The general field of the disclosure herein relates to methods or apparatuses involving nutrient removal with electron donor addition, typically in wastewater treatment environments. More specifically, this nutrient removal may be the removal or partial removal of molecules including but not limited to nitrogen, nitrates, nitrites or other nitrogen compounds (denitrification or denitratation or denitritation or anammox). The methods and apparatuses of the disclosure involve the removal of nutrients via the controlled addition of an external electron donor source including but not limited to acetate or glycerol at a specific zone, achieving a nitrate residual by minimizing chemical oxygen demand or COD, or fluctuating nitrate to a predetermined concentration in order to preserve a desirable quantity of nutrients.
The present disclosure relates to denitrification in wastewater treatment processes through the use of electron donors. An electron donor is needed to achieve denitrification in wastewater treatment processes. Electron donors can be from organic carbon or inorganic chemicals. There are many different types of organic sources used in practice including but not limited to alcohols such as glycerol, methanol, ethanol; volatile fatty acids such as acetate; carbohydrates including but not limited to sugars, starch or cellulose; wastewater carbon, carbon from industrial wastes or manufacturing byproducts, methane, glycols, aldehydes or ketones. Inorganic sources include but are not limited to ammonia, sulfide and ferrous ions. The present disclosure seeks to utilize electron donors for denitrifying partially or completely based on the type of organism used and the solids retention time limiting and electron donor limiting conditions they impose.
The present disclosure includes a polishing application which aims at the removal of nitrate or the combined removal of ammonium and nitrates. Unlike prior art involving steps such as nitrifying reactors (WO 2006022539 A1), partial nitritation systems (CN105923774 (A, chinese patents nr 14, 27, 15), anammox systems (chinese nr 22, 23) or other aerobic steps (chinese patent nr 12), the present disclosure does not involve such pretreatment steps prior to partial denitrification. In addition, when the present disclosure is combined with anammox bacteria, the electron donor is added within the anammox reactor achieving partial denitrification and anammox reactions within a one sludge system unlike prior art applications applying a two stage approach (Chinese patent nr 2, 22, 20).
According to preferred embodiments of the present disclosure, by precisely controlling/limiting the addition of organic carbon or another electron donor, and/or maintaining a nitrate residual, and/or maintaining a limited solids retention time, efficient selection for partial denitrification (denitratation) can be achieved. The anammox reaction can be maximized or facilitated by minimizing diffusion limitations by maintaining an ammonium residual concentration.
In this disclosure, we propose the use of an electron donor for denitrifying organisms to partially denitrify based on providing, in combination or in isolation, solids retention time limiting, electron donor limiting, excess residual nitrate or excess residual ammonia conditions. In some embodiments of the present disclosure, denitrifying organisms can be specialist organisms that can only denitrify partially from nitrate to nitrite. In other embodiments, denitrifying organisms are more general organisms that use the complete step for denitrification, but are able to mostly denitratate (convert nitrate to nitrite) under the controlled conditions. In some such embodiments, the denitrifying organisms can be retained using support material such as synthetic carriers, encapsulation (in pure or mixed cultures), sand, anthracite, wood chips, stones or any other suitable media.
In other such embodiments, the denitrifying organisms in biofilms, on media, in ballasts, in flocculant or in granular form can be retained using physical selectors such as a screen, cyclone, airlift reactor, magnetic separator or other gravimetric, flotation, membrane or filtration device. In certain embodiments, with electron donor limitation, the use of the anammox reaction may be used (in the same reactor on in a separate reactor) for the removal of nitrite with ammonia as the electron donor, concomitant with the use of the limiting electron donors that will reduce nitrate to nitrite. In yet other embodiments, a sensor for oxidized nitrogen can be used to calibrate the stoichiometry of the external carbon addition. A small amount of residual ammonia in the effluent may be preferred in order to ensure that the anammox reaction dominates for the reduction of nitrite when a single reactor is used for both denitrifying steps (from nitrate to nitrite and from nitrite to nitrogen gas).
In some embodiments of the present disclosure, anammox organisms may be bioaugmented to the reactor where the denitrification reactions are performed. The bioaugmentation could occur from sidestream or streams in series or parallel to the reactor. Anammox organisms may also be bioaugmented from this reactor to other reactors if needed in other embodiments. The anammox organism may be collected and then transferred to other processes to perform the anaerobic ammonium oxidation reactions. Such a reactor may comprise processes including, but not limited to, any fixed film, granular or suspended growth biological process. In certain such embodiments, ammonia may be delivered to the reaction step as a residual from previous reactions or as a bypass stream from upstream or sidestream processes. In some such embodiments, the anammox organisms can be retained using support material including, but not limited to, synthetic carriers, sand, anthracite, wood chips, stones, membrane biofilms or encapsulated in pure or mixed cultures or any other suitable media.
In other embodiments, the anammox organisms may be retained using physical selectors including, but not limited to, screens, cyclones, airlift reactor, magnetic separator or other gravimetric, flotation and filtration devices. In certain embodiments, the reactor or reaction step may be a dedicated anoxic zone or zones within an existing biological nutrient removal process or in an integrated or separate polishing step. In certain such embodiments, an oxidized nitrogen stream may be recycled to the anoxic zones to provide the electron acceptor. In certain embodiments, bioaugmentation of a limited amount of denitrifying organisms can be included to allow for denitratation. In yet other embodiments, the anammox reaction can occur in an anoxic biofilm in an aerated zone through diffusion limitation of oxygen within the biofilm.
The present disclosure therefore allows for electron donor for denitrifying organisms to partially denitrify (such as denitratate) based on a nitrate residual, and the average nitrate residual required can be adjusted up or down based on an increase or decrease in solids retention time. The disclosure involves the use of denitrifying organisms which may be generalist or specialist, additions including, but not limited to, anammox bioaugmentation to the denitrification reactor accomplished by retention of anammox organisms using support material or physical selectors, or an anammox reaction in an anoxic biofilm in an aeration zone. The denitratation organisms can also be bioaugnmented if required. There may further exist other reactions within the spirit of the present disclosure not explicitly mentioned or described herein.
The accompanying drawings which are incorporated in and form a part of the specification, illustrate several embodiments of the present disclosure, wherein:
Some of the preferred embodiments of the present disclosure are illustrated in the attached drawings.
Maximization of reaction 1 (nitrate to nitrite) and reaction 2 (ammonium+nitrite to nitrogen gas) is aimed for by optimization of electron donor addition, nitrate residual, ammomium residual and/or sludge retention time (SRT). Reaction 3 (nitrite to nitrogen gas) and reaction 4 (aerobic ammonium oxidization to nitrite or nitrate) are managed to meet effluent treatment requirements and/or nitrite availability within the system.
The balance between denitratation, denitritation and anammox was studied based on a series of batch experiments using a mixture of anammox sludge and denitrifying sludge fed with ammonium (5 mg N/L) and nitrate (10 mg N/L), different energy donors (acetate, methanol, ethanol and glycerol) and with different COD/N ratio (0-2), to evaluate the impact of energy donor source as well as rate of dosing on non-adapted sludge. None of the above factors by itself was identified as a key parameter for denitratation selection. From all carbon sources tested, however, acetate showed the highest potential for enhanced denitratation (and thus nitrite accumulation) independent of anammox competition for nitrite. It has been described in literature that alcohols might be toxic to anammox bacteria. Therefore, for application of certain carbon sources, application of the denitratation and anammox step in a two sludge system might be essential for protecting the anammox bacteria from potential toxicity. Alternatively, operation in thick biofilm or granules, or operation at electron donor limitation will achieve the same protection.
Overall, the energy donor for denitritation, denitratation or denitrification can be any degradable carbon source including alcohols, such as alcohols including but not limited to glycerol, methanol, glycols, ethanol; volatile fatty acids including but not limited to acetate, acetic acid; carbohydrates including but not limited to sugars, starch, or cellulose, wastewater carbon, carbon from industrial waste or manufacturing byproducts, methane, aldehydes or ketones; or any inorganic electron donor such as sulfurous or ferrous sources. While we have used glycerol, methanol, ethanol and acetate in our experiment, other electron donors can be used to achieve denitratation as well.
An important factor in non-adapted sludge to allow for successful application is related to balancing the activity rate between denitrifiers and anammox bacteria to achieve a balance between ammonium removal and total nitrogen removal rate. To confirm the importance of that factor, an additional set of activity tests was performed which showed that increasing the ratio between maximum anammox potential versus observed nitrate rate (controlled by COD addition), results in increased denitratation (and thus ammonium removal) but also affected the total nitrogen removal in a negative way (
In one-sludge systems based on biofilm based anammox retention, direct control of biofilm thickness (about 50-400 um (or, even more preferably, 50-400 um)) can manage the denitritation mass compared to anammox mass (
Alternative to biofilm thickness or granule size control, sludge retention time control allows for selection of denitratation over denitritation. In addition to energy donor limitation, sludge retention time can be limited or decreased to allow for selection. In suspended systems, time is the competition parameter rather than space (as in biofilm systems) (
The long-term addition of acetate in the last anoxic zone of a biological nutrient removal step (
At the moment that selection for denitratation occurs, nitrite can accumulate when operated as a separate step or when anammox rate is limited. The latter nitrite accumulation can increase selection for denitratation due to free nitrous acid accumulation limiting the growth of heterotrophic organisms. In some embodiments, autotrophic organisms (plants, algae and certain bacteria) may be utilized in the same manner. However, it has been shown that heterotrophic organisms are more sensitive to free nitrous acid than nitrite oxidizing organisms or anammox. Protection of anammox in thick biofilm, granules or through encapsulation while exposure of denitritation and denitratation organisms to higher free nitrous acid concentration will therefore stabilize denitratation even under sub-optimal conditions.
During periods with anammox bioaugmentation and thus simultaneous nitrate and ammonium removal, anammox was selectively retained using a 212 um screen while all other organisms (nitrifiers, heterotrophic organisms, denitritation organisms, denitratation organisms) were operated at similar total SRT (
When the right electron donor is selected to donate most electrons upstream from cytochrome c (and thus where nitrite reductase can get electron), given the higher electron accepting capacity of nitrate reductase versus nitrite reductase, electron transport to nitrite reductase is minimized until nitrate concentrations become limited. However, this imbalance may be minimized where longer anoxic times (SRT) are employed under low nitrate residual at which nitrite reductase can get enough electrons donated again. Therefore a balance may be created between minimum nitrate levels and SRT at such low nitrate levels to balance requirements of denitratation only selection with required discharge limits. Overall, average or median nitrate residual concentrations can be used, over longer time constants to optimize the SRT required to maintain a stable denitratation rate. This is a key feature of using nitrate residual over shorter time constants to manage electron donor dosage and longer time constants to manage SRT.
When employed in conjunction, limiting electron donor supply and anoxic SRTs can also result in effective denitratation either due to the selection of certain specialist bacteria or adaptation of generalist bacteria or a combination thereof.
When more COD (under non-limiting conditions) was dosed to the system (COD/NOx-N of 10) at every hour of the test, a reduced nitrate removal rate was observed at a nitrate level of 4-5 mg NO3-N/L (
Enriched anammox sludge originating from a sidestream deammonification reactor (675 mg VSS/L) was mixed into the mainstream sludge (790 mg VSS/L) and a similar test as in
The present disclosure can be applied as a one-sludge system in which both denitratation reactions as well as anammox reactions take place in the same reactor system as suspended, biofilm, granular or a combination of suspended, biofilm, and/or granular. The sludge retention time of anammox is enhanced through selective retention using sequencing batch reactors, carriers, support material, screens, cyclones, airlift reactor, magnetic separator, clarifiers or any other gravimetric, flotation and filtration devices. Control of denitratation SRT can be managed through biofilm thickness control (
The present disclosure can be applied as a two-sludge system in which denitratation reactions are controlled separately from the anammox step. Denitratation control is based on a combination of COD limitation based on nitrate residual and SRT. SRT control can be done by, for example, wasting of suspended biomass, bioaugmentation, biofilm thickness control, settling rate selection, particle size or particle density based selection or retention. A specialized organism can be used, retained or selected that can only perform a partial reduction step from nitrate to nitrite and is grown in suspension, granules, on media or in encapsulation. The denitrifying organisms can be retained using support material such as synthetic carriers, sand, anthracite, wood chips, stones, membrane biofilms or is encapsulated in pure or mixed cultures in natural or synthetic carriers. Alternatively, the denitrifying organisms are retained by physical selectors such as screens, cyclones, airlift reactor, magnetic separator, clarifier or other gravimetric, flotation and filtration devices. The subsequent anammox step treats the formed nitrite and ammonium in a second reactor or reactor zone. Anammox retention in this step is performed by the same technological options as applied in the one-step systems. The advantage of this approach is that denitratation selection is performed completely independent of anammox retention and thus allows for a more specific organism selection. Examples for application are shown in
In all embodiments, bioaugmentation of anammox or denitratation organisms to the process from other reactors, zones or locations can be added. Also, bioaugmentation of one or more selected organisms cultivated in the embodiment can be bioaugmented to other applications and reactors. The BNR reactor can receive bioaugmentation of heterotrophs or autotrophs including anammox organisms from a high strength reactor having a reactor feed concentration greater than 200 milligram ammonium nitrogen per liter. The bioaugmentation of organisms can be in the form of suspended growth in flocs or granules, or attached growth on plastic, sand, anthracite, expanded clay, ceramic, sponges, activated carbon, magnetite, alumina, silica, porous or non-porous rock, wood chips or cellulose rich material, starch or other carbonaceous support material, selectively inhibitory material, iron or iron rich material, stones, shells, rubber, resins, including nitrate or ammonium selective resins, membrane biofilms or encapsulated in pure or mixed cultures, materials rich in electron donor, electron acceptor or rich in micronutrients.
The apparatus/process can be applied by itself (
To achieve the right ammonium versus oxidized nitrogen ratio for the process, a bypass of an ammonium stream can be applied in different applications (
The apparatus/process can be applied within the biological nutrient removal step as a dedicated zone or zones with external energy donor addition (
In the applications shown in
The apparatus/process can be applied as a post treatment of a biological nutrient removal system (
The biological nutrient removal reactor (BNR) can be an activated sludge process, a filter, a mono-media or multi-media filter, an upflow or downflow biological anoxic or aerated filter, a fabric filter, a fluidized bed reactor, continuous backwash filter, a fuzzy filter, an integrated fixed film activated sludge process, a polymeric membrane biofilm reactor, a ceramic membrane biofilm reactor a moving bed biofilm reactor, a membrane bioreactor or a hybrid of any of these reactors.
The BNR system has a volume or a series of volumes and is thereby equipped for dosing electron donor or organic substrate in one or more volumes. The multiple volumes can be in distinct tanks, multiple zones within a single tank, single or multi-media in single or multiple filters or reactors.
The filter or reactor media can be plastic, sand, anthracite, expanded clay, ceramic, sponges, activated carbon, magnetite, alumina, silica, porous or non-porous rock, wood chips or cellulose rich material, starch or other carbonaceous support material, selectively inhibitory material (such as nitrite or free nitrous acid containing material that inhibit certain organisms and not others), iron or iron rich material, stones, shells, rubber, resins including nitrate or ammonium selective resins, membrane biofilms or encapsulated in pure or mixed cultures, materials rich in electron donor, electron acceptor or rich in micronutrients.
The apparatus can be integrated into a multi-zone moving bed bioreactor or multi-zone filter system, or membrane biofilm reactor or suspended growth, or a hybrid combination thereof in series having a first zone including a denitratation and anammox reaction zone in which the electron donor addition is controlled to achieve a nitrate residual, followed by an optional second denitrification zone in which optional additional electron donor is added to achieve full denitrification and low nitrate concentration, and an optional final post aerobic zone removing residual ammonium, only if needed based on an ammonia treatment objective, is added after the first or second zone. Within this configuration, a zone can be a stage within a multistage reactor separated by virtual or real walls. A zone can be part of aggregate, biofilm or granule such as the inner core or out prefer (
The aerobic oxidation of ammonium to nitrite or nitrate can also be achieved by using a membrane aerated biofilm reactor within the anoxic zone.
The apparatus/process according to the present disclosure can be applied as a two zone process where denitratation and/or full denitrification is used as pretreatment before a partial nitritation-anammox system to remove organics that cause toxicity or inhibition on aerobic ammonium oxidizing bacteria and/or anoxic ammonium oxidizing bacteria before those compounds reach the organisms. Nitrate formed within the partial nitritation-anammox stage can be recycled to the denitratation stage to provide enough electron acceptor. The amount of electron donor provided can be controlled by the dilution rate of the wastewater stream using the nitrate recycle flow rate.
The wastewater treatment apparatus can include, if desired, a biological nitrogen removal reactor having a volume or a series of volumes, where the reactor is equipped for dosing electron donor or organic substrate in one or more volumes, an oxidized nitrogen sensor for generating an oxidized nitrogen signal such as nitrate, nitrite, nitrous oxide, nitric oxide or combination thereof, and a controller for processing the oxidized nitrogen signal and thereby limiting the heterotrophic reduction of nitrite under controlled addition of electron donor or organic substrate, the conditions being controlled either along the flow path or along the process timeline, and wherein the controlled addition of electron donor or organic substrate is set such that an on-line or off-line measured nitrate concentration is higher than 1.5 mg/L nitrate as nitrogen, for more than 50% of a reactor volume in space or time.
Within the controller, an electron donor or organic substrate dosing rate range may be set and its upper and lower bound for dosing rate can be changed depending on the desired nitrate, nitrite or ammonium concentration leaving or entering the system.
The wastewater treatment apparatus can include a biological nitrogen removal reactor having a volume or a series of volumes, where the reactor is equipped for dosing electron donor or organic substrate in one or more volumes; an oxidized nitrogen sensor for generating an oxidized nitrogen signal such as nitrate, nitrite, nitrous oxide, nitric oxide or combination thereof, and an ammonia sensor to sense ammonia concentration in the reactor and generate an ammonia signal. According to one aspect of the present disclosure, the controller generates instructions for increasing, decreasing or maintaining the nitrate set-point, ammonium set-point, electron donor or organic substrate concentration, or the upper bound of the COD dosing rate, to maximize total nitrogen removal or minimize ammonium, nitrite or nitrate residual, and an ammonia set-point of approximately half a milligram to two milligrams nitrogen per liter is maintained in the effluent to maximize anammox reactions.
Anammox organisms are feasible to use some types of electron donor or organic substrates such as, for example, volatile fatty acids, acetate, propionate, formate, or electron donor product or intermediates from, for example, glycerol for denitratation. Therefore, both nitrate reduction as well as anoxic ammonium oxidation may be simultaneously performed by anammox organisms.
Electron donor or organic substrate addition can be either controlled based on a nitrate set-point and thus oxidized nitrogen sensor only or by a combination of an oxidized nitrogen sensor and ammonium sensor. Both signals can be used by the controller to generate instructions for increasing, decreasing or maintaining the nitrate set-point, ammonium set-point, electron donor or organic substrate concentration, or the upper or lower bound of the COD dosing rate, to maximize total nitrogen removal or minimize ammonium, nitrite or nitrate residual
Sludge retention times of denitrifying organisms can be done by management of anoxic volumes or times, by managing wasting rates, by backwashing solids or by controlling biofilm thickness. The latter can be done by appropriate selection of media, and through physical or chemical abrasion techniques including, but not limited to, cyclone, airlift reactor, screening, mixing, and air scouring.
Within biofilm systems, two types of biofilms can be differentiated. Sheltered biofilm is biofilm that grows within protected pores of media or on the surface of media within protected zones. This biofilm is protected from physical shear, and the biofilm thickness and/or retention is determined by microbial activity and microbial kinetics. It is especially important for sheltered biofilm to retain slow-growing organisms such as anammox organisms or organisms that need relative longer SRT (such as autotrophs) compared to their competitor organism. Example of media that can support sheltered biofilm include, but are not limited to, expanded clay, ceramics, lava rock, iron rich material, plastic or activated carbon. Iron rich material may, in addition to the sheltered biofilm, provide the micronutrient for anammox growth and assist with biofilm attachment. The second type of biofilm is a non-sheltered or scoured biofilm that is subject to backwash, air scour or shear and this biofilm is controlled by physical forces rather than microbial kinetics. Within this biofilm, fast growing organisms such as heterotrophic organisms will grow, and one can use physical forces to control their solids retention time. Media that support the second type of biofilm include, but are not limited to, sand, anthracite, clay or plastic.
To maintain a differential SRT between denitrifying organisms and anammox organisms, one may select anammox growing in sheltered biofilm and denitrifying organisms growing in non-sheltered biofilms. Especially in filters or moving bed biofilm reactors, where SRT control can only be done by physical forces, protecting anammox organisms from those forces is important to maintain the potential for ammonium removal and thus competition for nitrite. The single or multi-media used according to present disclosure may thus have a combination of sheltered and scoured biofilms to maintain differential solids retention times to support different organism groups, including denitratation organisms, anammox organisms, or a combination thereof.
The nitrate to nitrite conversion rate during denitrification is a faster rate compared to nitrite reduction, especially when nitrate residual is present. Therefore, operation at lower SRT will gradually select for more specialist denitratation organisms or lead to selective denitratation capacity of generalist organisms, compared to operation at long SRT which will maintain a more diverse community structure (composition) or function. Once a more specialist community or function is selected for, characterized by a lack of denitrification genes or reduced expression thereof, for the later denitrification steps, nitrate residual can potentially be decreased while efficient partial denitrification (denitratation) is maintained. The longer the SRT, the potentially higher nitrate residual needed to select for efficient denitratation.
As the controller determines electron donor or organic substrate dosing based on a nitrate set-point, the electron donor dosing rate change over time can provide an indication of the efficiency of the process. The higher the electron donor rate becomes, given a similar nitrate removal rate, or when electron donor rates are normalized for nitrate removal, the less efficient the denitratation selection is, and the more important it is to operate at either (i) a higher nitrate set-point (option 1) and/or (ii) at increased wasting rates (option 2), or increased frequency of a device controlling wasting. The first option (increased nitrate set-point) may allow for operation at maximum nitrate reduction rates, creating a rate differential with the later denitrification steps and thus allowing for nitrite accumulation and thus increased potential anammox contribution while maintaining or minimizing electron donor addition. Operation at decreased SRT (option 2), allows for a growth selection of denitratation versus full denitrification, again by making use of the kinetic rate differential between nitrate reduction and nitrite reduction.
The decision for option 1 or option 2 is determined by the time step. While the change of nitrate set-point is a short term decision and thus fast response, SRT selection is a slower response, and the change in wasting rate is determined based on an evaluation of an average electron donor rate over an extended period of time. Also, nitrate set-point changes are a more applicable option for reactor types that do not allow for precise SRT control, for example, moving bed bioreactors and filters. Options 1 and 2 may be combined within the overall SRT control strategy by determining the wasting rate, and thus the SRT of the system, by evaluating the change of the nitrate set-point over an extended period of time compared to a provided nitrate set-point.
Based on the above explanation, anoxic solids retention times associated with the reactor can be controlled by adjusting flow rate or frequency of a flow device wasting or backwashing the solids, to maintain a certain COD or electron donor dosing rate or normalized COD dosing or electron donor rate per total inorganic nitrogen removed, by sensing and measuring COD dosing rate and/or nitrate, nitrite and ammonium removal rates that are suitable for maximizing the process rate for denitratation and/or anammox within the reactor.
Alternatively, the anoxic solids retention time associated with the reactor can be controlled by adjusting flow rate or frequency of a flow device wasting or backwashing the solids, to maintain a certain nitrate set-point by sensing and measuring nitrate concentrations that are suitable for maximizing the process rate for denitratation and/or anammox within the reactor.
In case nitrite effluent levels are observed, either due to a lack of anammox contribution or due to ammonium limitation, a lower nitrate residual can be chosen to increase electron donor addition and thus allow for increased full denitrification. This can prevent discharge, of nitrite. On the other hand, nitrite and/or nitrate concentration coming out of the partial denitratation-anammox step can be removed from the effluent by an additional denitrification step. Within this step, either electron donor in the effluent of the previous step can be used or additional electron donor might be provided to reduce nitrate and nitrite to dinitrogen gas. Alternatively, when nitrate limits allow, nitrite can be oxidized in a post aerobic step to nitrate to prevent nitrite from being discharged. The additional denitrification step and/or the additional aerobic step can be implemented in space or time within the BNR system.
An ammonium residual (0.5-2 mg N/L) is desired to maintain increased anammox rates and thus provide an increased nitrite sink within the system. This allows for an easier control of partial denitratation selection. Ammonium set-point may be chosen based on discharge limits or desired anammox contribution. The ammonium concentration in the effluent measured by an ammonia sensor for sensing ammonia nitrogen in the reactor, and for generating ammonia concentration signal differs is compared to a defined set-point. A controller processes the ammonia signal and the difference to the set-point, and controls the upper or lower bound on COD dosing, nitrate or nitrite set-point, dissolved oxygen concentration, duration of an aerobic period, and/or duration of an anoxic period in one or more volumes of the reactor.
When ammonium residual is too low, one can either change the lower bound of the COD dosing rate within the controller, increase the nitrate set-point or decrease the dissolved oxygen concentration or aerobic volume to minimize ammonium oxidation. When ammonium is too high, a limitation in anammox activity exists, and thus it may be desirable to increase the competition for nitrite by increasing nitrate set-point, decreasing SRT to washout denitrifying organisms, lower the upper COD dosing rate within the controller, increase anoxic time to provide more time for reaction, or increase aerobic oxidation by increasing dissolved oxygen concentration or increasing aerobic volume or time.
Electron donor dosing may be controlled to meet an effluent nitrate set point. However, to further maximize anammox activity, as indicated by ammonia removal, the process can be controlled using online ammonia and nitrate sensors in the influent and effluent (or process), and the ratio of nitrate removal to ammonia removal may be used to control the upper bound on carbon dosing, such that maximum (or improved) nitrogen removal is achieved and anammox activity is maximized (or improved).
One or more computerized algorithms may be developed using machine learning, artificial intelligence, or neural networks approaches to develop an electron donor dosing protocol that includes, but is not limited to, the variable of influent chemical oxygen demand to influent milligram nitrate-nitrogen ratio, the residual nitrate-nitrogen concentration, and the anoxic solids retention time associated with the first reaction. Such algorithms can reside in an edge computing FOG computing or cloud computing framework, with improvements to the algorithms made periodically.
According to one embodiment illustrated in
According to one embodiment illustrated in
It is understood that the various disclosed embodiments are shown and described above to illustrate different possible features of the disclosure and the varying ways in which these features may be combined. Apart from combining the features of the above embodiments in varying ways, other modifications are also considered to be within the scope of the disclosure. The disclosure is not intended to be limited to the preferred embodiments described above, but rather is intended to be limited only by the claims set out below. Thus, the disclosure encompasses all alternate embodiments that fall literally or equivalently within the scope of these claims.
The invention is not limited to the structures, methods and instrumentalities described above and shown in the drawings. The invention is defined by the claims set forth below.
This application claims priority to U.S. Provisional Patent Application No. 62/359,950, filed Jul. 8, 2016. The entire disclosure of United States Provisional Patent 62/359,950 is incorporated herein by reference.
Number | Date | Country | |
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62359950 | Jul 2016 | US |