Acid and other oxygenate reduction in an olefin containing feed stream

Abstract

The invention relates to the reduction of oxygenates, including acid, from an olefin containing feedstream. Typically the feedstream is of Fischer-Tropsch process origin and includes hydrocarbons, such as olefins, paraffins, and aromatics, as well as oxygenates, including acid.

Description

FIELD OF THE INVENTION

[0001] The invention relates to the reduction of oxygenates, including acid, from an olefin containing feedstream. Typically the feedstream is of Fischer-Tropsch process origin and includes hydrocarbons, such as olefins, paraffins, and aromatics, as well as oxygenates, including acid.

BACKGROUND TO THE INVENTION

[0002] In the production of olefins, products such as 1-octene, oxygenates, including acid, are undesirable components and need to be reduced or completely removed in order to produce a commercially acceptable product.

[0003] At present it is known to remove or reduce the oxygenate, including acid, by using a process as described below.

[0004] Existing Technology:

[0005] The octene train makes use of a potassium carbonate wash to remove acids from the feed. The carbonate is regenerated in a closed loop process, which involves the incineration of the potassium organic salts formed in the wash unit. The acid-free feed then undergoes pre-fractionation to remove lights and heavies and is then referred to as a C8 broadcut. The next processing step is oxygenate removal which is an extractive distillation with NMP to remove oxygenates such as ketones and aldehydes.

[0006] Acid Removal and Oxygenate Removal thus occur in two separate processing steps.

[0007] The above technology is sensitive to the design acid number of the feed stream.

SUMMARY OF THE INVENTION

[0008] According to a first aspect of the invention, there is provided a process for the reduction of oxygenates, including acid, in an olefin and paraffin containing hydrocarbon feed stream, said process including azeotropic distillation of the feed stream using a binary entrainer to recover at least the olefin and paraffin portion of the feed stream.

[0009] The binary entrainer may include a polar species.

[0010] The polar species may be acetonitrile.

[0011] The binary entrainer may include a solvent, such as an alcohol, which is also a polar species.

[0012] The binary entrainer may include water.

[0013] The feed stream is typically of Fischer Tropsch process origin containing hydrocarbons, such as olefins and/or paraffins and/or aromatics, and impurities, such as acid and other oxygenates.

[0014] The feed stream may include C7 to C12 hydrocarbons of olefinic and paraffinic nature.

[0015] The feed stream may be fed to the azeotropic distillation column at an intermediate feed point.

[0016] The azeotropic disitillation column reflux may be a recycle stream that contains a mixture of binary entrainer and olefin enriched hydrocarbons.

[0017] The hydrocarbons in the feed stream may form an azeotrope with the binary entrainer in order to recover the ternary acids-and-other-oxygenate-impoverished-hydrocarbon-binary-entrainer azeotrope overhead from the azeotropic distillation column.

[0018] Acids and other oxygenates may be recovered from the bottoms of this column. In one embodiment, virtually all the acids and other oxygenates are recovered from said bottoms.

[0019] The binary entrainer may be a mixture of ethanol and water. However, alternative solvents of the binary entrainer include one or more of methanol, propanol, iso-propanol, butanol, and acetonitrile.

[0020] The distillate from the azeotropic distillation column may be condensed and sub-cooled, optionally, together with an overheads stream from an associated stripper column.

[0021] The condensed stream may then be routed to a phase separator where a light hydrocarbon-rich phase is separated from a heavier solvent-rich phase.

[0022] The heavy phase which consists mainly of the binary entrainer components i.e. solvent and water, and also hydrocarbon species, may be routed to the azeotropic distillation column as binary entrainer.

[0023] The light phase may be mainly acid and other oxygenate impoverished or free hydrocarbon material with some solvent of binary entrainer origin, and very little water.

[0024] The light phase may be fed to the associated stripper column where the acid and oxygenate free hydrocarbons are recovered in the bottoms. The overhead vapour product from this column is a solvent-hydrocarbon azeotrope, which may be returned to the overheads condenser.

[0025] Without being bound by theory, it is believed that the binary entrainer results in the formation of a ternary azeotrope, which is the dominant distillate product of the azeotropic distillation column.

[0026] It is believed that the polar species of the binary entrainer forms the low-boiling binary azeotrope with the non-oxygenate portion of the feed stream but not with the acid and other oxygenate portion thereof.

[0027] The azeotrope may be homogeneous or heterogeneous depending on the choice of binary entrainer, polar species or solvent.

[0028] The addition of water enhances phase separation in all instances. However, where the azeotrope is homogeneous, the addition of water results in phase separation being possible.

[0029] Addition of water also results in the formation of a low-boiling ternary azeotrope, which is richer in hydrocarbon (non-oxygen containing species) content, thus improving the efficiency of the azeotropic distillation process.

[0030] It is one advantage of the invention that the addition of water to the solvent or polar species to form the binary entrainer results in the formation of a heterogeneous ternary azeotrope, and so facilitates phase separation of the distillate. The solvent phase can be recovered in a phase separator instead of another separation process. (If the binary hydrocarbon-solvent azeotrope is pressure-sensitive, distillation can be used to recover the solvent. This is more energy intensive than phase separation.)

[0031] A further advantage of the ternary azeotrope used to recover the hydrocarbons by reduction of the acids and other oxygenates is that this azeotrope is richer in hydrocarbons than the binary solvent-hydrocarbon azeotrope. Considerably less solvent and energy is required to recover the hydrocarbons to the distillate of the azeotropic column.

[0032] Yet a further advantage is that this choice of solvent results in an environmentally friendly process when compared with other solvent options.

[0033] Yet a further advantage is that this process is more environmentally friendly than currently used carbonate wash and incineration processes. The choice of an environmentally friendly solvent, such as ethanol, can further enhance the environmentally friendly qualities of this process.

[0034] Yet a further advantage is that the azeotropic distillation process is robust in terms of feed acid content.

BRIEF DESCRIPTION OF AN EMBODIMENT OF THE INVENTION

[0035] What follows are two examples of the removal of acid and other oxygenates from a C7 to C12 olefin containing feed stream i.e. a C8 broadcut of a Fischer-Tropsch process. In the first example the acid and other oxygenates are removed with the aid of an azeotropic distillation using acetonitrile and water as binary entrainer and in the second example using ethanol and water as the binary entrainer.

[0036] The examples are by way of illustration only and are in no way limiting of the broad principles of the invention.

EXAMPLE 1

Acid and Other Oxygenate Removal from Ca Broadcut Using Azeotropic Distillation with Acetonitrile.

[0037] An azeotropic distillation process to remove acids and oxygenates from C8 broadcut using acetonitrile as the solvent was piloted in glass columns. It was aimed to firstly prove the process concept, and secondly to collect at least two sets of data point samples for the stripper and azeotropic columns, under stable operating conditions. The process was piloted without closing the solvent loop.

[0038] Aspen™ simulations have been able to closely approximate the results obtained on the pilot plant. The predicted product stream composition and column profile temperature results match the experimental data well.

[0039] From the pilot plant experimental work it appears that the 1-octene recovery may exceed 98.5%. The hexanal specification is met in the stripper bottoms, and the acetonitrile levels in the azeotropic and stripper column bottoms are within specification.

[0040] A conventional 1-octene plant, as shown in FIG. 1, includes 3 basic steps:

[0041] 1. Organic acid removal using a potassium carbonate wash.

[0042] 2. Oxygenate extraction using extractive distillation with NMP.

[0043] 3. Super-fractionation to produce co-monomer grade 1-octene.

[0044] In the present invention, as embodied in this example and as shown in FIG. 2, steps 1 and 2 can be combined in the acetonitrile azeotropic distillation process, after pre-fractionation. This necessitates a stainless steel pre-fractionator. The product from the azeotropic distillation process will be acid free C8 broadcut, containing minimal oxygenates. This product can be super-fractionated.

[0045] In FIG. 1, an olefinic feed stream 10 is fed to a potassium carbonate wash 12 from which an acid free olefin stream 14 C7-C12 is fed to a splitter 16 made of carbon steel. The splitter 16 has 3 product streams, a C7− overhead stream 18, a bottoms C9+ stream 20, and a C8 broadcut stream 22 which is fed to NMP extractrive distillation 24 from which an oxygenate stream 26 is drawn of and a product 28 is fed to super fractionation 30 from which a C8 lights stream 32, a C8 heavies stream 34 and a co-monomer grade octane 36 is recovered.

[0046] In FIGS. 2 and 3, the azeotropic distillation process 40 would make use of an azeotropic 42 and a stripper column 44. The overheads 46, 48 of both columns will report to a combined condenser 50 and reflux drum 52. The combined overhead streams phase separate on cooling. The acetonitrile phase 54 is recycled to the azeotropic column 42, and the hydrocarbon phase 57 is fed to the stripper column 44.

[0047] The process would require water removal from the solvent loop 46, 54. This is because the possibility exists that esterification reactions could cause a build-up of water in the solvent loop.

[0048] The azeotropic column bottoms product 58 consists of oxygenates and acids, and the stripper column bottoms 57 is the hydrocarbon product stream.

[0049] Azeotropic Column 42

[0050] A 50-mm diameter glass Oldershaw column for aqueous systems with 40 actual trays was used. The feed 22 reported to tray 21, and the reflux 54 to tray 1 (top of column). Distillate was collected in the phase separator 52. The heavy solvent phase 54 from the phase separator was recycled to the azeotropic column as reflux.

[0051] Stripper Column 44

[0052] A 50-mm diameter glass Oldershaw column for organic systems with 20 trays was used. The feed 56 for this column reported to tray 1. The distillate 48 reported to the phase separator 52. The light hydrocarbon phase 56 from the phase separator was the feed for this column.

[0053] Phase Separator 52

[0054] A jacketed glass phase separator was used. The operating temperature of the phase separator was effectively controlled at 45° C. by means of a Lauda Bath.

[0055] It is expected that a commercial plant would require a pervaporation unit 58 or distillation column to control the water content of the solvent recycle 54 to the azeotropic column 42. During piloting, the water content was controlled by addition of dry acetonitrile, and thus the solvent cycle was not closed.

[0056] Analyses of product streams were done by GC-FID on a FFAP (polar) column. The acetonitrile content of the azeotropic 42 and stripper column 44 was determined on a PONA (non-polar) column. Water content analyses were done by means of Karl Fischer.

[0057] Data Logging:

[0058] Spot checks were made of all flow rates on an hourly basis, and logged.

[0059] 2-minute averages of the azeotropic column profile and feed temperatures were logged via a PLC system.

[0060] All other temperatures were manually logged on the hour every hour.

[0061] Five sets of data point samples were taken. All samples were analyzed, all flows and temperatures were plotted and mass balances were calculated. All of this information was evaluated before a decision was taken whether the plant was stable for a long enough period when the samples were drawn, to warrant further processing of data, whereafter two data points were selected at which the plant was stable, namely points 4 and 5.

[0062] Graphical representations of constant feed and product flows as well as constant profile temperatures for data points 4 and 5 are shown in FIGS. 4, 5, 6 and 7 and shown in tables 1, 2 and 3.

[0063] Constant analytical results for critical components in product steams.

TABLE 1
Acetonitrile Content of Azeotropic Column Bottoms
	Data Point 4		Data Point 5
	Time	Concentration (ppm)	Time	Concentration (ppm)
	00:00	9.1	20:00	74.9
	02:00	23.8	22:00	64.6
	04:00	12.2	00:00	48.3
	06:00	0.0	04:00	13.6

[0064] The acetonitrile content for the 8 hours preceding data point 4 was stable at low concentrations. For the 8 hours preceding data point 5, the acetonitrile content decreased constantly as the bottoms stream approached ‘on-specification’ status.

[0065] Similar analytical results for the phases from the phase separator and those of the two recycle containers.

TABLE 2
Compositions of Azeotropic Column Solvent and Phase
Separator Heavy Phase for Data Point 4
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Phase	2.886	0.217	0.072	0.061	15.58	79.34
Separator
Heavy
Phase
Azeo-	2.332	0.172	0.047	0.025	15.36	79.76
tropic
Column
Solvent

[0066]

TABLE 3
Compositions of Azeotropic Column Solvent and Phase
Separator Heavy Phase for Data Point 5
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Phase	2.800	0.211	0.040	—	14.48	80.08
Separator
Heavy
Phase
Azeo-	2.678	0.233	0.039	—	14.5	80.28
tropic
Column
Solvent

[0067] The measured mass flows and temperatures are presented in FIGS. 8 and 9. The octene recoveries are calculated by determining the ratio of octene in the stripper bottoms, to the total octene in both bottoms streams.

[0068] The solvent: feed ratio was higher for data point 4. It can also be seen from the temperature profiles, that the azeotropic column ran at higher bottoms temperature than for data point 5.

[0069] Critical Component Analytical Results for Data Point 4

[0070] The distillate samples for both the azeotropic and stripper columns phase separate as a result of cooling from process to ambient temperature. The results for both phases are presented here in tables 4, 5 and 6.

TABLE 4
Azeotropic Column (wt %)
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Solvent	2.332	0.172	0.047	0.025	15.36	79.760
Distillate	55.911	9.072	0.060	0.040	0.05	5.325
Light
Phase
Distillate	2.233	0.176	0.036	0.037	14.5	80.291
Heavy
Phase
Bottoms	0.203	0.039	41.429	2.628	n.a.	0.000

[0071]

TABLE 5
Stripper Column (wt %)
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Feed	55.016	9.137	0.023	0.019	0.05	6.053
Distillate	46.930	9.281	0.014	0.014	0.03	9.349
Light
Phase
Distillate	7.448	0.884	0.061	0.025	1.02	84.030
Heavy
Phase
Bottoms	59.250	9.828	—	—	n.a.	0.000

[0072]

TABLE 6
Phase Separator (wt %)
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Heavy	2.436	0.188	0.073	0.061	15.58	79.337
Phase
Light	54.935	9.079	0.05	0.036	n.a.	6.439
Phase

[0073] Critical Component Analytical Results for Data Point 5

[0074] The distillate samples for both the azeotropic and stripper columns phase separate as a result of cooling from process to ambient temperature. The results for both phases are presented here in tables 7, 8 and 9.

TABLE 7
Azeotropic Column (wt %)
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Solvent	2.637	0.196	0.039	—	14.96	79.904
Distillate	56.160	9.020	—	—	n.a.	5.553
Light
Phase
Distillate	2.678	0.233	0.039	—	14.5	80.277
Heavy
Phase
Bottoms	19.011	4.487	26.301	1.951	n.a.	0.0014

[0075]

TABLE 8
Stripper Column (wt %)
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Solvent	56.160	9.020	—	—	n.a.	5.553
Distillate	45.846	9.000	0.043	—	n.a.	6.441
Light
Phase
Distillate	7.344	0.869	0.133	—	1.00	82.892
Heavy
Phase
Bottoms	60.250	9.370	—	—	n.a.	0.000

[0076]

TABLE 9
Phase Separator (wt %)
	1-	n-	2-Hexa-
Stream	Octene	Octane	none	Hexanal	Water	Acetonitrile
Heavy	2.800	0.211	0.040	—	14.48	80.087
Phase
Light	57.407	9.122	—	—	n.a.	5.094
Phase

[0077] Symbol: ‘-’, Status: undetected components on GC results

[0078] Symbol: ‘n.a.’, Status: no analysis done

[0079] Feed Composition

[0080] Using the GC-MS trace of a C8 broadcut done on a polar column as basis, the most important hydrocarbons and all the oxygenate components were identified in the feed. The hydrocarbon fraction was converted to actual components by using the components and relative quantities as per the C8 broadcut composition of a conventional process. Refer to the GC table, table 20.

[0081] Mass Balances and Product Compositions

[0082] Azeotropic Column 42:

[0083] The feed and reflux flow rates to the azeotropic column were measured on scales. The overheads flow was determined from volumetric and density measurements, while the bottoms flow was very dependent on the level in the reboiler. Therefore it was assumed that the azeotropic column reflux and feed flow rates were accurately determined.

[0084] Stripper Column 44:

[0085] Using the simulation results obtained for the azeotropic column as basis an overall plant mass balance was calculated. This fixed the stripper column bottoms flow. The number of theoretical stages was fixed at eight. The feed flow rate to the stripper was manipulated to match the bottoms 1-octene and n-octane experimental data.

[0086] A comparison between measured and simulated mass flow rates is presented in tables 10 and 11. The reconciled mass flow rates are optimized up to 5 decimal places in certain cases. This is because, at low flow rates, a change in a mass flow rate, even at the 5th decimal, can result in substantial product composition changes.

TABLE 10
Mass flow Rates for Data Point 4
		Simulation
Stream	Measured (kg/hr)	(kg/hr)
Azeotropic Column Feed	0.800	0.800
Azeotropic Column Solvent	1.939	1.939
Azeotropic Column Distillate	2.647	2.6210
Azeotropic Column Bottoms	0.088	0.1180
Stripper Column Feed	0.711	0.7720
Stripper Column Distillate	0.072	0.090
Stripper Column Bottoms	0.65	0.682
Azeotropic Column Mass Balance	99.85396	100.0
Stripper Column Mass Balance	101.5471	100.0
Overall System Mass Balance	92.25	100.0

[0087]

TABLE 11
Mass flow Rates for Data Point 5
		Simulation
Stream	Measured (kg/hr)	(kg/hr)
Azeotropic Column Feed	0.788	0.788
Azeotropic Column Solvent	1.789	1.789
Azeotropic Column Distillate	2.24	2.4118
Azeotropic Column Bottoms	0.181	0.16525
Stripper Column Feed	0.612	0.6950
Stripper Column Distillate	0.061	0.0723
Stripper Column Bottoms	0.542	0.6227
Azeotropic Column Mass Balance	93.87359	100.0
Stripper Column Mass Balance	98.52941	100.0
Overall System Mass Balance	91.51899	100.0

[0088] The material balances as shown in tables 10 and 11 were used for the simulations. The simulations were performed on Aspen Plus™ using the Unifac Dortmund group contribution method to predict the vapour-liquid and liquid-liquid equilibrium data. Tables 21 to 24 show the Aspen™ simulation for the azeotropic stripper columns for data points 4 and 5.

[0089] In FIG. 10, the azeotropic column temperature profile for data point 4 differs at the feed point—the feed entered at 105° C. The predicted profile for data point 5 matches the plant data well. These azeotropic column profiles are simulated for profile sampling conditions.

[0090] The stripper column profiles, simulated for data point conditions, differ from the measured data in the middle stages of the column. For Data Point 4, the stripper column had a hotter profile in the top stages, and for data point 5, the stripper column ran colder in the top stages.

[0091] For all columns, the simulation matches the measured distillate and bottoms product temperatures well.

[0092] Samples were taken from sampling points between the sections of the azeotropic column 42, with the purpose of examining the liquid composition profiles as shown in FIGS. 12 to 17.

[0093] The profile samples for data point 4 were taken a day after the product data point samples. The average mass flow rates, and temperatures for the column had changed by this stage and the profiles were simulated at these new flow conditions. Recycle and bottoms samples were also taken. In the case of data point 5, the profile samples were taken a few hours after the data point samples, and no recycle or bottoms samples were taken. In this case the recycle and bottoms compositions of the data point were used for the simulation of the azeotropic column.

[0094] Profile samples could only be taken above the feed point. The sample points were located between column sections, and the liquid samples were of the tray above the sample point.

[0095] The simulations of both data point 4 and 5 profiles yielded the best results (in terms of 1-octene and n-octane bottoms concentration) for an azeotropic column with 18 stages, and the feed reporting to stage 8.

[0096] In the case of 1-octene profiles in FIG. 12, both the simulation and experimental results indicate a concentration bulge in the middle stages of the column. At lower stage numbers (stages near the top of the column), the simulation predicts a higher 1-octene presence than experimentally determined, for both data point profiles. The data point 4 simulation matches the experimental profile very well. There is good agreement for the product stream concentrations.

[0097] The profiles of n-octane in FIG. 13 bear strong resemblance to those of 1-octene for corresponding data points. The predicted and measured profiles, as well as product stream concentrations agree well.

[0098] Combining the 2-hexanone and 1-hexanal concentrations compensates for integration errors that result because of their close proximity on the GC-traces. Referring to FIG. 14 for their concentration profiles, there is fairly good agreement between predicted and experimental data, especially for profile 4. The simulation predicts the significant increase in the measured concentrations of these components between stages 5 and 18.

[0099] Both the predicted and measured column profiles for acetonitrile in FIG. 15, reflect a sharply decreasing concentration profile from the top to the feed stages, and indicate that negligible amounts of acetonitrile are present below the feed stage.

[0100] Both simulations predict a sharp toluene concentration peak between stages 5 and 11 (from the top). The experimental results for profile 4 indicate that a much higher toluene concentration in the azeotropic column than was predicted. The results for profile 5 indicate significantly lower toluene concentrations than was predicted. There is not a strong agreement between the simulated and experimental data as presented in FIG. 16.

[0101] The profile 4 and 5 simulations predict concentration peaks for 1-butanol in the middle stages of the column. The predicted concentrations are significantly lower than was determined experimentally, as can be seen in FIG. 17.

[0102] The same feed composition was used for both the data point 4 and data point 5 simulations. The GC-results for the solvent recycle to the azeotropic column, and the feed to the stripper column was used as input to the simulation. Manipulated column parameters include bottoms flow rates, and theoretical number of stages. For data point 4, the azeotropic column was simulated with 18 theoretical stages (feed at stage 8), and for data point 5, the azeotropic column was simulated with 19 theoretical stages (feed at stage 9).

[0103] Azeotropic Column Bottoms 58:

[0104] For both data points, there is a good match for the azeotropic column bottoms 1-octene and n-octane concentration results (tables 12 and 16). This is because column parameters were manipulated to obtain a good match for these two components. The corresponding predicted 2-hexanone concentration for data point 4 is also close to the experimental data for that design run. The presence of trace amounts of acetonitrile in the bottoms for data point 5 is not predicted by the simulation, which predicts no acetonitrile in this stream. The simulation also predicts higher concentrations of 2-hexanone and hexanal for data point 5, than was experimentally determined. The simulated and experimental values for both data points compare reasonably well for all the components.

[0105] Stripper Column Bottoms 56:

[0106] The measured and simulated data for the stripper column bottoms compares very well for both data points (tables 14 and 18). There is a good match for the 1-octene and n-octane concentration results. Once again column parameters were manipulated to obtain a good match for these two components.

[0107] Because the distillate samples of the two columns underwent phase separation, and the respective weights of the light and heavy phases were unknown, the distillate stream for these columns could not be directly compared with simulated data. In order to compare the plant and simulated results, the phase separation was simulated at low temperatures in Aspen™. The phase separation temperature was manipulated in an attempt to match plant and simulated data.

[0108] Azeotropic Column Distillate 46:

[0109] There is a reasonably good agreement between measured and simulated data for the azeotropic column distillate streams (tables 13 and 17). In the light phase, the concentrations 1-octene and n-octane compare particularly well. The simulation predicts considerably less acetonitrile in the light phase than was measured. In the heavy phase, the simulation predicts comparable water and acetonitrile concentrations, although the acetonitrile concentration is somewhat lower than that determined experimentally. The simulation also predicts between 1.5 to 2 times the amount of hydrocarbons (C8 fraction) in the heavy phase than was measured.

[0110] Stripper Column Distillate 48:

[0111] The phase separation of the stripper column distillate stream is not approximated well by the simulation (tables 15 and 19). In the light phase, there is only good agreement for n-octane. The simulation predicted significantly higher 1-octene, and significantly lower acetonitrile concentrations than was measured. These differences are more marked for data point 4 than for data point 5. In the heavy phase, the simulation predicted close to double the hydrocarbon concentration (C8 fraction) and significantly lower acetonitrile concentrations than was experimentally determined.

TABLE 12
Azeotropic Column Results for Data Point 4
		Input	Results	Plant Data
	Component	Feed	Solvent	Bottoms	Bottoms
	Toluene	0.909	0.349	0.015	0.164
	1-Octene	51.569	2.334	0.289	0.203
	n-Octane	8.498	0.172	0.037	0.049
	Ethyl Benzene	0.108	0.027	0.796	0.457
	Butyl Acetate	0.076	0.006	0.570	0.358
	2-Hexanone	5.886	0.048	40.055	41.429
	Hexanal	0.511	0.049	4.017	2.628
	1-Butanol	0.076	0.040	0.015	0.053
	1-Pentanol	2.824	0.000	18.994	17.186
	Propanoic Acid	0.999	0.000	6.723	4.960
	Isobutanoic Acid	0.781	0.000	5.253	4.687
	Butanoic Acid	0.059	0.000	0.522	0.379
	Water	0.000	15.355	0.000	n.a.
	Acetonitrile	0.000	79.855	0.000	0.000
	Flow Rate (kg/hr)	0.800	1.939	0.1180	0.088
	Temperature (° C.)	105.0	55.0	128.7	130.0
	Theoretical Stages	18
	Feed Stage	8

[0112]

TABLE 13
Azeotropic Column Distillate for Data Point 4
	Simu-
	lation	Heavy		Light
	Results	Phase	Heavy	Phase	Light
	for	Simu-	Phase	Simu-	Phase
	Total	lation	Plant	lation	Plant
Component	Distillates	Result	Data	Result	Data
Toluene	0.533	0.370	0.369	1.021	1.018
1-Octene	17.331	4.656	2.233	55.317	55.911
n-Octane	2.699	0.363	0.176	9.702	9.072
2-Hexanone	0.014	0.017	0.036	0.007	0.060
Hexanal	0.010	0.011	0.037	0.008	0.040
Water	11.421	15.148	14.5	0.249	0.05
Acetonitrile	59.076	77.534	80.291	3.761	5.325
Flow Rate	2.6210
(kg/hr)
Temper-	68.9	30.0		30.0
ature (° C.)

[0113]

TABLE 14
Stripper Column Results for Data Point 4
	Input	Simulation Result	Plant Data
Component	Feed	Bottoms	Bottoms
Toluene	0.941	0.980	0.990
1-Octene	55.011	58.777	59.250
n-Octane	9.136	9.810	9.828
2-Hexanone	0.023	0.025	—
Hexanal	0.019	0.020	—
Water	0.050	0.000	n.a.
Acetonitrile	6.053	0.000	0.000
Flow Rate (kg/hr)	0.7720	0.0900	0.6500
Temperature (° C.)	50.0	114.6	114.0
Theoretical Stages	8

[0114]

TABLE 15
Stripper Column Distillate for Data Point 4
	Simu-
	lation	Heavy		Light
	Results	Phase	Heavy	Phase	Light
	for	Simu-	Phase	Simu-	Phase
	Total	lation	Plant	lation	Plant
Component	Distillate	Result	Data	Result	Data
Toluene	0.647	0.632	0.303	0.679	0.419
1-Octene	26.473	14.561	7.448	51.151	46.930
n-Octane	4.032	1.577	0.884	9.119	9.281
2-Hexanone	0.011	0.014	0.061	0.004	0.014
Hexanal	0.007	0.009	0.025	0.004	0.012
Water	0.429	0.614	1.02	0.046	0.03
Acetonitrile	51.920	74.453	84.030	5.237	9.349
Flow Rate	0.6820
(kg/hr)
Temper-	73.2	33.0		33.0
ature (° C.)

[0115]

TABLE 16
Azeotropic Column Results for Data Point 5
		Input	Results	Plant Data
	Component	Feed	Solvent	Bottoms	Bottoms
	Toluene	0.909	0.081	0.009	0.231
	1-Octene	51.569	2.632	19.009	19.011
	n-Octane	8.498	0.196	4.388	4.487
	Ethyl Benzene	0.108	0.000	0.514	0.487
	Butyl Acetate	0.076	0.000	0.361	0.276
	2-Hexanone	5.886	0.039	28.374	26.301
	Hexanal	0.511	0.000	2.437	1.951
	1-Butanol	0.076	0.215	0.233	0.089
	1-Pentanol	2.824	0.000	13.468	11.402
	Propanoic Acid	0.999	0.000	4.766	3.530
	Isobutanoic Acid	0.781	0.000	3.724	3.162
	Butanoic Acid	0.059	0.000	0.283	0.231
	Water	0.000	14.927	0.000	n.a.
	Acetonitrile	0.000	79.728	0.000	0.0014
	Flow Rate (kg/hr)	0.788	1.789	0.16525	0.1810
	Temperature (° C.)	105.0	40.0	118.9	119.2
	Theoretical Stages	19
	Feed Stage	9

[0116]

TABLE 17
Azeotropic Column Distillate for Data Point 5
	Simulation
	Results for	Heavy Phase		Light Phase
	Total	Simulation	Heavy Phase	Simulation	Light Phase
Component	Distillate	Result	Plant Data	Result	Plant Data
Toluene	0.417	0.401	0.381	1.076	1.043
1-Octene	17.499	4.848	2.678	55.512	56.100
n-Octane	2.621	0.368	0.233	9.392	9.020
2-Hexanone	0.008	0.009	0.039	0.004	—
Hexanal	0.000	0.000	—	0.000	—
Water	11.073	14.674	14.50	0.252	n.a.
Acetonitrile	59.141	77.560	80.277	3.799	5.553
Flow Rate (kg/hr)	2.4118
Temperature (° C.)	68.6	30.0		30.0

[0117]

TABLE 18
Stripper Column Results for Data Point 5
Component	Input	Simulation Result	Plant Data
	Feed	Bottoms	Bottoms
Toluene	1.040	1.087	1.116
1-Octene	56.136	59.628	60.250
n-Octane	9.001	9.595	9.370
2-Hexanone	0.000	0.000	—
Hexanal	0.000	0.000	—
Water	0.050	0.000	n.a.
Acetonitrile	5.541	0.014	0.000
Flow Rate (kg/hr)	0.6950	0.6227	0.5420
Temperature (° C.)	50.0000	113.6739	113.6
Theoretical Stages	8

[0118]

TABLE 19
Stripper Column Distillate for Data Point 5
	Simulation
	Results for	Heavy Phase		Light Phase
	Total	Simulation	Heavy Phase	Simulation	Light Phase
Component	Distillate	Result	Plant Data	Result	Plant Data
Toluene	0.638	0.623	0.300	0.672	0.408
1-Octene	26.062	14.449	7.344	51.514	45.846
n-Octane	3.882	1.531	0.869	9.035	9.000
2-Hexanone	0.000	0.000	0.133	0.000	0.043
Hexanal	0.000	0.000	—	0.000	—
Water	0.479	0.676	1.00	0.049	n.a.
Acetonitrile	53.141	75.039	82.892	5.148	6.441
Flow Rate (kg/hr)	0.0723
Temperature (° C.)	73.7	33.0	33.0	33.0	33.0

[0119] The octene recovery for data point 4 was in excess of the desired 98.5%. In both design runs analyzed here, the hexanal specification on the sweetened C8 (stripper bottoms) stream was met. The acetonitrile specification was met in both bottoms streams for data point 4, and was met for the stripper bottoms in data point 5.

TABLE 20
GC Analysis of C8 broadcut
Retention
Time	Mass %	GC-MS Identification	Simulation
2.511	0.005068	Hydrocarbon	Hydrocarbon
2.977	0.043491	Hydrocarbon	Hydrocarbon
3.041	0.005582	Hydrocarbon	Hydrocarbon
3.083	0.012221	Hydrocarbon	Hydrocarbon
3.194	0.006287	Hydrocarbon	Hydrocarbon
3.24	0.147933	Hydrocarbon	Hydrocarbon
3.303	1.23937	Hydrocarbon	Hydrocarbon
3.351	0.639047	Hydrocarbon	Hydrocarbon
3.407	2.074029	Hydrocarbon	Hydrocarbon
3.451	0.356071	Hydrocarbon	Hydrocarbon
3.528	0.097393	Hydrocarbon	Hydrocarbon
3.584	0.75468	Hydrocarbon	Hydrocarbon
3.665	8.448708	n-octane	N-OCTANE
3.717	3.393533	Hydrocarbon	Hydrocarbon
3.868	3.130383	Hydrocarbon	Hydrocarbon
3.924	0.796352	Hydrocarbon	Hydrocarbon
3.984	0.32873	Hydrocarbon	Hydrocarbon
4.036	0.493326	Hydrocarbon	Hydrocarbon
4.109	0.182206	Hydrocarbon	Hydrocarbon
4.259	51.26867	1-octene	1-OCTENE
4.31	0.075931	Hydrocarbon	Hydrocarbon
4.422	0.36444	Hydrocarbon	Hydrocarbon
4.466	1.053717	Hydrocarbon	Hydrocarbon
4.51	0.224041	Hydrocarbon	Hydrocarbon
4.618	0.956411	Hydrocarbon	Hydrocarbon
4.677	1.801322	Hydrocarbon	Hydrocarbon
4.765	0.171383	Hydrocarbon	Hydrocarbon
4.846	0.379639	Hydrocarbon	Hydrocarbon
4.959	0.167541	Hydrocarbon	Hydrocarbon
5.052	0.250624	Hydrocarbon	Hydrocarbon
5.151	0.371768	Hydrocarbon	Hydrocarbon
5.204	0.668217	Hydrocarbon	Hydrocarbon
5.338	0.449502	Hydrocarbon	Hydrocarbon
5.382	0.228238	Hydrocarbon	Hydrocarbon
5.473	0.087151	Hydrocarbon	Hydrocarbon
5.574	0.336488	Hydrocarbon	Hydrocarbon
5.635	1.136021	Hydrocarbon	Hydrocarbon
5.852	1.134322	Hydrocarbon	Hydrocarbon
5.942	0.972871	Hydrocarbon	Hydrocarbon
6.077	0.124791	Hydrocarbon	Hydrocarbon
6.24	0.211384	Hydrocarbon	Hydrocarbon
6.476	0.058137	Hydrocarbon	Hydrocarbon
6.565	0.056595	Hydrocarbon	Hydrocarbon
6.733	0.07084	Hydrocarbon	Hydrocarbon
6.935	0.031847	Hydrocarbon	Hydrocarbon
7.105	0.031424	Hydrocarbon	Hydrocarbon
7.265	0.009995	Hydrocarbon	Hydrocarbon
7.412	0.03435	Hydrocarbon	Hydrocarbon
7.749	0.013635	Hydrocarbon	Hydrocarbon
7.823	0.06842	Cyclic Hydrocarbon	1-METHYL-1-
			ETHYCYCLO-
			PENTANE
8.19	0.064099	2-methylpentanal	1-METHYLPENTANAL
8.229	0.046491	MIBK	MIBK
8.639	0.082199	3-methylpentanal	1-METHYLPENTANAL
8.854	0.904193	Tolueen	TOLUENE
9.071	0.38793	3-hexanone	3-HEXANONE
9.557	0.075291	butylacetate	N-BUTYL-ACETATE
9.669	0.025217	C7ketone	5-METHYL-2-
			HEXANONE
9.799	5.851833	2-hexanone	2-HEXANONE
9.848	0.508014	hexanal	1-HEXANAL
10.023	0.025718	C7ketone	5-METHYL-2-
			HEXANONE
10.383	0.06678	C7ketone	5-METHYL-2-
			HEXANONE
10.489	0.009959	C7ketone	5-METHYL-2-
			HEXANONE
10.709	0.056065	C7ketone	5-METHYL-2-
			HEXANONE
10.972	0.107845	ethylbenzene	ETHYLBENZENE
11.072	0.076346	1-butanol	N-BUTANOL
11.169	0.027141	4-methyl-2-pentanol	4-METHYL-2-
			PENTANOL
11.525	0.013734	cyclopentanone	CYCLOPENTANONE
12.189	0.025914	cyclopentanone	CYCLOPENTANONE
12.34	0.166595	3-hexanol	2-HEXANOL
12.432	0.228465	cyclopentanone	CYCLOPENTANONE
12.48	0.60214	2-methyl-1-butanol	2-METHYL-1-
			BUTANOL
12.54	0.021664	cyclopentanone	CYCLOPENTANONE
12.678	0.225832	cyclopentanone	CYCLOPENTANONE
12.95	0.29267	2-hexanol	2-HEXANOL
13.242	0.032278	pentyl propionate	N-BUTYL-N-
			BUTYRATE
13.312	2.808017	1-pentanol	1-PENTANOL
13.707	0.017209	branched C6 alcohol	2-HEXANOL
14.259	0.199871	2-methyl-1-pentanol	2-METHYL-1-
			PENTANOL
14.401	0.083215	2-ethyl-1-butanol	2-ETHYL-1-
			BUTANOL
14.518	0.098982	4-methyl-1-pentanol	2-METHYL-1-
			PENTANOL
14.764	0.035969	3-methyl-1-pentanol	2-METHYL-1-
			PENTANOL
15.084	0.021057	C6 alcohol	2-HEXANOL
18.34	0.003604	propanoic acid	PROPIONIC-ACID
18.765	0.7764	isobutanoic acid	ISOBUTYRIC-ACID
19.641	0.058977	butanoic acid	N-BUTYRIC-ACID
22.512	0.018163	phenol	N-BUTYRIC-ACID

[0120]

TABLE 21
Aspen ™ Simulation Stream Results for Data Point 4
Azeotropic Column
	Mass Fractions
Component	Feed	Reflux	Distillate	Bottoms
2-METHYL-2-PENTENE	8.60E−07	5.14E−08	3.01E−07	6.57E−16
1-HEPTENE	0.00221789	0.0001327	0.0007751	2.47E−09
N-HEPTANE	0.00035861	2.15E−05	0.0001253	2.72E−10
2,3-DIMETHYL-1-HEXENE	0.01083749	0.0006483	0.0037875	1.27-E−06
TOLUENE	0.00902388	0.003486	0.0053265	0.00015
2-METHYL-1-HEPTENE	0.089273	0.0053407	0.0311983	2.74E−05
3-METHYLHEPTANE	0.053963	0.0032283	0.0188582	2.24E−05
2-METHYL-1-HEPTENE	2.60E−02	0.0015577	0.0090971	5.84E−05
TRANS-1,4-DIMETHYLCYCLOHEXANE	6.84E−03	0.0004093	0.0023908	9.33E−06
2-ETHYL-1-HEXENE	3.82E−03	0.0002287	0.0013354	1.11E−05
1-OCTENE	0.51166335	0.0233422	0.1733116	0.002893
TRANS-4-OCTENE	0.00047041	2.81E−05	0.0001643	2.98E−06
1-METHYL-1-ETHYLCYCLOPENTANE	0.01148075	0.0006868	0.0040114	2.17E−05
TRANS-2-OCTENE	0.01228398	0.0007349	0.0042839	0.000204
CIS-2-OCTENE	0.00964383	0.0005769	0.0033609	0.00021
N-OCTANE	0.08431844	0.0017224	0.0269939	0.000368
2,2-DIMETHYLHEPTANE	0.01206124	0.0007216	0.0041951	0.000447
2,6-DIMETHYLHEPTANE	0.00571888	0.0003421	0.0019702	0.000632
ETHYLBENZENE	0.00107629	0.0002664	0.0001673	0.007958
1ECHEXE	0.00030443	1.82E−05	7.53E−05	0.000691
P-XYLENE	0.00288265	0.0001725	0.0001052	0.020041
4-METHYLOCTANE	0.00037237	2.23E−05	0.0001069	0.000517
3-METHYLOCTANE	0.00016769	1.00E−05	4.12E−05	0.000387
2M1OCTE	0.00083676	5.01E−05	9.38E−05	0.004412
1-NONENE	0.0017019	0.0001018	0.0001069	0.010837
1-DECENE	2.58E−06	1.54E−07	8.45E−08	1.81E−05
1-METHYL-1-ETHYLCYCLOPENTANE	0.00068283	0.002627	0.0021518	7.97E−07
ETHYLCYCLOHEXANE	0	0	0	0
2M1PNTAN	0.00146007	0	2.98E−05	0.009236
METHYL-ISOBUTYL-KETONE	0.00046398	0	6.79E−05	0.001637
ETHYL-BUTYRATE	0	0	0	0
N-PROPYL-PROPIONATE	0	0	0	0
3-HEXANONE	0.00387155	0	5.41E−05	0.025047
DIISOPROPYL-KETONE	0	0	0	0
N-BUTYL-ACETATE	0.0007514	6.10E−05	1.79E−05	0.005699
2-HEXANONE	0.0584015	0.0004751	0.000144	0.40055
1-HEXANAL	0.00506999	0.0004867	9.91E−05	0.04017
5-METHYL-2-HEXANONE	0.00183372	0	1.55E−09	0.012432
N-BUTANOL	0.00076193	0.0004024	0.0005234	0.000153
4-METHYL-2-PENTANOL	0.00027086	0	1.11E−06	0.001812
CYCLOPENTANONE	0.00514579	0	2.73E−06	0.034826
2-METHYL-1-BUTANOL	6.01E−03	0	5.73E−05	0.039468
3-METHYL-1-BUTANOL	0	0	0	0
2-HEXANOL	0.00496537	0	1.44E−07	0.03366
N-BUTYL-N-BUTYRATE	3.22E−04	0	9.58E−12	0.002184
1-PENTANOL	2.80E−02	0	2.51E−06	0.189939
2-ETHYL-1-BUTANOL	8.30E−04	0	3.32E−09	0.00563
2-HEPTANONE	0	0	0	0
2-METHYL-1-PENTANOL	3.34E−03	0	5.34E−09	0.022654
PROPIONIC-ACID	9.92E−03	0	2.31E−09	0.067229
ISOBUTYRIC-ACID	0.0077485	0	4.40E−12	0.052532
N-BUTYRIC-ACID	0.00076986	0	1.03E−14	0.005219
WATER	0.001996	0.1535509	0.1142052	6.70E−16
ACETONITRILE	0	0.7985474	0.5907605	7.26E−10
Total Flow (mol/sec)	0.00205152	0.0153019	0.0170067	3.47E−04
Total Flow (kg/hr)	0.8	1.939	2.621	0.17999
Total Flow (m3/hr)	0.00229331	0.0026735	1.9783793	0.000164
Temperature (° C.)	105	55	68.937559	1.28E+02
Pressure (bar)	0.89	0.87	0.86	9.10E−01
Vapor Fraction	0.00434105	0	1	0.00E+00
Enthalpy (Mmkcal/hr)	−0.2901608	−0.750563	−0.432572	−0.096777

[0121]

TABLE 22
Aspen ™ Simulation Stream Results for Data Point 4
Stripper Column
	Mass Fractions
Component	Feed	Distillate	Bottoms
2-METHYL-2-PENTENE	9.73E−07	6.69E−06	2.18E−07
1-HEPTENE	0.00250822	0.0037091	0.0023498
N-HEPTANE	0.00040555	0.0005309	0.000389
2,3-DIMETHYL-1-HEXENE	0.01225614	0.0088657	0.0127036
TOLUENE	0.00941027	0.0064701	0.0097983
2-METHYL-1-HEPTENE	0.10095904	0.0661221	0.1055563
3-METHYLHEPTANE	0.06102688	0.0349999	0.0644615
2-METHYL-1-HEPTENE	0.02944606	0.0157073	0.0312591
TRANS-1,4-DIMETHYLCYCLOHEXANE	0.00773765	0.0046325	0.0081474
2-ETHYL-1-HEXENE	0.004323	0.0022179	0.0046008
1-OCTENE	0.55011376	0.264728	0.5877747
TRANS-4-OCTENE	0.00053198	0.0002565	0.0005683
1-METHYL-1-ETHYLCYCLOPENTANE	0.01298361	0.0068376	0.0137947
TRANS-2-OCTENE	0.01389198	0.0060991	0.0149204
CIS-2-OCTENE	0.01090623	0.0036747	0.0117286
N-OCTANE	0.09136175	0.0403216	0.0980973
2,2-DIMETHYLHEPTANE	0.01364009	0.0048454	0.0148007
2,6-DIMETHYLHEPTANE	0.00646749	0.0020079	0.007056
ETHYLBENZENE	0.00091642	0.0002402	0.0010057
1ECHEXE	3.44E−04	1.04E−04	3.76E−04
P-XYLENE	0.00326	0.0008539	0.0035775
4-METHYLOCTANE	0.00042111	0.000102	0.0004632
3-METHYLOCTANE	0.00018964	4.305E−05	0.000209
2M1OCTE	0.00094629	0.0002065	0.0010439
1-NONENE	0.00192468	0.0003628	0.0021308
1-DECENE	2.92E−06	2.22E−07	3.27E−06
1-METHYL-1-ETHYLCYCLOPENTANE	0	0	0
ETHYLCYCLOHEXANE	0	0	0
2M1PNTAN	0.00214482	0.0011852	0.0022715
METHYL-ISOBUTYL-KETONE	0	0	0
ETHYL-BUTYRATE	0	0	0
N-PROPYL-PROPIONATE	0	0	0
3-HEXANONE	0.00043201	0.0002066	0.0004618
DIISOPROPYL-KETONE	0	0	0
N-BUTYL-ACETATE	0	0	0
2-HEXANONE	0.00023	0.0001073	0.0002462
1-HEXANAL	0.0001886	0.0000699	0.0002043
5-METHYL-2-HEXANONE	0	0	0
N-BUTANOL	0	0	0
4-METHYL-2-PENTANOL	0	0	0
CYCLOPENTANONE	0	0	0
2-METHYL-1-BUTANOL	0	0	0
3-METHYL-1-BUTANOL	0	0	0
2-HEXANOL	0	0	0
N-BUTYL-N-BUTYRATE	0	0	0
1-PENTANOL	0	0	0
2-ETHYL-1-BUTANOL	0	0	0
2-HEPTANONE	0	0	0
2-METHYL-1-PENTANOL	0	0	0
PROPIONIC-ACID	0	0	0
ISOBUTYRIC-ACID	0	0	0
N-BUTYRIC-ACID	0	0	0
WATER	0.00049995	0.0042885	8.00E−12
ACETONITRILE	0.06052846	0.5191961	4.78E−07
Temperature (° C.)	50	74.691222	114.62583
Pressure (bar)	0.87	0.86	0.865
Vapor Fraction	0	1	0
Mole Flow (mol/sec)	0.00211167	0.0004283	0.0016834
Mass Flow (kg/hr)	0.772	0.09	0.682
Volume Flow (m3/hr)	0.00106096	0.0502664	0.0010583
Enthalpy (Mmkcal/hr)	−0.2107546	0.0105329	−0.183224

[0122]

TABLE 23
Aspen ™ Simulation Results for Data Point 5
Azeotropic Column
	Mass Fractions
Component	Feed	Reflux	Distillate	Bottoms
2-METHYL-2-PENTENE	8.67E−07	6.46E−08	3.31E−07	2.57E−14
1-HEPTENE	0.00223533	0.00016649	0.0008539	1.25E−07
N-HEPTANE	0.00036143	2.69E−05	0.0001381	2.64E−08
2,3-DIMETHYL-1-HEXENE	0.01092271	0.00081356	0.0041658	9.44E−05
TOLUENE	0.00909484	0.00377664	0.0056981	0.0010945
2-METHYL-1-HEPTENE	0.08997503	0.00670167	0.0342298	0.0020324
3-METHYLHEPTANE	0.05438736	0.00405097	0.0205735	0.0029431
2-METHYL-1-HEPTENE	0.02624242	0.00195463	0.0097319	0.0042667
TRANS-1,4-DIMETHYLCYCLOHEXANE	0.00689581	0.00051362	0.0025952	0.000567
2-ETHYL-1-HEXENE	0.00385268	0.00028696	0.0014152	0.0008242
1-OCTENE	0.51568698	0.02631877	0.1749905	0.1900901
TRANS-4-OCTENE	0.0004741	3.53E−05	0.0001675	0.000199
1-METHYL-1-ETHYLCYCLOPENTANE	0.01157104	0.00086185	0.004289	0.0019114
TRANS-2-OCTENE	0.0123806	0.0009222	0.0039298	0.0116668
CIS-2-OCTENE	0.00971967	0.00072395	0.0029426	0.0112401
N-OCTANE	0.0849815	0.00195667	0.0262112	0.0438792
2,2-DIMETHYLHEPTANE	0.01215609	0.00090543	0.0027237	0.0280179
2,6-DIMETHYLHEPTANE	0.00576385	0.00042931	0.0008814	0.019269
ETHYLBENZENE	0.00108476	0	1.97E−06	0.005144
1ECHEXE	0.00030682	2.29E−05	2.35E−05	0.0013678
P-XYLENE	0.00290532	0.00021639	0.0001163	0.0144989
4-METHYLOCTANE	0.0003753	2.80E−05	2.96E−05	0.0016607
3-METHYLOCTANE	0.0001690	0.000013	0.000012	0.0007656
2M1OCTE	0.00084334	0.000063	0.000051	0.0039606
1-NONENE	0.001715	0.000128	0.000093	0.0081994
1-DECENE	2.60E−06	1.94E−07	1.00E−07	1.30E−05
1-METHYL-1-ETHYLCYCLOPENTANE	0.0006882	0	0.0002199	7.17E−05
ETHYLCYCLOHEXANE	0	0	0	0
2M1PNTAN	0.00146854	0	2.34E−06	0.0069686
METHYL-ISOBUTYL-KETONE	0.00050292	0	1.28E−05	0.002212
ETHYL-BUTYRATE	0	0	0	0
N-PROPYL-PROPIONATE	0	0	0	0
3-HEXANONE	0.003902	0	3.31E−06	0.0185586
DIISOPROPYL-KETONE	0	0	0	0
N-BUTYL-ACETATE	0.0007573	0	3.94E−08	0.0036107
2-HEXANONE	0.0588608	0.00038913	7.89E−05	0.283741
1-HEXANAL	0.0051099	0	3.34E−08	0.0243657
5-METHYL-2-HEXANONE	2.26E−03	0	1.62E−10	0.0107872
N-BUTANOL	0.0007627	0.00214924	0.0016837	0.0023313
4-METHYL-2-PENTANOL	0	0	0	0
CYCLOPENTANONE	0	0	0	0
2-METHYL-1-BUTANOL	0	0	0	0
3-METHYL-1-BUTANOL	0.00011768	0	1.38E−08	0.000561
2-HEXANOL	0.00294382	0	4.25E−09	0.0140377
N-BUTYL-N-BUTYRATE	0	0	0	0
1-PENTANOL	0.02824449	0	1.15E−07	0.1346831
2-ETHYL-1-BUTANOL	0.00837019	0	1.42E−09	0.0399135
2-HEPTANONE	0.00013981	0	1.18E−12	0.0006667
2-METHYL-1-PENTANOL	0.00336781	0	2.11E−10	0.0160595
PROPIONIC-ACID	0.00999418	0	8.76E−11	0.0476576
ISOBUTYRIC-ACID	0.00780943	0	5.98E−14	0.0372396
N-BUTYRIC-ACID	0.00059322	0	6.99E−17	0.0028288
WATER	0	0.14926978	0.1107261	3.88E−18
ACETONITRILE	0	0.79727623	0.5914076	2.58E−11
Total Flow (mol/sec)	0.00199525	0.01401295	0.0155527	0.0004555
Total Flow (kg/hr)	0.788	1.789	2.41175	0.16525
Total Flow (m3/hr)	0.00118443	0.00241014	1.8289356	0.0002364
Temperature (° C.)	105	40	68.62402	118.90637
Pressure (bar)	0.9	0.85	0.85	0.9
Vapor Fraction	0	0	1	0
Liquid Fraction	1	1	0	1
Solid Fraction	0	0	0	0
Enthalpy (kJ/kmol)	−162557.29	−56919.984	−27806.01	−277903
Enthalpy (kJ/kg)	−1481.7728	−1605.0428	−645.527	−2757.804
Enthalpy (kJ/sec)	−0.3243436	−0.7976171	−0.432458	−0.126591
Entropy (kJ/kmol-K)	−653.63383	−159.11155	−103.4981	−573.8553
Entropy (kJ/kg-K)	−5.9581261	−4.4866642	−2.402748	−5.694722
Density (kmol/m3)	6.06442123	20.9309461	0.0306133	6.9355028
Density (kg/m3)	665.294893	742.278709	1.3186631	698.88841
Average MW	109.704598	35.4632183	43.074901	100.76968

[0123]

TABLE 24
Aspen ™ Simulation Results for Data Point 5
Stripper Column
	Mass Fractions
Component	Feed	Distillate	Bottoms
2-METHYL-2-PENTENE	8.29E−07	2.89E−06	5.90E−07
1-HEPTENE	0.00222718	0.00270089	0.0021722
N-HEPTANE	0.00043015	0.00049116	0.0004231
2,3-DIMETHYL-1-HEXENE	0.01235251	0.00842136	0.0128089
TOLUENE	0.01040091	0.00638444	0.0108673
2-METHYL-1-HEPTENE	0.10169535	0.06334433	0.1061482
3-METHYLHEPTANE	0.06841953	0.03804184	0.0719466
2-METHYL-1-HEPTENE	0.02946664	0.0151488	0.0311291
TRANS-1,4-DIMETHYLCYCLOHEXANE	0.00779627	0.00449613	0.0081794
2-ETHYL-1-HEXENE	0.00431516	0.00213582	0.0045682
1-OCTENE	0.56136107	0.26062454	0.5962788
TRANS-4-OCTENE	0.00052437	0.00024464	0.0005569
1-METHYL-1-ETHYLCYCLOPENTANE	0.01397132	0.00715451	0.0147628
TRANS-2-OCTENE	0.01314158	0.0056031	0.0140169
CIS-2-OCTENE	0.0100963	0.00420782	0.0107800
N-OCTANE	0.09000748	0.0388240	0.0959503
2,2-DIMETHYLHEPTANE	0.01263572	0.0044202	0.0135896
2,6-DIMETHYLHEPTANE	0.00420843	0.0012872	0.0045476
ETHYLBENZENE	0	0	0
1ECHEXE	7.20E−05	2.13E−05	7.79E−05
P-XYLENE	0.00025539	6.37E−05	0.0002777
4-METHYLOCTANE	0.00010388	2.48E−05	0.0001131
3-METHYLOCTANE	4.22E−05	9.46E−06	4.60E−05
2M1OCTE	0.00016907	3.63E−05	0.0001845
1-NONENE	0.00031472	5.82E−05	0.0003445
1-DECENE	3.56E−07	2.66E−08	3.94E−07
1-METHYL-1-ETHYLCYCLOPENTANE	0	0	0
ETHYLCYCLOHEXANE	0	0	0
2M1PNTAN	0	0	0
METHYL-ISOBUTYL-KETONE	7.41E−05	4.46E−05	7.75E−05
ETHYL-BUTYRATE	0	0	0
N-PROPYL-PROPIONATE	0	0	0
3-HEXANONE	1.07E−05	4.37E−06	1.15E−05
DIISOPROPYL-KETONE	0	0	0
N-BUTYL-ACETATE	0	0	0
2-HEXANONE	0	0	0
1-HEXANAL	0	0	0
5-METHYL-2-HEXANONE	0	0	0
N-BUTANOL	0	0	0
4-METHYL-2-PENTANOL	0	0	0
CYCLOPENTANONE	0	0	0
2-METHYL-1-BUTANOL	0	0	0
3-METHYL-1-BUTANOL	0	0	0
2-HEXANOL	0	0	0
N-BUTYL-N-BUTYRATE	0	0	0
1-PENTANOL	0	0	0
2-ETHYL-1-BUTANOL	0	0	0
2-HEPTANONE	0	0	0
2-METHYL-1-PENTANOL	0	0	0
PROPIONIC-ACID	0	0	0
ISOBUTYRIC-ACID	0	0	0
N-BUTYRIC-ACID	0	0	0
WATER	0.00049881	0.00479492	6.58E−10
ACETONITRILE	0.05540794	0.5314085	0.0001408
Total Flow (mol/sec)	0.00188615	0.00034827	0.0015379
Total Flow (kg/hr)	0.695	0.07229999	0.6227
Total Flow (m3/hr)	0.00095829	0.04122056	0.0009659
Temperature (° C.)	50	73.4326375	113.6739
Pressure (bar)	0.85	0.85	0.85
Vapor Fraction	0	1	0
Liquid Fraction	1	0	1
Solid Fraction	0	0	0
Enthalpy (kJ/kmol)	−118067.6	29656.1711	−126537.8
Enthalpy (kJ/kg)	−1153.522	514.289212	−1125.032
Enthalpy (kJ/sec)	−0.2226938	0.01032864	−0.194599
Entropy (kJ/kmol-K)	−638.39586	−176.88227	−672.5969
Entropy (kJ/kg-K)	−6.2371355	−3.0674441	−5.979979
Density (kmol/m3)	7.08563747	0.03041701	5.7319263
Density (kg/m3)	725.243443	1.75397859	644.69719
Average MW	102.354015	57.664385	112.47479

EXAMPLE 2

Acid and Other Ogygenate Removal Using Azeotropic Distillation with Ethanol

[0124] An azeotropic distillation process to remove acids and oxygenates from C8 broadcut using ethanol as the solvent was carried out in glass columns. It was aimed to firstly prove the process concept, and secondly to collect at least two sets of data point samples for the stripper and azeotropic columns, under stable operating conditions. The process was piloted without closing the solvent loop.

[0125] From the pilot plant experimental work it appears that the required 1-octene recovery of >98.5%, 1-hexanal specification of <100 ppm in the final product and ethanol concentrations of below 50 ppm in both column bottoms could be reached.

[0126] Stable operation of the phase separator and azeotropic column was possible between solvent water concentrations of 6.26 wt % and 9.77 wt %, operating at 28° C. At water concentration lower than 6.26 wt %, phase separation was lost, and at water concentrations higher than 9.77 wt %, there was phase separation in the azeotropic column below the feed point.

[0127] Phase separation is lost at 39° C., at a solvent water concentration at 9.3 wt %.

[0128] Aspen™ simulations have been able to approximate the results obtained on the pilot plant. The predicted product stream composition results match the experimental data well.

[0129] The same equipment and pilot plant configuration was used for the ethanol run as for Example 1. The phase separator was however operated at 28° C. to ensure stable phase separation.

[0130] As for Example 1, during the experiments five sets of data point samples were taken. All samples were analyzed, all flows and temperatures were plotted and mass balances were calculated where possible. All of this information was evaluated before a decision was taken whether the plant was stable for a long enough period when the samples were drawn, to warrant further processing of the data.

[0131] The criteria for stable operation are:

[0132] Constant feed and product flows as shown graphically in FIGS. 18 to 25.

[0133] The azeotropic column could be assessed in terms of constant flows, as the feed to this column was operated on flow control. The stripper column feed was operated on level control, to maintain constant level in the recycle stream buffer containers. For this reason the stripper column flow profiles were not constant.

[0134] Constant profile temperatures as shown in FIGS. 22 to 25.

[0135] Constant analytical results for critical components in product streams.

TABLE 25
Ethanol Content of Azeotropic Column Bottoms
Data Point 1	Data Point 3	Data Point 4	Data Point 5
Time	ETOH (ppm)	Time	ETOH (ppm)	Time	ETOH (ppm)	Time	ETOH (ppm)
06:00	6.9	00:00	561.4	20:00	5.6	18:00	3.4
08:00	0.0	02:00	12.9	00:00	0.0	20:00	0.0
10:00	26.3	04:00	41.9	02:00	23.9	23:00	35.1
12:00	3.9	06:00	21.3	06:00	9.0	02:00	9.6
14:00	0.0	08:00	4.3	08:00	0.0	03:00	6.8

[0136] As can be seen in Table 25 the ethanol content for the 8 hours preceding all the data points was stable at low concentrations, and also below specification. The concentration of ethanol in the azeotropic column bottoms for Data Point 5 increased drastically to 2436 ppm, 2 hours after the data point samples were taken.

[0137] Similar analytical results for the phases from the phase separator and those of the two recycle containers are shown in Tables 26 to 29.

TABLE 26
Compositions of Azeotropic Column Solvent and
Phase Separator Heavy Phase for Data Point 1
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Phase Separator	12.079	1.644	0.293	0.037	9.80	67.81
Heavy Phase
Azeotropic Column	13.184	1.839	0.280	0.044	9.50	66.07
Solvent

[0138]

TABLE 27
Compositions of Azeotropic Column Solvent and
Phase Separator Heavy Phase for Data Point 3
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Phase Separator	14.506	2.022	0.080	0.032	8.82	65.74
Heavy Phase
Azeotropic Column	14.105	1.921	0.044	0.024	8.87	66.74
Solvent

[0139]

TABLE 28
Compositions of Azeotropic column solvent and
Phase Separator Heavy Phase for Data Point 4
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Phase Separator	13.937	1.932	—	—	9.10	67.03
Heavy Phase
Azeotropic Column	13.665	1.901	—	—	8.60	67.94
Solvent

[0140]

TABLE 29
Compositions of Azeotropic Column Solvent and
Phase Separator Heavy Phase for Data Point 5
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Phase Separator	14.405	2.034	—	—	8.84	66.52
Heavy Phase
Azeotropic Column	13.695	1.923	—	—	9.3	67.27
Solvent

[0141] Mass Balances within 10% error

[0142] Because the measured flow rates are small, a small measurement error can result in a significant mass balance error. The overall plant balance based on average flow rates was within 10% balance. However, it should be noted that the flow rates for the stripper column did fluctuate to maintain constant levels in the recycle containers. This has an effect on the plant balance.

TABLE 30
Data Point Mass Balances based on Average Flow Rates
	Data Point	DP 1	DP 3	DP 4	DP 5
	Mass Balance	96.2%	103.8%	92.1%	89.3%

[0143] Phase separation on the trays in the Azeotropic Column

[0144] If the water content of the solvent reflux to the azeotropic column becomes to high, it causes phase separation below the feed point in the azeotropic column. For this reason, the water levels in the reflux were maintained below 10% (below 11.4% on a HC-free basis).

[0145] The measured mass flows and temperatures for data points 1, 3, 4, and 5 are presented in FIGS. 26 to 29. The thermocouples for temperature measurement were located between sections, and actually measured the temperature of the liquid from the stage above which they are located. The tray 1 thermocouple in the azeotropic column measured the distillate temperature.

[0146] The distillate samples for both the azeotropic and stripper columns phase separate as a result of cooling from process to ambient temperature. Where possible, the results for both phases are presented here in Tables 31 to 42.

TABLE 31
Azeotropic Column (wt %) Data Point 1
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Solvent	13.184	1.839	0.280	0.044	9.5	66.073
Distillate Light Phase	49.763	8.054	0.194	0.032	0.65	11.963
Distillate Heavy Phase	13.083	1.832	0.277	0.046	10.28	66.002
Bottoms	0.600	0.132	41.297	2.032	n.a.	0.000 ppm

[0147]

TABLE 32
Stripper Column (wt %) Data Point 1
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Feed	49.008	7.944	0.180	0.041	0.85	14.030
Distillate Light Phase	No Sample
Distillate Heavy Phase	19.171	2.891	0.033	—	4.49	57.076
Bottoms	57.923	9.437	0.217	0.057	n.a.	0.000 ppm

[0148]

TABLE 33
Phase Separator (wt %) Data Point 1
Stream	1-Octene	n-Octane	2-Hexanone	Hexanal	Water	Ethanol
Heavy Phase	12.079	1.644	0.293	0.037	9.8	67.813
Light Phase *	48.930	8.120	0.201	0.047	0.4	11.178

[0149]

TABLE 34
Azeotropic Column (wt %) Data Point 3
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Solvent	14.105	1.921	0.044	0.024	8.87	66.740
Distillate	52.041	8.504	0.068	0.034	0.4	11.096
Light
Phase
Distillate	14.125	2.001	0.002	0.008	9.10	65.564
Heavy
Phase
*
Bottoms	0.000	0.000	43.423	2.061	n.a.	4.31 ppm

[0150]

TABLE 35
Stripper Column (wt %) Data Point 3
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Feed	51.735	8.341	0.030	0.021	0.4	12.148
Distillate	No Sample
Light
Phase
Distillate	18.9444	2.186	—	—	3.56	59.086
Heavy
Phase
Bottoms	60.049	9.730	0.028	0.019	n.a.	0.000
						ppm

[0151]

TABLE 36
Phase Separator (wt %) Data Point 3
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Heavy	14.506	2.022	0.080	0.032	8.82	65.744
Phase
Light	50.700	8.268	0.049	0.028	0.1	13.034
Phase

[0152]

TABLE 37
Azeotropic Column (wt %) Data Point 4
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Solvent	13.665	1.901	—	—	8.6	67.937
Distillate	54.471	8.431	—	—	0.49	11.983
Light
Phase
Distillate	13.284	1.835	—	—	9.39	67.915
Heavy
Phase
Bottoms	10.862	2.105	32.892	2.085	n.a.	0.000
						ppm

[0153]

TABLE 38
Stripper Column (wt %) Data Point 4
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Feed *	48.218	7.955	—	—	0.4	15.877
Distillate	No Sample
Light
Phase
Distillate	14.151	1.956	—	—	3.48	72.345
Heavy
Phase
Bottoms	59.880	9.785	—	—	n.a.	0.000
						ppm

[0154]

TABLE 39
Phase Separator (wt %) Data Point 4
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Heavy	13.937	1.932	—	—	9.1	67.034
Phase
Light	48.575	7.892	—	—	0.4	16.041
Phase *

[0155]

TABLE 40
Azeotropic Column (wt %) Data Point 5
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Solvent	13.695	1.923	—	—	9.3	67.272
Distillate	50.924	8.294	—	—	0.49	14.178
Light
Phase
Distillate	13.357	1.867	—	—	9.98	69.119
Heavy
Phase
Bottoms	0.000	0.000	41.644	2.320	n.a.	6.8 ppm

[0156]

TABLE 41
Stripper Column (wt %) Data Point 5
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Feed *	47.481	7.766	—	—	0.7	16.977
Distillate	No Sample
Light
Phase
Distillate	19.096	2.822	0.017	—	3.48	59.588
Heavy
Phase
Bottoms	59.856	9.934	—	—	n.a.	18.9 ppm

[0157]

TABLE 42
Phase Separator (wt %) Data Point 5
	1-	n-	2-
Stream	Octene	Octane	Hexanone	Hexanal	Water	Ethanol
Heavy	14.405	2.034	—	—	8.84	66.521
Phase
Light	46.314	7.577	—	—	0.5	18.848
Phase *

[0158] Symbol: ‘-’, Status: undetected components on GC results

[0159] Symbol: ‘n.a.’, Status: no analysis done

[0160] Symbol: ‘ ’, Status: Water analysis done 2 months after sampling

[0161] use as an indication of water content.

[0162] Symbol: ‘*’, Status: Sample re-analysed 2 months later due to misleading analytical results. This analysis was also done on an FFAP column, but with N2 carrier gas. The 2-Hexanone and 1-Hexanal components are not as easily separated. Use these results as an indication of stream composition.

[0163] The feed composition, i.e. stream 22, was as per Example 1.

[0164] Mass Balances and Product Compositions

[0165] Azeotropic Column 42:

[0166] The feed and reflux flow rates to the azeotropic column were measured on scales. The overheads flow was not measured, and the bottoms flow was very dependent on the level in the reboiler. Therefore it was assumed that the measured azeotropic column reflux and feed flow rates were reliable.

[0167] The theoretical number of stages and mass split were calculated to match the bottoms 1-octene and 2-hexanone compositions with experimental data. The feed position was selected to match the 1-octene, n-octane and 2-hexanone liquid composition profiles, while maintaining the match on the bottoms composition.

[0168] Stripper Column 44:

[0169] Using the simulation results obtained for the azeotropic column as basis, an overall plant mass balance was calculated. This fixed the stripper column bottoms flow. The number of theoretical stages was fixed at eight. The feed flow rate to the stripper was calculated to match the bottoms 1-octene and n-octane experimental data.

[0170] A comparison between measured and simulated mass flow rates is presented in tables 43 to 46. The process was simulated at scaled up flow rates (tons instead of kilograms), to assist conversion. The simulated flow rates presented here are scaled down to kilograms.

TABLE 43
Mass Flow Rates for Data Point 1
		Simulation
Stream	Measured (kg/hr)	(kg/hr)
Azeotropic Column Feed	0.450	0.450
Azeotropic Column Solvent	1.521	1.521
Azeotropic Column Distillate	2.024	1.911
Azeotropic Column Bottoms	0.070	0.060
Stripper Column Feed	0.471	0.5259
Stripper Column Distillate	0.133	0.1359
Stripper Column Bottoms	0.383	0.390
Azeotropic Column Mass Balance	100.7	100.0
Stripper Column Mass Balance	109.6	100.0
Overall System Mass Balance	96.2	100.0

[0171]

TABLE 44
Mass Flow Rates for Data Point 3
		Simulation
Stream	Measured (kg/hr)	(kg/hr)
Azeotropic Column Feed	0.470	0.470
Azeotropic Column Solvent	1.748	1.748
Azeotropic Column Bottoms	0.081	0.0645
Stripper Column Feed	0.445	0.5196
Stripper Column Bottoms	0.407	0.4055
Overall System Mass Balance	103.8	100.0

[0172]

TABLE 45
Mass Flow Rates for Data Point 4
		Simulation
Stream	Measured (kg/hr)	(kg/hr)
Azeotropic Column Feed	0.611	0.611
Azeotropic Column Solvent	1.876	1.876
Azeotropic Column Bottoms	0.120	0.1141
Stripper Column Feed	0.477	0.6915
Stripper Column Bottoms	0.443	0.4969
Overall System Mass Balance	92.1	100.0

[0173]

TABLE 46
Mass Flow Rates for Data Point 5
		Simulation
Stream	Measured (kg/hr)	(kg/hr)
Azeotropic Column Feed	0.606	0.606
Azeotropic Column Solvent	1.887	1.887
Azeotropic Column Bottoms	0.071	0.0846
Stripper Column Feed	0.502	0.7493
Stripper Column Bottoms	0.474	0.5214
Overall System Mass Balance	89.2	100.0

[0174] The material balances as shown in tables 43 to 46 were used for the simulations. The simulations were performed on Aspen Plus™ using the Unifac Dortmund group contribution method to predict the vapour-liquid and liquid-liquid equilibrium data. The azeotropic column was also simulated with only vapour and liquid as valid phases, to assist simulation convergence. It is possible that two liquid phases exist in this column, but care was taken to ensure that only 1 liquid phase was present during data point sampling.

[0175] In FIGS. 30 and 32 the plant temperature profiles were lower than the predicted temperature profiles. This is because the bottoms from the azeotropic column contained C8's, and no solvent, causing the simulation predicts a “hot profile” solution for these two data points. In FIG. 30, it is only at the feed point that there is a large temperature difference.

[0176] The predicted profiles for data points 3 and 5 (FIGS. 31 and 33), in which there were no C8-components in the column bottoms, match the plant data well.

[0177] The stripper column temperature profiles for data points 1, 3, 4 and 5 are shown in FIGS. 34 to 37. The only profile with a good match is that of data point 5. For Data Point 1, the simulations predicted a colder profile. For Data Points 3 and 4, the simulation predicted a hotter profile. This could also be related to ethanol levels in the column. The predicted levels of ethanol in the bottoms for Data Point 1 are higher than for the other data points (OOM E-4). For data points 3 and 4, the simulation predicted very low levels of ethanol in the stripper bottoms (OOM E-7).

[0178] Samples were taken from sampling points between the sections of the azeotropic column, with the purpose of examining the liquid composition profiles.

[0179] The profile samples for data point 4 were taken a few hours after the product data point samples. The average mass flow rates, and temperatures for the column had changed by this stage. No recycle and bottoms samples were taken at this time and the profiles were simulated at the same conditions as for the data point.

[0180] Profile samples could only be taken above the feed point. The sample points were located between column sections, and the liquid samples were of the tray above the sample point.

[0181] The simulation of data point 4 profiles yielded the best results (in terms of 1-octene, n-octane and 2-hexanone bottoms concentration) for an azeotropic column with 28 stages, and the feed reporting to stage 22. For data point 5, the optimum was a column with 27 stages, and feed stage 10.

[0182] There is a marked similarity between the 1-Octene and n-Octane profiles of FIGS. 38 and 39. For both components, the predicted profile of data point 5 matches the experimental results well.

[0183] The same feed composition was used for all data point simulations. The GC-results for the solvent recycle to the azeotropic column, and the feed to stripper column was used as input to the simulation. Manipulated column parameters include bottoms flow rates, theoretical number of stages, and feed stage.

[0184] The total C6-component concentration is determined by combining the 2-hexanone and 1-hexanal concentrations. This compensates for integration errors that result because of their close proximity on the GC-traces.

[0185] Azeotropic Column Bottoms 58:

[0186] For all data points, there is a good match for the azeotropic column bottoms 1-octene and n-octane concentration results (tables 47, 51, 55 and 59). This is because column parameters were manipulated to obtain a good match for these two components. The corresponding predicted total C6-component concentrations also match the experimental data well. For data points 3 and 5, where a “cold profile” simulation result is required to predict zero concentrations of C8's, the predicted solvent concentrations in the bottoms are higher than the plant results. All the simulations predict higher acid concentrations in the bottoms than determined experimentally.

[0187] Stripper Column Bottoms 57:

[0188] The measured and simulated data for the stripper column bottoms compares very well for all data points (tables 49, 53, 57 and 61). There is a good match for the 1-octene and n-octane concentration results. Once again column parameters were manipulated to obtain a good match for these two components. There is also good agreement for the toluene, 2-hexanone and hexanal results.

[0189] Azeotropic Column Distillate 46:

[0190] There is a reasonably good agreement between measured and simulated data for the azeotropic column distillate streams. In both the light and heavy phases, the concentrations of 1-octene compare particularly well. There is also good agreement between the predicted and measured n-octane concentrations. The simulation predicts considerably less ethanol in the light phase than was measured. In the heavy phase, the simulation predicts comparable water and ethanol concentrations.

[0191] Stripper Column Distillate 48:

[0192] The simulations often predicted the existence of only a light phase, while there are no light phase samples available from the plant to be analyzed. For data point 1, there is good agreement between the plant and simulated data for the heavy phase. The data point 3 heavy phase distillate sample from the plant compares reasonably well with the predicted light phase of the stripper column distillate. For data point 4 however, the simulated light phase contains significantly more C8's and less ethanol, than was present in the plant sample of the distillate heavy phase.

TABLE 47
Azeotropic Column Results for Data Point 1
	Input	Results	Plant Data
Component	Feed	Solvent	Bottoms	Bottoms
Toluene	0.902	0.533	0.023	0.037
1-Octene	51.166	13.184	0.575	0.600
n-Octane	8.432	1.839	0.081	0.132
Ethyl Benzene	0.108	0.034	0.298	0.193
Butyl Acetate	0.075	0.030	0.542	0.207
2-Hexanone	5.840	0.280	38.960	41.297
Hexanal	0.507	0.044	4.262	2.032
1-Butanol	0.076	0.000	0.123	0.167
1-Pentanol	2.802	0.000	21.010	16.949
Propanoic Acid	0.992	0.000	7.436	3.820
Isobutanoic Acid	0.775	0.000	5.811	4.062
Butanoic Acid	0.077	0.000	0.577	0.313
Water	0.200	9.500	0.000	n.a.
Ethanol	0.000	66.073	0.0 ppm	0.0 ppm
Total C6 (mass %)	0.000	0.000	43.222	43.329
Flow Rate (kg/hr)	450	1521	60.00	70
				(equiv-
				alent)
Temperature (° C.)	105	55	128.29	131.13
	Theoretical Stages	13
	Feed Stage	10

[0193]

TABLE 48
Azeotropic Column Distillate for Data Point 1
	Simulation	Heavy	Heavy	Light	Light
	Results for	Phase	Phase	Phase	Phase
	Total	Simulation	Plant	Simulation	Plant
Component	Distillate	Result	Data	Result	Data
Toluene	0.636	0.456	0.504	1.171	0.194
1-Octene	22.524	12.694	13.083	51.764	49.763
n-Octane	3.447	1.404	1.833	9.524	8.054
2-Hexanone	0.375	0.430	0.277	0.209	0.194
Hexanal	0.021	0.023	0.046	0.014	0.032
Water	7.608	10.070	10.280	0.285	0.650
Ethanol	52.589	68.509	66.002	5.233	11.963
Flow Rate	1911.00	1430.20		480.80
(kg/hr)
Temperature	70.73	28		28
(° C.)

[0194]

TABLE 49
Stripper Column Results for Data Point 1
	Input	Simulation Result	Plant Data
Component	Feed	Bottoms	Bottoms
Toluene	1.030	1.130	1.216
1-Octene	49.008	57.965	57.923
n-Octane	7.944	9.516	9.437
2-Hexanone	0.180	0.220	0.217
Hexanal	0.041	0.051	0.057
Water	0.850	0.000	n.a.
Ethanol	14.030	360 ppm	0.0 ppm
Flow Rate (kg/hr)	525.9	390	383 (equivalent)
Temperature (° C.)	50	113.32	113.5
Theoretical Stages	8

[0195]

TABLE 50
Stripper Column Distillate for Data Point 1
	Simulation	Light	Light	Heavy	Heavy
	Results for	Phase	Phase	Phase	Phase
	Total	Simulation	Plant	Simulation	Plant
Component	Distillate	Result	Data	Result	Data
Toluene	0.744	1.108	No Sample	0.696	0.726
1-Octene	23.306	47.829		20.090	19.171
n-Octane	3.431	8.357		2.785	2.891
2-Hexanone	0.064	0.039		0.067	0.032
Hexanal	0.012	0.007		0.012	—
Water	3.289	0.295		3.682	4.490
Ethanol	54.192	9.747		60.022	57.076
Flow Rate	135.9	15.76		120.14
(kg/hr)
Temperature	71.64	28		28
(° C.)

[0196]

TABLE 51
Azeotropic Column Results for Data Point 3
	Input	Results	Plant Data
Component	Feed	Solvent	Bottoms	Bottoms
Toluene	0.902	0.477	0.000	0.065
1-Octene	51.166	14.105	0.000	—
n-Octane	8.432	1.921	0.000	—
Ethyl Benzene	0.108	0.036	0.000	0.158
Butyl Acetate	0.075	0.008	0.043	0.299
2-Hexanone	5.840	0.044	43.209	43.423
Hexanal	0.507	0.024	3.395	2.062
1-Butanol	0.076	0.000	0.555	0.234
1-Pentanol	2.802	0.000	20.421	17.151
Propanoic Acid	0.992	0.000	7.226	3.722
Isobutanoic Acid	0.775	0.000	5.646	3.946
Butanoic Acid	0.077	0.000	0.561	0.291
Water	0.200	8.870	0.735	n.a.
Ethanol	0.000	66.740	75 ppm	4.3 ppm
Total C6 (mass %)	0.000	0.000	46.604	45.485
Flow Rate (kg/hr)	470	1748	64.50	81 (equivalent)
Temperature (° C.)	105	55	118.50	129.9
Theoretical Stages	27
Feed Stage	21

[0197]

TABLE 52
Azeotropic Column Distillate for Data Point 3
	Simulation	Heavy	Heavy	Light	Light
	Results for	Phase	Phase	Phase	Phase
	Total	Simulation	Plant	Simulation	Plant
Component	Distillate	Result	Data *	Result	Data
Toluene	0.584	0.441	0.476	1.072	0.928
1-Octene	22.616	13.712	14.125	52.963	52.041
n-Octane	3.399	1.555	2.000	9.687	8.504
2-Hexanone	0.016	0.018	0.002	0.009	0.068
Hexanal	0.028	0.031	0.083	0.018	0.034
Water	7.221	9.257	9.100	0.282	0.400
Ethanol	54.173	68.458	65.564	5.481	11.096
Flow Rate	2153.5	1655		488.5
(kg/hr)
Temperature	70.70	28		28
(° C.)

[0198]

TABLE 53
Stripper Column Results for Data Point 3
	Input	Simulation Result	Plant Data
Component	Feed	Bottoms	Bottoms
Toluene	0.910	0.975	0.949
1-Octene	51.735	59.505	60.049
n-Octane	8.341	9.698	9.730
2-Hexanone	0.030	0.036	0.028
Hexanal	0.021	0.025	0.019
Water	0.400	0.000	n.a.
Ethanol	12.148	0.0 ppm	0.0 ppm
Flow Rate (kg/hr)	519.6	405.5	407 (equivalent)
Temperature (° C.)	50	114.07	113.5
Theoretical Stages	8

[0199]

TABLE 54
Stripper Column Distillate for Data Point 3
	Simulation	Simulation	Heavy	Heavy
	Results for	Result -	Phase	Phase
	Total	only one	Plant	Simulation
Component	Distillate	phase	Data	Result
Toluene	0.680	0.680	0.590	No Heavy
1-Octene	24.119	24.119	18.944	Phase
n-Octane	3.518	3.518	2.186	Predicted
2-Hexanone	0.012	0.012	—
Hexanal	0.007	0.007	—
Water	1.822	1.822	3.560
Ethanol	55.320	55.320	59.086
Flow Rate (kg/hr)	114.1	114.1
Temperature (° C.)	72.58	28

[0200]

TABLE 55
Azeotropic Column Results for Data Point 4
	Input		Results	Plant Data
Component	Feed	Solvent	Bottoms	Bottoms
Toluene	0.902	0.473	0.054	1.511
1-Octene	51.166	13.665	10.810	10.862
n-Octane	8.432	1.901	2.623	2.105
Ethyl Benzene	0.108	0.000	0.575	0.169
Butyl Acetate	0.075	0.000	0.402	0.319
2-Hexanone	5.840	0.000	31.271	32.892
Hexanal	0.507	0.000	2.715	2.085
1-Butanol	0.076	0.000	0.406	0.103
1-Pentanol	2.802	0.000	15.006	15.140
Propanoic Acid	0.992	0.000	5.310	3.622
Isobutanoic Acid	0.775	0.000	4.149	0.035
Butanoic Acid	0.077	0.000	0.412	0.274
Water	0.200	8.600	0.000	n.a.
Ethanol	0.000	67.937	0.0 ppm	0.0 ppm
Total C6 (mass %)	0.000	0.000	33.986	34.977
Flow Rate (kg/hr)	611	1876	114.10	120 (equivalent)
Temperature (° C.)	105	55	120.68	123.2
Theoretical Stages	28
Feed Stage	22

[0201]

TABLE 56
Azeotropic Column Distillate for Data Point 4
	Simulation	Heavy	Heavy	Light	Light
	Results for	Phase	Phase	Phase	Phase
	Total	Simulation	Plant	Simulation	Plant
Component	Distillate	Result	Data	Result	Data
Toluene	0.604	0.459	0.471	1.083	0.961
1-Octene	23.458	14.307	13.284	53.721	54.472
n-Octane	3.548	1.650	1.836	9.826	8.431
2-Hexanone	0.000	0.000	—	0.000	—
Hexanal	0.000	0.000	—	0.000	—
Water	6.851	8.837	9.390	0.281	0.490
Ethanol	53.711	68.261	67.915	5.597	11.983
Flow Rate	2372.90	1821.93		550.97
(kg/hr)
Temperature	70.56	28.00		28.00
(° C.)

[0202]

TABLE 57
Stripper Column Results for Data Point 4
	Input	Simulation Result	Plant Data
Component	Feed	Bottoms	Bottoms
Toluene	0.935	0.999	1.081
1-Octene	48.025	57.863	59.880
n-Octane	7.923	9.694	9.785
2-Hexanone	0.000	0.000	—
Hexanal	0.000	0.000	—
Water	0.400	0.000	n.a.
Ethanol	15.813	0.0 ppm	0.0 ppm
Flow Rate (kg/hr)	691.5	496.9	443 (equivalent)
Temperature (° C.)	50	114.16	114.0
Theoretical Stages	8

[0203]

TABLE 58
Stripper Column Distillate for Data Point 4
	Simulation	Simulation	Light	Heavy	Heavy
	Results for	Result -	Phase	Phase	Phase
	Total	only one	Plant	Simulation	Plant
Component	Distillate	phase	Data	Result	Data
Toluene	0.733	0.733	No Sample	No Heavy	0.502
1-Octene	22.906	22.906		Phase	14.151
n-Octane	3.402	3.402		Predicted	1.956
2-Hexanone	0.000	0.000			—
Hexanal	0.000	0.000			—
Water	1.421	1.421			3.480
Ethanol	56.191	56.191			72.345
Flow Rate	194.6	194.6
(kg/hr)
Temperature	72.51	28
(° C.)

[0204]

TABLE 59
Azeotropic Column Results for Data Point 5
	Input		Results	Plant Data
Component	Feed	Solvent	Bottoms	Bottoms
Toluene	0.902	0.457	0.000	1.820
1-Octene	51.166	13.695	0.000	—
n-Octane	8.432	1.923	0.000	—
Ethyl Benzene	0.108	0.038	0.000	0.330
Butyl Acetate	0.075	0.000	0.436	0.375
2-Hexanone	5.840	0.000	41.828	41.644
Hexanal	0.507	0.000	3.629	2.320
1-Butanol	0.076	0.000	0.546	0.187
1-Pentanol	2.802	0.000	20.074	16.346
Propanoic Acid	0.992	0.000	7.103	4.341
Isobutanoic Acid	0.775	0.000	5.550	4.549
Butanoic Acid	0.077	0.000	0.551	0.349
Water	0.200	9.200	0.683	n.a.
Ethanol	0.000	67.272	365 ppm	6.8 ppm
Total C6 (mass %)	0.000	0.000	45.457	43.965
Flow Rate (kg/hr)	606	1887	84.60	71 (equivalent)
Temperature (° C.)	105	55	118.79	129.29
Theoretical Stages	27
Feed Stage	10

[0205]

TABLE 60
Azeotropic Column Distillate for Data Point 5
	Simulation	Heavy	Heavy	Light	Light
	Results for	Phase	Phase	Phase	Phase
	Total	Simulation	Plant	Simulation	Plant
Component	Distillate	Result	Data	Result	Data
Toluene	0.585	0.425	0.455	1.058	0.914
1-Octene	23.605	13.496	13.357	53.426	50.924
n-Octane	3.629	1.522	1.867	9.844	8.294
2-Hexanone	0.000	0.000	—	0.000	—
Hexanal	0.000	0.000	—	0.000	—
Water	7.235	9.591	9.98	0.281	0.490
Ethanol	52.707	68.763	69.119	5.339	14.178
Flow Rate	2408.40	1798.69		609.71
(kg/hr)
Temperature	70.53	28.00		28.00
(° C.)

[0206]

TABLE 61
Stripper Column Results for Data Point 5
	Input	Simulation Result	Plant Data
Component	Feed	Bottoms	Bottoms
Toluene	0.917	1.028	0.977
1-Octene	47.481	58.193	59.856
n-Octane	7.766	9.662	9.934
2-Hexanone	0.000	0.000	—
Hexanal	0.000	0.000	—
Water	0.700	0.000	n.a.
Ethanol	16.977	22.7 ppm	18.9 ppm
Flow Rate (kg/hr)	749.3	521.4	474 (equivalent)
Temperature (° C.)	50	114.00	114.3
Theoretical Stages	8

[0207] No converging result for the stripper column distillate phase separation.

[0208] Symbol: ‘-’, Status: undetected components on GC results

[0209] Symbol: ‘n.a.’, Status: no analysis done

[0210] Symbol: ‘*’, Status: Sample re-analysed 2 months later due to misleading analytical results. This analysis was also done on an FFAP column, but with N2 carrier gas. The 2-Hexanone and 1-Hexanal components are not as easily separated. Use these results as an indication of stream composition.

Claims

1. A process for the reduction of oxygenates, including acid, in an olefin and paraffin containing hydrocarbon feed stream, said process including azeotropic distillation of the feed stream using a binary entrainer to recover at least the olefin and paraffin portion of the feed stream.

2. A process as claimed in claim 1, in which the binary entrainer includes a polar species.

3. A process as claimed in claim 2, wherein the polar species is acetonitrile.

4. A process as claimed in claim 1, wherein the binary entrainer includes a solvent which is also a polar species.

5. A process as claimed in claim 1, wherein the binary entrainer includes water.

6. A process as claimed in claim 1, in which the feed stream is of Fischer Tropsch process origin containing hydrocarbons, such as olefins and/or paraffins and/or aromatics, and impurities, such as acid and other oxygenates.

7. A process as claimed in claim 6, in which the feed stream includes C7 to C12 hydrocarbons of olefinic and paraffinic nature.

8. A process as claimed in clam 1, in which the feed stream is fed to the azeotropic distillation column at an intermediate feed point.

9. A process as claimed in claim 8, wherein the azeotropic disitillation column reflux is a recycle stream that contains a mixture of binary entrainer and olefin enriched hydrocarbons.

10. A process as claimed in claim 4, wherein the binary entrainer is a mixture of ethanol and water.

11. A process as claimed in claim 4, wherein the solvents of the binary entrainer include one or more of methanol, propanol, iso-propanol, butanol, and acetonitrile.