther et al. Dec 2010 A1
20110000125 McDaniel et al. Jan 2011 A1
20110003341 Nojiri et al. Jan 2011 A1
20110003345 Nobles, Jr. et al. Jan 2011 A1
20110014672 Chotani et al. Jan 2011 A1
20110016545 Gray et al. Jan 2011 A1
20110020874 Hata Jan 2011 A1
20110027346 Weiner et al. Feb 2011 A1
20110027837 Medoff Feb 2011 A1
20110028672 Dahlman et al. Feb 2011 A1
20110033391 Weiner et al. Feb 2011 A1
20110035838 Lutfiyya et al. Feb 2011 A1
20110035839 Lutfiyya et al. Feb 2011 A1
20110039308 Slupska et al. Feb 2011 A1
20110039309 Conner et al. Feb 2011 A1
20110039317 Medoff Feb 2011 A1
20110039318 Lehr Feb 2011 A1
20110039320 Li et al. Feb 2011 A1
20110040058 McAuliffe et al. Feb 2011 A1
20110045544 Vehmaanpera et al. Feb 2011 A1
20110046422 McAuliffe et al. Feb 2011 A1
20110053245 Weiner et al. Mar 2011 A1
20110061666 Dube et al. Mar 2011 A1
20110065910 Medoff Mar 2011 A1
20110076743 Beck et al. Mar 2011 A1
20110081335 Medoff Apr 2011 A1
20110081336 Medoff Apr 2011 A1
20110081412 Shimizu et al. Apr 2011 A1
20110081697 Liu Apr 2011 A1
20110086408 Power et al. Apr 2011 A1
20110086410 Dunn-Coleman et al. Apr 2011 A1
20110091940 Atalla Apr 2011 A1
20110091950 Hansen et al. Apr 2011 A1
20110093965 O'Donoghue et al. Apr 2011 A1
20110095111 Briz et al. Apr 2011 A1
20110097786 Howard et al. Apr 2011 A1
20110100359 North May 2011 A1
20110111456 Medoff May 2011 A1
20110117067 Esteghlalian et al. May 2011 A1
20110117619 Hansen et al. May 2011 A1
20110124058 Baidyaroy et al. May 2011 A1
20110124074 Den Haan et al. May 2011 A1
20110125118 Lynch May 2011 A1
20110129880 Conners et al. Jun 2011 A1
20110129881 Yang et al. Jun 2011 A1
20110129886 Howard et al. Jun 2011 A1
20110129887 Contag et al. Jun 2011 A1
20110130488 Yoshino et al. Jun 2011 A1
20110136174 Kosugi et al. Jun 2011 A1
20110136196 Elias et al. Jun 2011 A1
20110136907 DiCosimo et al. Jun 2011 A1
20110136908 DiCosimo et al. Jun 2011 A1
20110138502 Raab Jun 2011 A1
20110139657 Hird et al. Jun 2011 A1
20110139658 Hird et al. Jun 2011 A1
20110139659 Hird et al. Jun 2011 A1
20110139662 Hird et al. Jun 2011 A1
20110143398 Howard et al. Jun 2011 A1
20110144241 Yoshino et al. Jun 2011 A1
20110146138 Berry et al. Jun 2011 A1
20110146142 Lee et al. Jun 2011 A1
20110150857 Dicosimo et al. Jun 2011 A1
20110152368 DiCosimo et al. Jun 2011 A1
20110152369 DiCosimo et al. Jun 2011 A1
20110152370 DiCosimo et al. Jun 2011 A1
20110152812 Hird et al. Jun 2011 A1
20110155559 Medoff Jun 2011 A1
20110159544 Puranen et al. Jun 2011 A1
20110165660 Picataggio et al. Jul 2011 A1
20110165661 Picataggio et al. Jul 2011 A1
20110171705 Kotlar et al. Jul 2011 A1
20110171709 Bardsley Jul 2011 A1
20110177561 Goedegebuur et al. Jul 2011 A1
20110177565 Cho et al. Jul 2011 A1
20110177573 All et al. Jul 2011 A1
20110178261 Feher et al. Jul 2011 A1
20110183379 Ladisch et al. Jul 2011 A1
20110183396 Noda et al. Jul 2011 A1
20110185456 Cheikh et al. Jul 2011 A1
20110190488 Wicks Aug 2011 A1
20110195481 Svendsen et al. Aug 2011 A1
20110201093 Czechowski et al. Aug 2011 A1
20110207192 Pigeau et al. Aug 2011 A1
20110212499 Ladisch et al. Sep 2011 A1
20110212505 Dunn-Coleman et al. Sep 2011 A1
20110224416 Picataggio et al. Sep 2011 A1
20110229956 Day et al. Sep 2011 A1
20110229959 Picataggio et al. Sep 2011 A1
20110232160 Siskin et al. Sep 2011 A1
20110232161 Siskin et al. Sep 2011 A1
20110232162 Siskin et al. Sep 2011 A1
20110232163 Siskin et al. Sep 2011 A1
20110232164 Siskin et al. Sep 2011 A1
20110233042 Siskin et al. Sep 2011 A1
20110236335 Dicosimo et al. Sep 2011 A1
20110236336 DiCosimo et al. Sep 2011 A1
20110236337 Dicosimo et al. Sep 2011 A1
20110236338 Dicosimo et al. Sep 2011 A1
20110236339 DiCosimo et al. Sep 2011 A1
20110237769 Feher et al. Sep 2011 A1
20110239333 Yaver et al. Sep 2011 A1
20110250635 Paz Briz et al. Oct 2011 A1
20110250638 Sjoede et al. Oct 2011 A1
20110250646 Bazzana et al. Oct 2011 A1
20110250667 Elias et al. Oct 2011 A1
20110250674 Andersen et al. Oct 2011 A1
20110251377 Rahman et al. Oct 2011 A1
20110262984 Nguyen Oct 2011 A1
20110262985 Medoff Oct 2011 A1
20110268858 Heald et al. Nov 2011 A1
20110269201 Gray et al. Nov 2011 A1
20110271875 Ahmed et al. Nov 2011 A1
20110275118 De Crecy Nov 2011 A1
20110275130 Pronk et al. Nov 2011 A1
20110294164 Goedegebuur et al. Dec 2011 A1
20110294165 Goedegebuur et al. Dec 2011 A1
20110294181 Weydahl Dec 2011 A1
20110296543 Chang et al. Dec 2011 A1
20110296555 Ivashuta et al. Dec 2011 A1
20110300585 Banerjee et al. Dec 2011 A1
20110300586 Liu et al. Dec 2011 A1
20110306083 Mucha Dec 2011 A1
20110306100 De Crecy Dec 2011 A1
20110306101 De Crecy Dec 2011 A1
20110306117 Lam et al. Dec 2011 A1
20110312048 Fanselow et al. Dec 2011 A1
20110312055 Weydahl Dec 2011 A1
20110312058 Sibbesen et al. Dec 2011 A1
20110314726 Jameel et al. Dec 2011 A1
20110315154 Mua et al. Dec 2011 A1
20110318796 Walther Dec 2011 A1
20110318798 Walther et al. Dec 2011 A1
20110319849 Collias et al. Dec 2011 A1
20120003701 Brevnova et al. Jan 2012 A1
20120003703 Mitchell et al. Jan 2012 A1
20120003704 Medoff Jan 2012 A1
20120005949 Stevens et al. Jan 2012 A1
20120006320 Nguyen Jan 2012 A1
20120009631 Yang et al. Jan 2012 A1
20120009634 Burke et al. Jan 2012 A1
20120009640 Behrouzian et al. Jan 2012 A1
20120010436 Lee et al. Jan 2012 A1
20120010437 Jevtic et al. Jan 2012 A1
20120010438 Lee et al. Jan 2012 A1
20120010439 Jevtic et al. Jan 2012 A1
20120010440 Sarager et al. Jan 2012 A1
20120010443 Jevtic et al. Jan 2012 A1
20120010444 Horton et al. Jan 2012 A1
20120010445 Johnston et al. Jan 2012 A1
20120010446 Warner et al. Jan 2012 A1
20120010447 Warner et al. Jan 2012 A1
20120010448 Sarager et al. Jan 2012 A1
20120015408 Baidyaroy et al. Jan 2012 A1
20120015422 Huang et al. Jan 2012 A1
20120021092 Sibbesen et al. Jan 2012 A1
20120021490 Steer et al. Jan 2012 A1
20120028306 Sibbesen et al. Feb 2012 A1
20120028325 Herring et al. Feb 2012 A1
20120029247 Holbrey et al. Feb 2012 A1
20120030838 Gusakov et al. Feb 2012 A1
20120035400 Johnston et al. Feb 2012 A1
20120036599 Gusakov et al. Feb 2012 A1
20120036768 Phillips et al. Feb 2012 A1
20120036769 Johnston et al. Feb 2012 A1
20120040409 Hau et al. Feb 2012 A1
20120040435 Aehle et al. Feb 2012 A1
20120041075 Johnston et al. Feb 2012 A1
20120045811 Dunn-Coleman et al. Feb 2012 A1
20120045812 Bergsma et al. Feb 2012 A1
20120046501 Warner et al. Feb 2012 A1
20120052534 Harlick et al. Mar 2012 A1
20120059197 Jevtic et al. Mar 2012 A1
20120064579 Kelley et al. Mar 2012 A1
20120064592 O'Mullan et al. Mar 2012 A1
20120064609 Clement et al. Mar 2012 A1
20120066781 Weiner et al. Mar 2012 A1
20120077216 Zhang et al. Mar 2012 A1
20120077247 Medoff Mar 2012 A1
20120079665 Schnorr et al. Apr 2012 A1
20120083019 Baidyaroy et al. Apr 2012 A1
20120094340 Morgan Apr 2012 A1
20120094343 Hogsett et al. Apr 2012 A1
20120094355 Medoff Apr 2012 A1
20120094358 Medoff Apr 2012 A1
20120097194 McDaniel et al. Apr 2012 A1
20120100045 Beldring et al. Apr 2012 A1
20120100587 Dunn-Coleman et al. Apr 2012 A1
20120101250 Sakuma et al. Apr 2012 A1
20120107880 Baidyaroy et al. May 2012 A1
20120107881 Dhawan et al. May 2012 A1
20120107887 Chheda et al. May 2012 A1
20120107888 Schmalisch et al. May 2012 A1
20120107892 Agbogbo et al. May 2012 A1
20120108798 Wenger et al. May 2012 A1
20120111321 Nguyen et al. May 2012 A1
20120115192 Lali et al. May 2012 A1
20120129229 McBride et al. May 2012 A1
20120129696 Kohle et al. May 2012 A1
20120135489 Weydahl May 2012 A1
20120135499 Bower et al. May 2012 A1
20120135500 Aehle et al. May 2012 A1
20120142046 McBride et al. Jun 2012 A1
20120142065 Medoff Jun 2012 A1
20120142068 Medoff Jun 2012 A1
20120142886 Frost Jun 2012 A1
20120146468 Uehira et al. Jun 2012 A1
20120149065 DaCunha et al. Jun 2012 A1
20120149077 Shaw, IV et al. Jun 2012 A1
20120149949 Weiner et al. Jun 2012 A1
20120151827 Powell et al. Jun 2012 A1
20120156155 Dicosimo et al. Jun 2012 A1
20120156156 Dicosimo et al. Jun 2012 A1
20120156157 DiCosimo et al. Jun 2012 A1
20120156158 DiCosimo et al. Jun 2012 A1
20120156159 DiCosimo et al. Jun 2012 A1
20120156160 DiCosimo et al. Jun 2012 A1
20120156161 DiCosimo et al. Jun 2012 A1
20120156162 Dicosimo et al. Jun 2012 A1
20120156741 Chheda et al. Jun 2012 A1
20120156754 Dhawan et al. Jun 2012 A1
20120157721 Weiner et al. Jun 2012 A1
20120157725 McAuliffe Jun 2012 A1
20120159839 Koskinen et al. Jun 2012 A1
20120159840 Koskinen et al. Jun 2012 A1
20120164696 Yang et al. Jun 2012 A1
20120164709 Yang et al. Jun 2012 A1
20120165517 Uehira et al. Jun 2012 A1
20120165562 Hattendorf et al. Jun 2012 A1
20120171732 Norholm et al. Jul 2012 A1
20120178975 Weiner et al. Jul 2012 A1
20120184007 Picataggio et al. Jul 2012 A1
20120184020 Picataggio et al. Jul 2012 A1
20120190054 Malten et al. Jul 2012 A1
20120190076 Clark et al. Jul 2012 A1
20120190840 Weydahl Jul 2012 A1
20120196338 Blanchard et al. Aug 2012 A1
20120199298 Dyer Aug 2012 A1
20120199299 Dyer Aug 2012 A1
20120208235 Zhang et al. Aug 2012 A1
20120209034 Zhou et al. Aug 2012 A1
20120210467 Barton et al. Aug 2012 A1
20120211184 Jemaa et al. Aug 2012 A1
20120214209 Chotani et al. Aug 2012 A1
20120216705 Rogers et al. Aug 2012 A1
20120220513 Allesen-Holm et al. Aug 2012 A1
20120231510 Rao et al. Sep 2012 A1
20120237983 Harlick Sep 2012 A1
20120237984 Medoff Sep 2012 A1
20120238785 Zhou et al. Sep 2012 A1
20120245336 Daly et al. Sep 2012 A1
20120252085 Edwards et al. Oct 2012 A1
20120264107 Contag Oct 2012 A1
20120266328 Gray et al. Oct 2012 A1
20120266329 Mathur et al. Oct 2012 A1
20120270270 Goedegebuur et al. Oct 2012 A1
20120270278 Dhawan et al. Oct 2012 A1
20120270289 Jeffries et al. Oct 2012 A1
20120270298 Day et al. Oct 2012 A1
20120273338 Lee et al. Nov 2012 A1
20120273339 Lee et al. Nov 2012 A1
20120276594 Voladri et al. Nov 2012 A1
20120276595 Cascao-Pereira et al. Nov 2012 A1
20120277480 Lee et al. Nov 2012 A1
20120277481 Warner et al. Nov 2012 A1
20120277482 Lee et al. Nov 2012 A1
20120277483 Horton et al. Nov 2012 A1
20120277485 Lee et al. Nov 2012 A1
20120277486 Warner et al. Nov 2012 A1
20120277487 Lee et al. Nov 2012 A1
20120277488 Horton et al. Nov 2012 A1
20120277489 Scates et al. Nov 2012 A1
20120277490 Lee et al. Nov 2012 A1
20120277491 Warner et al. Nov 2012 A1
20120282239 Kensch Nov 2012 A1
20120282664 Kondo et al. Nov 2012 A1
20120282666 Noda et al. Nov 2012 A1
20120283164 Svendsen et al. Nov 2012 A1
20120283493 Olson et al. Nov 2012 A1
20120289450 Andersen et al. Nov 2012 A1
20120289607 Xiong et al. Nov 2012 A1
20120291160 Raab Nov 2012 A1
20120301944 Dunn-Coleman et al. Nov 2012 A1
20120309060 Medoff Dec 2012 A1
20120315683 Mosier et al. Dec 2012 A1
20120316330 Zhu et al. Dec 2012 A1
20120316376 Medoff Dec 2012 A1
20120321581 DiCosimo et al. Dec 2012 A1
20120322078 Mcbride et al. Dec 2012 A1
20120322117 Anton et al. Dec 2012 A1
20120322121 Mosier et al. Dec 2012 A1
20120323049 Lee et al. Dec 2012 A1
20120323050 Lee et al. Dec 2012 A1
20120325203 Griffin et al. Dec 2012 A1
20120329096 Foody et al. Dec 2012 A1
20120329100 Uraki et al. Dec 2012 A1
20120329104 Kim et al. Dec 2012 A1
20130011886 Tolan et al. Jan 2013 A1
20130011887 Dayton et al. Jan 2013 A1
20130011895 Medoff et al. Jan 2013 A1
20130012424 Glad et al. Jan 2013 A1
20130014293 Lin et al. Jan 2013 A1
20130023608 Kellett et al. Jan 2013 A1
20130029382 Steffens et al. Jan 2013 A1
20130030215 Bui et al. Jan 2013 A1
20130032466 Lee et al. Feb 2013 A1
20130034888 Aurora et al. Feb 2013 A1
20130034891 Fanselow et al. Feb 2013 A1
20130035516 Orosco et al. Feb 2013 A1
20130035518 Lee et al. Feb 2013 A1
20130035519 Lee et al. Feb 2013 A1
20130035520 Jevtic et al. Feb 2013 A1
20130035521 Orosco et al. Feb 2013 A1
20130035522 Orosco et al. Feb 2013 A1
20130035523 Lee et al. Feb 2013 A1
20130035524 Orosco et al. Feb 2013 A1
20130035525 Johnston et al. Feb 2013 A1
20130040352 McDaniel et al. Feb 2013 A1
20130045891 Beck et al. Feb 2013 A1
20130046032 Scates et al. Feb 2013 A1
20130046119 Scates et al. Feb 2013 A1
20130046120 Zink et al. Feb 2013 A1
20130052693 Baidyaroy et al. Feb 2013 A1
20130052694 Montalibet et al. Feb 2013 A1
20130052698 Yang et al. Feb 2013 A1
20130052713 Yang et al. Feb 2013 A1
20130060070 Huber et al. Mar 2013 A1
20130065270 Bell et al. Mar 2013 A1
Foreign Referenced Citations (1)
Number Date Country
WO 2012112488 Aug 2012 WO
Non-Patent Literature Citations (66)
Entry
Cui et al. Effect of Cellobiase and surfactant supplementation on the Enzymatic Hydrolysis of Pretreated Wheat Straw, BioResources (2011), vol. 6(4), pp. 3850-3858.
Arvelakis et al. Simultaneous Thermal Analysis (STA) on Ash from High-Alkali Biomass., Energy & Fuels (2004), vol. 18, pp. 1066-1076.
Tschirner et al. Recycling of Chemical Pulp From Wheat Straw and Corn Stover., BioResources (2007), vol. 2(4), pp. 536-543.
Hu et al. The enhancement of enzymatic hydrolysis of lignocellulosic substrates by the addition of accessory enzymes such as xylanase: is it an additive or synergistic effect?, Biotechnology for Biofuels (2011), vol. 4:36, pp. 1 to 13.
Kinnarinen et al. Influence of enzyme loading on enzymatic hydrolysis of cardboard waste and size distribution of the resulting fiber residue., Bioresource Technology (Epub Mar. 3, 2014), vol. 159, p. 136-142.
Robertson (2012), Food Packaging. Principles and Practice, Third Edition, CRC Press, p. 258.
Ioelovich., Waste Paper as Promising Feedstock for Production of Biofuel., Journal of Scientific Research & Reports, Journal of Scientific Research & Reports (Feb. 22, 2014), vol. 3(7), pp. 905-916.
Chemicool (last viewed on Dec. 1, 2016).
Zhang, Yi-Heng Percival, and Lee R. Lynd. “Toward an aggregated understanding of enzymatic hydrolysis of cellulose: noncomplexed cellulase systems.” Biotechnology and bioengineering 88.7 (2004): 797-824.
Fan, L. T., Yong-Hyun Lee, and David H. Beardmore. “Mechanism of the enzymatic hydrolysis of cellulose: effects of major structural features of cellulose on enzymatic hydrolysis.” Biotechnology and Bioengineering 22.1 (1980): 177-199.
Mandels, Mary, Lloyd Hontz, and John Nystrom. “Enzymatic hydrolysis of waste cellulose.” Biotechnology and Bioengineering 16.11 (2004): 1471-1493.
Philippidis, George P., Tammy K. Smith, and Charles E. Wyman. “Study of the enzymatic hydrolysis of cellulose for production of fuel ethanol by the simultaneous saccharification and fermentation process.” Biotechnology and bioengineering 41.9 (1993): 846-853.
Pääkkö, M., et al. “Enzymatic hydrolysis combined with mechanical shearing and high-pressure homogenization for nanoscale cellulose fibrils and strong gels.” Biomacromolecules 8.6 (2007): 1934-1941.
Yang, Bin, and Charles E. Wyman. “BSA treatment to enhance enzymatic hydrolysis of cellulose in lignin containing substrates.” Biotechnology and Bioengineering 94.4 (2006): 611-617.
Sun, Ye, and Jiayang Cheng. “Hydrolysis of lignocellulosic materials for ethanol production: a review.” Bioresource technology 83.1 (2002): 1-11.
Saddler, J. N., et al. “Enzymatic hydrolysis of cellulose and various pretreated wood fractions.” Biotechnology and bioengineering 24.6 (1982): 1389-1402.
Khodaverdi, Mandi, et al. “Kinetic modeling of rapid enzymatic hydrolysis of crystalline cellulose after pretreatment by NMMO.” Journal of industrial microbiology & biotechnology (2012): 1-10.
Obama, Patrick, et al. “Combination of enzymatic hydrolysis and ethanol organosolv pretreatments: Effect on lignin structures, delignification yields and cellulose-to-glucose conversion.” Bioresource Technology (2012).
Wiman, Magnus, et al. “Cellulose accessibility determines the rate of enzymatic hydrolysis of steam-pretreated spruce.” Bioresource Technology (2012).
Elliston, Adam, et al. “High concentrations of cellulosic ethanol achieved by fed batch semi simultaneous saccharification and fermentation of waste-paper.” Bioresource Technology (2013).
Kinnarinen, Teemu, et al. “Effect of mixing on enzymatic hydrolysis of cardboard waste: Saccharification yield and subsequent separation of the solid residue using a pressure filter.” Bioresource technology (2012).
Wang, Lei, Richard Templer, and Richard J. Murphy. “High-solids loading enzymatic hydrolysis of waste papers for biofuel production.” Applied Energy (2012).
Li, Sujing, Xiaonan Zhang, and John M. Andresen. “Production of fermentable sugars from enzymatic hydrolysis of pretreated municipal solid waste after autoclave process.” Fuel 92.1 (2012): 84-88.
Dubey, Alok Kumar, et al. “Bioethanol production from waste paper acid pretreated hydrolyzate with xylose fermenting< i> Pichia stipitis</i>.” Carbohydrate Polymers (2012).
Kinnarinen, Teemu, et al. “Solid-liquid separation of hydrolysates obtained from enzymatic hydrolysis of cardboard waste.” Industrial Crops and Products 38 (2012): 72-80.
Kang, Li. Bioconversion of Pulp and Paper Mills Sludge and Prehydrolysate Stream into Ethanol and Cellulase Enzyme. Diss. Auburn University, 2011.
Das, Arpan, et al. “Production of Cellulolytic Enzymes by Aspergillus fumigatus ABK9 in Wheat Bran-Rice Straw Mixed Substrate and Use of Cocktail Enzymes for Deinking of Waste Office Paper Pulp.” Bioresource technology (2012).
Chen, Hui, et al. “Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars.” Applied biochemistry and biotechnology (2012): 1-16.
Yan, Shoubao, et al. “Fed batch enzymatic saccharification of food waste improves the sugar concentration in the hydrolysates and eventually the ethanol fermentation by Saccharomyces cerevisiae H058.” Brazilian Archives of Biology and Technology 55.2 (2012): 183-192.
Arora, Anju, et al. “Effect of Formic Acid and Furfural on the Enzymatic Hydrolysis of Cellulose Powder and Dilute Acid-Pretreated Poplar Hydrolysates.” ACS Sustainable Chemistry & Engineering 1.1 (2012): 23-28.
Wang, Lei, et al. “Technology performance and economic feasibility of bioethanol production from various waste papers.” Energy & Environmental Science 5.2 (2012): 5717-5730.
Vazana, Yael, et al. “Designer Cellulosomes for Enhanced Hydrolysis of Cellulosic Substrates.” Cellulases (2012): 429.
Van Dyk, J. S., and B. I. Pletschke. “A review of lignocellulose bioconversion using enzymatic hydrolysis and synergistic cooperation between enzymes—Factors affecting enzymes, conversion and synergy.” Biotechnology Advances (2012).
Menind, A., et al. “Pretreatment and usage of pulp and paper industry residues for fuels production and their energetic potential.” International Scientific Conference Biosystems Engineering, Tartu, Estonia, May 10-11, 2012.. vol. 10. No. Special Issue I. Estonian Research Institute of Agriculture, 2012.
Han, Lirong, et al. “Alkali pretreated of wheat straw and its enzymatic hydrolysis.” Brazilian Journal of Microbiology 43.1 (2012): 53-61.
Holm, Jana, et al. “Pretreatment of fibre sludge in ionic liquids followed by enzyme and acid catalysed hydrolysis.” Catalysis Today (2012).
Van Heiningen, Adriaan. “Converting a kraft pulp mill into an integrated forest products biorefinery.” Annual Meeting—Pulp and Paper Technical Association of Canada. vol. 92. No. C. Pulp and Paper Technical Association of Canada; 1999, 2006.
Zhu, J. Y., and X. J. Pan. “Woody biomass pretreatment for cellulosic ethanol production: technology and energy consumption evaluation.” Bioresource technology 101.13 (2010): 4992-5002.
Pérez, J., et al. “Biodegradation and biological treatments of cellulose, hemicellulose and lignin: an overview.” International Microbiology 5.2 (2002): 53-63.
Kadam, Kiran L., Chim Y. Chin, and Lawrence W. Brown. “Flexible biorefinery for producing fermentation sugars, lignin and pulp from corn stover.” Journal of industrial microbiology & biotechnology 35.5 (2008): 331-341.
Kuhad, Ramesh Chander, and Ajay Singh. “Lignocellulose biotechnology: current and future prospects.” Critical Reviews in Biotechnology 13.2 (1993): 151-172.
Lawford, Hugh G., and Joyce D. Rousseau. “Production of ethanol from pulp mill hardwood and softwood spent sulfite liquors by genetically engineeredE. coli.” Applied biochemistry and biotechnology 39.1 (1993): 667-685.
Burchhardt, G., and L. O. Ingram. “Conversion of xylan to ethanol by ethanologenic strains of Escherichia coli and Klebsiella oxytoca.” Applied and environmental microbiology 58.4 (1992): 1128-1133.
Zhu, J. Y., Ronald Sabo, and Xiaolin Luo. “Integrated production of nano-fibrillated cellulose and cellulosic biofuel (ethanol) by enzymatic fractionation of wood fibers.” Green Chemistry 13.5 (2011): 1339-1344.
Ichiura, Hideaki, Takuhiro Nakatani, and Yoshito Ohtani. “Separation of pulp and inorganic materials from paper sludge using ionic liquid and centrifugation.” Chemical Engineering Journal 173.1 (2011): 129-134.
López-Contreras, Ana M., et al. “Utilisation of saccharides in extruded domestic organic waste by Clostridium acetobutylicum ATCC 824 for production of acetone, butanol and ethanol.” Applied microbiology and biotechnology 54.2 (2000): 162-167.
Zhang, Xiao, et al. “High consistency enzymatic hydrolysis of hardwood substrates.” Bioresource technology 100.23 (2009): 5890-5897.
Kirk, T. Kent, T. W. Jeffries, and George F. Leatham. “Biotechnology: applications and implications for the pulp and paper industry.” Tappi J 66.5 (1983): 45-51.
Yamashita, Yuya, et al. “Ethanol production from paper sludge by immobilized Zymomonas mobilis.” Biochemical Engineering Journal 42.3 (2008): 314-319.
Lee, Sang-Mok, Jianqiang Lin, and Yoon-Mo Koo. “Hydrolysis of Paper Sludge Using Mixed Cellulase System: Enzymtic Hydrolysis of Paper Sludge.” ACS Symposium Series. vol. 830. Washington, DC; American Chemical Society; 1999, 2002.
Kang, Li, et al. “Enhanced Ethanol Production from De-Ashed Paper Sludge by Simultaneous Saccharification and Fermentation and Simultaneous Saccharification and Co-Fermentation.” BioResources 6.4 (2011): 3791-3808.
Prasetyo, Joni, and Enoch Y. Park. “Waste paper sludge as a potential biomass for bio-ethanol production.” Korean Journal of Chemical Engineering 30.2 (2013): 253-261.
Shammas, Nazih K., Lawrence K. Wang, and Mark Landin. “Treatment of Paper Mill Whitewater, Recycling and Recovery of Raw Materials.” Flotation Technology (2010): 221-268.
Wang, Lei, Richard Templer, and Richard J. Murphy. “A Life Cycle Assessment (LCA) comparison of three management options for waste papers: bioethanol production, recycling and incineration with energy recovery.” Bioresource Technology (2012).
Kang, Li, Wei Wang, and Yoon Y. Lee. “Bioconversion of kraft paper mill sludges to ethanol by SSF and SSCF.” Applied biochemistry and biotechnology 161.1 (2010): 53-66.
Pan, Xuejun, et al. “Biorefining of softwoods using ethanol organosolv pulping: Preliminary evaluation of process streams for manufacture of fuel-grade ethanol and co-products.” Biotechnology and Bioengineering 90.4 (2005): 473-481.
Lark, Nicole, et al. “Production of ethanol from recycled paper sludge using cellulase and yeast, Kluveromyces marxianus” Biomass and Bioenergy 12.2 (1997): 135-143.
Fan, Zhiliang, et al. “Conversion of paper sludge to ethanol in a semicontinuous solids-fed reactor.” Bioprocess and biosystems engineering 26.2 (2003): 93-101.
Jeffries, Thomas W., and Richard Schartman. “Bioconversion of secondary fiber fines to ethanol using counter-current enzymatic saccharification and co-fermentation.” Applied biochemistry and biotechnology 78.1 (1999): 435-444.
Jin, Yongcan, et al. “Green liquor pretreatment of mixed hardwood for ethanol production in a repurposed kraft pulp mill.” Journal of Wood Chemistry and Technology 30.1 (2010): 86-104.
Fan, Zhiliang, and Lee R. Lynd. “Conversion of paper sludge to ethanol, II: process design and economic analysis.” Bioprocess and biosystems engineering 30.1 (2007): 35-45.
Da Silva, Roberto, Dong K. Yim, and Yong K. Park. “Application of thermostable xylanases from Humicola sp. for pulp improvement.” Journal of fermentation and bioengineering 77.1 (1994): 109-111.
Hu, Gang, John A. Heitmann, and Orlando J. Rojas. “Feedstock pretreatment strategies for producing ethanol from wood, bark, and forest residues.” BioResources 3.1 (2008): 270-294.
Saha, Badal C. “Hemicellulose bioconversion.” Journal of industrial microbiology & biotechnology 30.5 (2003): 279-291.
Gáspár, Melinda, Gergely Kálmán, and Kati Réczey. “Corn fiber as a raw material for hemicellulose and ethanol production.” Process Biochemistry 42.7 (2007): 1135-1139.
Zhang, Jiayi, and Lee R. Lynd. “Ethanol production from paper sludge by simultaneous saccharification and co-fermentation using recombinant xylose-fermenting microorganisms.” Biotechnology and bioengineering 107.2 (2010): 235-244.
Related Publications (1)
Number Date Country
20150259719 A1 Sep 2015 US
Provisional Applications (1)
Number Date Country
61953152 Mar 2014 US