Miftahul Ilmi1,2, Muhammad Y Abduh3, Arne Hommes1, Jozef G M Winkelman1, Chusnul Hidayat2, Hero J Heeres1. 1. Department of Chemical Engineering, ENTEG, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands. 2. Faculty of Biology and Department of Food and Agricultural Products Technology, Faculty of Agricultural Technology, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia. 3. Department of Bioengineering, School of Life Sciences and Technology, Institut Teknologi Bandung, Bandung 40132, Indonesia.
Abstract
Fatty acid butyl esters were synthesized from sunflower oil with 1-butanol using a homogeneous Rhizomucor miehei lipase in a biphasic organic (triglyceride, 1-butanol, hexane)- water (with enzyme) system in a continuous setup consisting of a cascade of a stirred tank reactor and a continuous centrifugal contactor separator (CCCS), the latter being used for integrated reaction and liquid-liquid separation. A fatty acid butyl ester yield up to 93% was obtained in the cascade when operated in a once-through mode. The cascade was run for 8 h without operational issues. Enzyme recycling was studied by reintroduction of the water phase from the CCCS outlet to the stirred tank reactor. Product yield decreased over time to an average of 50% of the initial value, likely due to accumulation of 1-butanol in water phase, loss of enzyme due to agglomeration, and the formation of a separate enzyme layer.
Fatty acid butyl esters were synthesized from sunfloweroil with 1-butanol using a homogeneous Rhizomucor miehei lipase in a biphasic organic (triglyceride, 1-butanol, hexane)- water (with enzyme) system in a continuous setup consisting of a cascade of a stirred tank reactor and a continuous centrifugal contactor separator (CCCS), the latter being used for integrated reaction and liquid-liquid separation. A fatty acid butyl ester yield up to 93% was obtained in the cascade when operated in a once-through mode. The cascade was run for 8 h without operational issues. Enzyme recycling was studied by reintroduction of the water phase from the CCCS outlet to the stirred tank reactor. Product yield decreased over time to an average of 50% of the initial value, likely due to accumulation of 1-butanol in water phase, loss of enzyme due to agglomeration, and the formation of a separate enzyme layer.
Biodiesel has become an
important biofuel in recent years. It is
renewable and can be used in existing compression ignition engines
without substantial modifications.[1,2] The global
annual production of biodiesel has increased dramatically in the past
decade: from 2.4 billion liters in 2004 to 29.7 billion liters in
2014.[3] The biodiesel demand is expected
to increase even more in the years ahead.Biodiesel is composed
of methyl esters of long chain fatty acids
and is produced from vegetable or animal oils and fats.[4] Biodiesel production is typically performed using
a base-catalyzed transesterification of the oil/fat with an alcohol.[4−6] Methanol is the most frequently used alcohol due to its low cost
and the availability of globally accepted product specifications for
methylesters.[5,7] However, recent studies have shown
that esters from longer chain alcohols such as propanol and butanol
may have some advantages compared to esters from methanol or ethanol.[7] For instance, the cetane number of biodiesel,
a prime fuel quality indicator in diesel engines, increases when using
higher alcohols instead of methanol.[7]Increasingly, enzymes are being used for the transesterification
of triglycerides as they have certain advantages over basic catalysts.
These include a better compatibility with feeds with high free fatty
acid (FFA) contents, no possibility for soap formation, simplified
product workup, and a lower energy input.[1,4] However,
higher costs and lower reaction rates limit their commercial use.
One of the methods to allow for the enzymes to be recycled and to
reduce costs is the use of immobilized enzymes. However, these are
in general more expensive than the free enzymes, and diffusion limitation
of reactants/products in the immobilized enzyme matrix may reduce
the overall rate of individual reactions considerably.In this
study we have explored the use of a free enzyme in a biphasic
aqueous–organic system (Figure ). A biphasic approach allows for an efficient recycling
of the enzyme after the reaction is complete by a simple separation
of the organic product phase and the water phase with the free enzyme.
The advantages compared to the use of immobilized enzymes are a potential
reduction of the production costs and the absence of intraparticle
diffusion limitations that may have a negative effect on product formation
rates. In addition, the presence of water during the transesterification
reaction is known to increase enzyme activity and to prevent hydrophobic
substrate and/or product inhibition.[8−10] However, reactions in
water only may lead to incomplete conversions due to equilibrium constraints
and the formation of fatty acids. By using a biphasic aqueous–organic
system, equilibrium constraint may be partly overcome and the rate
of hydrolysis may be reduced.[10,11]
Figure 1
Simplified schematic
representation of an enzymatic transesterification
in an aqueous–organic biphasic system.
Simplified schematic
representation of an enzymatic transesterification
in an aqueous–organic biphasic system.Biodiesel synthesis using homogeneous enzymes in biphasic
aqueous–organic
systems has been studied and modeled;[8,11−14] however, most of the studies were performed in a batch reactor setup.
A fed-batch approach has been reported recently with stepwise alcohol
addition to minimize alcohol inhibition of the enzyme.[15−17] Studies on biodiesel synthesis and related fatty acid esters using
free enzymes in continuous units are limited. Price et al.[17−20] in collaboration with Novozymes performed studies at various process
scales including in continuous stirred tank reactors using free enzymes
for biodiesel synthesis. A kinetic model based on the Ping Pong Bi–Bi
model was developed for biodiesel synthesis from rapeseed oil and
methanol using a liquid formulation of the Thermomyces lanuginosus lipase (Callera Trans L).[18] In further
studies, the model was used to compare the performance between fed
batch reactors and continuous stirred tank reactors (CSTRs). The model
predicted that a cascade of 5 CSTRs is required (with a combined residence
time of 30 h) to reach a final biodiesel concentration within 2% of
the 95.6 mass % achieved in a fed-batch operation for 24 h.[19] Finally, an experimental scale-up study using
both fed batch and CSTRs for biodiesel synthesis using liquid T. lanuginosus lipase (NS-40116) was performed successfully.[20] These studies clearly show interest in the
use of liquid enzyme formulations for biodiesel synthesis.A
continuous centrifugal contactor separator (CCCS) is a device
that integrates both the intense mixing of two immiscible liquids
and the subsequent separation (Figure ).[21,22] The device basically consists
of a hollow rotor positioned in a larger vessel. The two immiscible
liquid phases are introduced in the annular zone between the outside
of the rotor and the inside of the outer housing. Here, an efficient
and fast mixing between the two phases occurs, which is advantageous
for a two-phase liquid–liquid catalytic reaction to eliminate
mass transfer limitations. The mixture is then transferred inside
the centrifuge through a hole in the bottom plate, where the two phases
are separated by centrifugal forces while moving upward, after which
they leave the device through separate exits making use of an ingenious
Weir system.[23] As such, the device is an
interesting example of process intensification, acting both as a mixer
and as a settler for biphasic liquid–liquid systems.
Figure 2
Continuous
centrifugal contactor separator (CCCS). Reprinted with
permission from ref (22). Copyright 2008 ACS Publications.
Continuous
centrifugal contactor separator (CCCS). Reprinted with
permission from ref (22). Copyright 2008 ACS Publications.We have reported on the use of the CCCS device for esterification
of fatty acids and the transesterifications of plant oils with alcohols.[23−26] For example, Kraai et al.[23] used the
CCCS device for the transesterification of sunfloweroil with methanol
using an alkaline catalyst. Excellent biodiesel yields and volumetric
production rates were obtained. Base-catalyzed biodiesel synthesis
was further studied in the CCCS device, including optimization studies,[24] as well as ethyl ester synthesis from Jatrophaoil and ethanol,[25] and synthesis and refining
of methyl esters from sunfloweroil using a cascade of two CCCS devices.[26] In addition to chemocatalysis, the esterification
of a long chain fatty acid with 1-butanol in a biphasic organic–water
system using an enzyme was also reported by us.[23]However, enzyme-catalyzed transesterification reactions
of plant
oils with alcohols have not been reported using the CCCS, and this
is the focus of the research reported in this manuscript. Here, we
provide the proof of concept for the synthesis of butyl esters from
sunfloweroil and 1-butanol in a cascade of a continuous stirred tank
reactor and a CCCS device using a homogeneous Rhizomucor miehei lipase. In this concept, the majority of the reaction is performed
in the stirred tank reactor, whereas the CCCS device acts as a second
reactor as well as an efficient liquid–liquid separator. The
concept is of particular interest as it allows for recycling of the
enzyme in the aqueous phase, potentially making such processes economically
more viable (Figure ).
Figure 3
Scheme of the concept of biodiesel synthesis in a cascade of a
continuous stirred tank reactor and a CCCS device with catalyst recycle.
Scheme of the concept of biodiesel synthesis in a cascade of a
continuous stirred tank reactor and a CCCS device with catalyst recycle.In the first exploratory phase,
the effects of the enzyme concentration
and residence time in a continuous stirred tank reactor on the ester
yield were determined. The results were modeled using a dynamic reactor
model incorporating enzyme kinetics as recently determined by our
group.[27] In the second part, a cascade
concept using the continuous reactor and the CCCS in series was explored
and the possibility for enzyme recycling was investigated. The activity
of the enzyme was determined for an experiment using a 12 h runtime,
and the cascade runs were modeled using first-principle engineering
models.
Materials and Methods
Materials
Commercial sunfloweroil
produced by Vandermoortele BV, Belgium, was used as the substrate.
1-Butanol (99%) and R. miehei lipase in solution
(≥20 000 Unit.g–1) were obtained from
Sigma-Aldrich. n-Hexane (analytical reagent) was
obtained from Lab-Scan. Chloroform-d (99.8 atom %
D) was obtained from Sigma-Aldrich.
Methods
Enzymatic Biodiesel Production in the Continuous
Stirred Tank Reactor
Experiments were performed in a glass
reactor (300 mL) surrounded by a heating jacket connected to a temperature-controlled
water bath and equipped with a stirring device containing two turbines
(Figure ). For all
experiments, a stirring speed of 800 rpm and a temperature of 40 °C
were used. The two liquid inlet streams (water and organic phase)
were fed to the reactor using peristaltic pumps (Verderlab, Verder
UK Ltd.). The level in the reactor was maintained at 200 mL total
liquid volume by continuous removal of reactor content using a peristaltic
pump (Verderlab, Verder UK Ltd.).
Figure 4
Schematic representation of the continuous
stirred tank reactor.
Schematic representation of the continuous
stirred tank reactor.Three different residence times were applied (30, 60, and
90 min).
The experiments were initiated by an initial batch reaction involving
filling the reactor with hexane (150 mL) containing 40 g·L–1 sunfloweroil and 15 g·L–1 1-butanol (molar ratio oil to 1-butanol of 4.5) and an aqueous phase
(50 mL) containing the enzyme (20–250 g·L–1). The reactor was heated to 40 °C under stirring, and the reaction
was allowed to proceed for a time equal to the predetermined residence
time. The continuous experiment was started by starting the feed and
outlet pumps. For the experiment at a residence time of 60 min, the
feed rates of the feed pumps were set at 2.5 mL·min–1 for the organic phase and 0.83 mL·min–1 for
the aqueous phase (Table ). The exit feed pump was set at 3.33 mL·min–1 to maintain a constant liquid volume in the reactor (200 mL). The
feed rate was adjusted for experiments at other residence times. The
runtime of each experiment was at least equal to three times the residence
time. An overview of the experimental conditions is given in Table . Samples were taken
from the outlet stream during the experiment every 15 min within the
first hour and every 30 min afterward. The phases were separated using
a separation funnel. The hexane and 1-butanol in the organic phase
were removed using a rotary evaporator (60 °C, 300 mbar), and
the remaining product was analyzed using 1H NMR.
Table 1
Experimental Conditions for the Experiments
in the Continuous Stirred Tank Reactor and a Cascade with a Stirred
Tank Reactor and a CCCS
variable
value
range
stirred tank
reactor
T (°C)
40
stirring speed (rpm)
800
τ (min) in stirred tank
reactor experiments
30–90
τ (min) for
cascade experiments
60
organic feed rate (mL·min–1)a
2.5
oil feed rate (mL·min–1)
0.109
1-butanol feed rate (mL·min–1)
0.046
aqueous
feed rate (mL·min–1)a
0.83
enzyme feed rate (mL·min–1)
0.104
enzyme concentration (g·L–1)
20–250
liquid volume in reactor (mL)
200
CCCS device
T (°C)
40
stirring
speed (rpm)
1800
Weir size (mm)
27.94
liquid
feed (mL·min–1)
3.33
τ (min)
69
for experiments with a residence
time of 60 min in the stirred tank reactor.
for experiments with a residence
time of 60 min in the stirred tank reactor.
Enzymatic Biodiesel Production
in a Cascade
of a Continuous Stirred Tank Reactor and a CCCS
Experiments
were performed in a cascade of two reactors consisting of a continuous
stirred tank reactor as described above (Figure ) and a subsequent CCCS device (Figure ). The CCCS used
in this study was a CINC V02 (350 mL geometric volume) equipped with
a heating/cooling jacket connected to a temperature-controlled water
bath and a high-mix bottom plate. The heating jacket encased the complete
CCCS device so that the annular, centrifugal, and outlet zones could
all be temperature controlled by applying a high water flow at the
desired temperature through the heating jacket. The two liquid inlet
streams (water and organic phase) were fed to the continuous stirred
tank reactor using peristaltic pumps (Verderlab, Verder UK Ltd.),
while a peristaltic pump (Verderlab, Verder UK Ltd.) was used to remove
the liquids from the stirred tank vessel. A schematic representation
of the experimental setup is given in Figure .
Figure 5
Schematic representation of the cascade with
a stirred tank and
CCCS in series.
Schematic representation of the cascade with
a stirred tank and
CCCS in series.In the first stage of
experimentation, optimization of the Weir
size, of particular relevance to obtain a good separation of the organic
and aqueous phase in the outlet of the CCCS, was performed. For this
purpose, experiments using three different Weir sizes that were available
(23.5, 26.04, and 27.94 mm) were carried out. A representative feed
stream consisting of a representative reaction product obtained from
experiments carried out in the stirred tank reactor (vide supra) was
fed into the CCCS device at a flow rate of 3.3 mL/min. The CCCS temperature
was maintained at 40 °C, and stirring speed was set at 1800 rpm.
The output of each liquid phase was collected, and the amount was
measured using a volumetric cylinder. The separation performance for
a particular Weir was determined by measuring the amounts of the two
phases in each of the outlet streams.The cascade experiments
were performed by initially filling the
stirred tank reactor with hexane (225 mL) containing 40 g·L–1 sunfloweroil and 15 g·L–1 1-butanol (oil to 1-butanol molar ratio of 4.5) and an aqueous phase
(75 mL) containing 150 g·L–1 enzyme and stirred
at 800 rpm and 40 °C for 1 h. After 1 h, 100 mL of this biphasic
mixture was transferred to the CCCS. The actual experiment was then
started by switching on the feed pumps to the stirred tank reactor
and the intermediate feed pump to the CCCS. The runtime for each experiment
was 8 h (τCSTR = 60 min; τCCCS =
69 min). The aqueous feed consisted of the enzyme solution in water.
The organic feed consisted of the oil and butanol solution in hexane.
The volumetric flow rates of the pumps were as follows: organic input,
2.5 mL·min–1; aqueous input, 0.8 mL·min–1; continuous reactor output/CCCS input, 3.3 mL·min–1. The heavy and light phase outlets of the CCCS were
collected and measured using a volumetric cylinder. The quality of
the phase separation in the separation part of the CCCS device was
determined visually and quantitatively by placing the outlet streams
in volumetric cylinder for 1 h and then measuring the volumes of both
liquid phases.Samples of the mixed phase from the stirred tank
reactor (Figure ,
sampling point
1) and the organic outlet phase of the CCCS (Figure , sampling point 2) were taken every hour
and analyzed using 1H NMR after removal of the solvents.
An overview of experimental conditions is given in Table .
Experiments
in the Cascade of a Continuous
Stirred Tank Reactor and a CCCS with Enzyme Recycle
Enzyme
recycle in the continuous stirred tank, CCCS, set up was done using
the set up and conditions mentioned above. The system was run with
fresh enzyme in aqueous phase for 3 h, based on experience, before
using aqueous phase collected from CCCS heavy phase output as input
of stirred tank reactor (Figure ). Samples of mixed phase from stirred tank reactor
(Figure , sampling
point 1) and organic phase from CCCS (Figure , sampling point 2) were drawn every hour
and analyzed using 1H NMR after solvent removal. A sample
of the aqueous phase was taken from sampling point 3 (Figure ) every 2 h and analyzed for
enzyme activity and protein, glycerol, and 1-butanol content. An overview
of experimental conditions for the recycle experiments is given in Table .
Figure 6
Schematic representation
of the continuous cascade consisting of
a stirred tank reactor and CCCS device with enzyme recycle.
Table 2
Experimental Conditions for the Experiments
in a Continuous Stirred Tank Reactor and a Cascade with a Stirred
Tank Reactor and a CCCS Including Enzyme Recycle
variable
value
stirred tank
reactor (CSTR)
T (°C)
40
stirring speed (rpm)
800
TCSTR (min)
60
organic feed rate (mL·min–1)
2.5
oil feed rate (mL·min–1)
0.109
1-butanol feed rate (mL·min–1)
0.046
aqueous feed rate (mL·min–1)
0.83
enzyme
feed rate (mL·min–1)
0.104
enzyme concentration (g·L–1)
150
liquid volume in the reactor (mL)
200
CCCS device
T (°C)
40
stirring speed (rpm)
1800
Weir size (mm)
27.94
liquid feed rate (mL·min–1)
3.33
TCCCS (min)
69
Schematic representation
of the continuous cascade consisting of
a stirred tank reactor and CCCS device with enzyme recycle.
Analytical
Methods
The FABE yield
was determined using 1H NMR. Samples of 1 mL were taken
from the CSTR and CCCS outlet streams. Absolute acetic acid (0.1 mL)
was added to the samples from the CSTR outlet to inactivate the enzyme,
and subsequently, the organic and aqueous layers were separated. The
samples from the CCCS outlet were already phase separated and were
analyzed as such. Hexane and 1-butanol were removed from the organic
layer of all CSTR and CCCS samples using a rotary evaporator (60 °C,
300 mbar). A 50 μL amount of the hexane-and-1-butanol-free sample
was mixed with 700 μL of CDCl3 in an NMR tube. The
mixture was analyzed using a 300 MHz NMR (Varian Inc.). The FABE yield
was determined by comparing the intensity of quartet signal of the
CH2 group of the ester end group (δ 4.1 ppm) with
respect to the signal intensity of the methyl end group of fatty acids
(δ 0.89 ppm).[25]Lipase activity
was determined using a method described by Kwon and Rhee,[28] while the protein concentration was determined
gravimetrically using the TCA precipitation method. For this purpose,
1000 μL of the sample was added to 250 μL of TCA solution
(from a stock solution consisting of 5 g of TCA diluted with 3.5 mL
of distilled water) and incubated for 10 min at 4 °C. The mixture
was centrifuged at 14 000 rpm for 5 min, and then the supernatant
was separated for glycerol and 1-butanol concentration determination.
The residue (proteins) was washed and centrifuged using cold acetone
twice and then dried at 60 °C and weighted.The glycerol
and 1-butanol concentration in the recycled aqueous
enzyme solution were determined using HPLC. Before injection, the
sample was diluted 100 times using distilled water. The solution was
injected into an HPLC (HP 1200 series) equipped with a Biorad organic
column (Aminex HPX-87H, 60 °C) and UV and RI detector (HP 1260).
The samples were run for 80 min with sulfuric acid (5 mM, 0.05 mL·min–1) as the eluent. Glycerol and 1-butanol concentrations
were determined by comparing peak intensities with a calibration curve
made by using pure compounds.
Definitions
The residence time in
the continuous stirred tank reactor was defined as the total liquid
volume in the reactor (VL,total) divided
by the total liquid stream (organics plus water) entering the reactor
per minute (φV,total); see eq for details.The residence
time in the CCCS was defined
similarly; see eq for
details.VL,vol was determined
by measuring the liquid volume left in CCCS after closing the valves
of the inlet and outlets of the CCCS after an experiment. The liquid
was drained from a valve in the bottom of the CCCS and collected and
measured using a volumetric cylinder.The FABE yield is expressed
in %-mol and determined by comparing the peak area of butyl ester
group of the ester group of FABE (δ 4.1 ppm) with respect to
signal intensity of the methyl end groups of the fatty acid chains
(δ 0.89 ppm).The reported FABE yield for
a continuous experiment is the average FABE yield during steady state
operation of the cascade.The volumetric production rate of
FABE is defined as the amount
of FABE produced per volume liquid per time (kg·m–3·min–1)where Φoil = volumetric flow
rate of the sunfloweroil (m3·min–1), ρoil = oil density (kg·m–3), Y = FABE yield (%·mol), VL,vol = liquid volume (m3), MWFABE = molecular weight of FABE (kg mol–1), and MWoil = molecular weight of oil
(kg mol–1).For calculations of the volumetric
production rate in the stirred
tank reactor, the total liquid volume in the stirred tank reactor
was taken. For reactions in the cascade, VL,vol is the sum of the total liquid volume in the stirred tank reactor
and the CCCS device.
Results and Discussion
Enzymatic Biodiesel Production in a Continuous
Stirred Tank Reactor
Exploratory biphasic experiments with
sunfloweroil as a representative example of a pure plant oil and
1-butanol as the alcohol were done in a continuous stirred tank reactor
(CSTR) to determine the optimum residence time and enzyme concentration.
The experiments were performed at 40 °C with an organic to aqueous
volume ratio of 3 and an oil to 1-butanol molar ratio of 4.5. These
values were taken from optimized batch experiments performed earlier
in our group.[27] An overview of experimental
conditions is given in Table . The reactions were started up in batch mode, and at t = 0 the pumps were started. The FABE yield versus the
runtime for two typical experiments at different residence times using
an enzyme concentration of 20 g·Laq–1 enzyme is given in Figure . At the lower residence time (30 min) an average of FABE
yield of 12%-mol was obtained. Improved yields (22%-mol) were obtained
by increasing the residence time to 60 min. The slight decrease in
yield over time when using the 60 min residence time is likely related
to the relatively short runtime. In this case, with the runtime larger
than the residence time, i.e., larger than 60 min, a steady state
appears to have been reached, while for a runtime shorter than the
residence time the steady state may not have been reached already.
This is confirmed by performing experiments at prolonged runtimes
(up to 8 h, see the next section). Experiments in the CSTR were performed
at least in duplicate, and the FABE yield at a certain time is the
average of a duplicate or triplicate. The results as given in Figure show that the reproducibility
of the reactions is good. These preliminary experiments clearly show
that the enzyme is capable of catalyzing the transesterification of
pure plant oil with 1-butanol in a biphasic system, though optimization
of process conditions will be required to improve the yields.
Figure 7
FABE yield
versus time produced in a continuously stirred tank
reactor using residence times of 30 (■) and 60 min (●)
with an enzyme concentration of 20 g·Laq–1. Experiments were done in duplicate; lines are for illustrative
purpose only.
FABE yield
versus time produced in a continuously stirred tank
reactor using residence times of 30 (■) and 60 min (●)
with an enzyme concentration of 20 g·Laq–1. Experiments were done in duplicate; lines are for illustrative
purpose only.To further enhance the
FABE yield, a number of experiments with
higher enzyme concentrations and longer residence times were performed
at otherwise similar conditions (Table ), and the results are shown in Figure . The FABE yield is a clear function of the
enzyme concentration (Figure ), and a clear optimum at about 150 g·Laq–1 is visible when using a residence time of 60 min.
This maximum is most likely related to the available interfacial area
in relation to the amount of enzyme. The enzymatic reaction is known
to be an interfacial reaction, with the enzyme residing in the water
phase and the oil substrate in the organic phase (Figure ). When considering the volumetric
phase ratio used in the experiment (Vorg/Vaq = 3), the biphasic system is best
described as a reverse micellar system,[29] with the enzyme contained in an aqueous droplet. At an enzyme concentration
of about 150 g·Laq–1, the interface
surface is likely fully covered by enzyme and a further increase does
not lead to higher reaction rates.[10] The
actual reduction in the activity of the enzyme using a 250 g·Laq–1 enzyme concentration may be caused by
enzyme agglomeration as well as a higher extent of enzyme inactivation
by 1-butanol due to a lower effective water content in the reverse
micelle.[30]
Figure 8
Average product yield versus enzyme concentration
at different
residence times for reactions in the CSTR: (⧫) 30 (only a
single point was measured), (■) 60, and (●) 90 min.
Average product yield versus enzyme concentration
at different
residence times for reactions in the CSTR: (⧫) 30 (only a
single point was measured), (■) 60, and (●) 90 min.The highest average FABE yield
within the experimental window was
about 65.5%-mol, obtained when using a residence time of 60 min. Further
optimization studies, e.g., by prolonging residence times and the
use of other phase ratio’s, were not performed as a FABE yield
of 65.5%-mol was considered sufficient with respect to subsequent
experimentation in a cascade of a stirred tank reactor and a CCCS
device.The volumetric production rate of the experiment using
150 g·Laq–1 of enzyme calculated
using eq was 0.25 kg
FABE·m–3·min–1 when
using a 90 min residence time,
and 0.38 kg·m–3·min–1 when using a residence time of 60 min. These volumetric production
rates are slightly lower than those reported by Price et al.[17] for a T. lanuginosus lipase
(Callera Trans L) in a fed batch reactor (0.47 kg·m–3·min–1).
CSTR
Modeling
The experimental data
obtained in the CSTR reactor (Figure ) were modeled using the mass balances in combination
with the known enzyme kinetics for sunfloweroil transesterification
with 1-butanol using the homogeneous lipase (R. miehei) in an aqueous–organic biphasic system (Ping Pong Bi Bi mechanism
with noncompetitive inhibition by 1-butanol and a term for irreversible
enzyme deactivation during reaction).[27] In the modeling of the reactors, any influence of mass transfer
limitations on the performance was neglected. The time scale of the
experiments is of the order of tens of minutes or even hours. The
mass transfer coefficient, kla, of intensively
stirred reactors typically is on the order of 0.01 1/s or larger.
This translates to a time scale for mass transfer of 100 s, or less,
which is much smaller than that of the experiments.
Model Development
The continuous
stirred tank experiments were operated in two stages. In a first stage
the reactor was operated in batch mode during a time 0 ≤ t ≤ tbatch. After this
initial batch stage the operation in actual continuous mode started
by switching on the organic and aqueous feed pumps and outlet pump.The enzyme in the system is confined to the aqueous phase and is
subject to deactivation according to first-order kinetics.[27]where Cenz,act denotes
the active enzyme concentration in the aqueous phase. During
the initial operation of the reactor in batch mode the amount of active
enzyme decreases according toIn the second stage, where the reactor is
operated in the continuous stirred tank mode, the amount of active
enzyme varies in time due to the addition of active enzyme with the
inflowing aqueous stream, ϕCenz,actin, the outflow with aqueous stream, ϕv,aq,outCenz,act and the decrease
caused by deactivation −kCenz,actVaq. Thus, the amount of active enzyme in the continuous stirred
tank reactor is described byEquations and 7 can be solved for the
concentration of active enzymeThe buildup
of the product, acyl butyl ester,
in the organic phase of the reactor can be described by the differential
equationswhere again the two stages of batch
and continuous
operation of the reactor have to be taken into account. Previously,
we established the production rate of acyl butyl ester by the enzymatic
transesterification of triglycerides with n-butanol
in an aqueous–organic two-phase system based on the Ping Pong
mechanism as[27]where CS,org denotes
the acyl concentration in the organic phase and CA,org the butanol concentration also in the organic phase.Similarly, we can write the balance for the amounts of acyl groups,
S, in the reactorThe number of moles of butanol in the reactor, NA, is given byand its variation bywhere the amount of
acyl groups is written
in terms of its concentration in the organic phase, CS,org, and the amount of butanol as its total number of
moles in the reactor, NA, because butanol
is present in both the organic and the aqueous phases.For the
conditions used here it is reasonable to assume that the
concentrations of butanol in the aqueous and organic phases are always
at equilibrium. Then the concentration of butanol in the organic phase, CA,org, is related to NA via CA,org = NA/(Vaq/P + Vorg) and eq can be rewritten explicitly in terms of CA,orgwhere RV = Vorg/Vaq denotes
the volume ratio of the organic and aqueous phases.The observable
is the yield of FABE which was defined as
Model Results
The parameters used
for the modeling activities are provided in Table .
The modeled
concentration profiles of the substrates and the products
as well as the enzyme concentration versus the time for an experiment
in the CSTR with a residence time of 90 min and an inlet enzyme concentration
of 20 g·L–1 is given in Figure . Clearly, the nonstationary behavior at
the startup of the reactor in batch mode is visible. Of interest is
the modeled steady state concentration of the enzyme, which is about
16.5 g·L–1, due to enzyme deactivation; this
value is lower than the inlet enzyme concentration (20 g·L–1).
Figure 9
Modeled concentrations versus runtime for the CSTR experiments
calculated with τ = 60 min and Cenz0 = 20 g·L–1. Solid lines, reagents and products; dashed line,
enzyme concentration on the right-hand axis.
Modeled concentrations versus runtime for the CSTR experiments
calculated with τ = 60 min and Cenz0 = 20 g·L–1. Solid lines, reagents and products; dashed line,
enzyme concentration on the right-hand axis.The modeled FABE yields in the steady state versus the enzyme
concentration
for various experiments at different residence times are given in Figure .
Figure 10
FABE yield vs enzyme
concentration at three residence times for
the CSTR experiments. Lines: calculated. Symbols: experimental data,
available only for τ = 60 (red symbols) and 90 min (blue symbols),
respectively.
FABE yield vs enzyme
concentration at three residence times for
the CSTR experiments. Lines: calculated. Symbols: experimental data,
available only for τ = 60 (red symbols) and 90 min (blue symbols),
respectively.The model lines predict
that the FABE is a function of the enzyme
concentration, with higher concentrations leading to higher FABE yields.
In addition, it also clearly shows that, as expected, the residence
time is of importance and highest FABE yields are attained at the
highest residence times, However, the effect of changing the residence
times from 60 to 90 min is by far less than when going from 30 to
60 min, particularly when considering intermediate enzyme concentrations
(50–150 g·L–1).The experimental
data points are also given in Figure . Clearly, the fit between
model and experiments at low enzyme concentrations is reasonably good,
whereas the deviation between experiment and model is considerable
at the highest enzyme concentration. In addition, the model predicts
a steady increase in the FABE yield versus enzyme concentration, whereas
the experimental point at higher enzyme concentrations (τ of
60 min) shows a reduction. The latter may be explained by considering
that the kinetic model has only been derived for enzyme concentrations
below 200 g·L–1.Possible explanations
for the deviation between the model and the
experimental data points are related to the actual enzyme concentration
in the CSTR reactor. It is well possible that the shear forces in
this device are higher than for the setup used to determine the enzyme
kinetics, and these are known to affect the deactivation rate of the
enzyme. In addition, the formation of a small amount of a third layer
between the glycerol and the ester layer was observed experimentally
which may be enriched in enzymes due to agglomeration.[31,32] Both effects will lead to an effective reduction of the enzyme concentration
in the CSTR, leading to reduced FABE yields. To gain some insights
into the importance of these effects, the effect of higher levels
of enzyme deactivation and effective removal of the enzyme to a third
phase were modeled using the following equationsThe experimental
point with an enzyme concentration of 250 g·L–1 is neglected in the optimization. However, the number
of data points proved to be insufficient to obtain reliable values
for the parameters F (n = 1,2). The result for a manual optimization
is given in Figure . As such, it seems that the experimental data can be modeled using
a 3 times higher value for the kinetic constant of enzyme deactivation
and by halving the amount of enzyme due to the formation of a third
layer with inactive enzyme.
Figure 11
FABE yield vs enzyme concentration at three
residence times for
the CSTR experiments, see Figure . Dashed lines: calculated with manual optimized kinetics.
FABE yield vs enzyme concentration at three
residence times for
the CSTR experiments, see Figure . Dashed lines: calculated with manual optimized kinetics.
Enzymatic
Biodiesel Production Using a Cascade
of a Continuously Stirred Tank Reactor and a CCCS
Phase Separation Optimization in the CCCS
Before performing
actual enzymatic reactions in the CCCS device,
the phase separation performance for the device regarding the organic
and aqueous phase outlets was investigated. This is a critical performance
indicator, as it is essential to have good separation between the
two outlet liquid streams, meaning that the organic phase should not
contain significant amounts of the aqueous phase and vice versa. Phase
separation optimization experiments were carried out using a representative
reaction product of experiments carried out in the stirred tank reactor
containing glycerides, fatty acids, butyl ester and 1-butanol in hexane
(organic phase), and enzyme, glycerol, and 1-butanol in water (aqueous
phase). The inlet flow rate of the CCCS feed was set at 3.3 mL·min–1. Separation performance is known to be a function
of the size of certain rings in the top of the CCCS device (Weir size).
When using a Weir size of 23.49 mm, as suggested by the supplier based
on among others density differences between the two phases to be separated,
separation performance was not on par. A small amount of aqueous phase
was present in light phase output, while a significant amount of the
organic phase was found in the heavy phase output (Table ). Optimization of the Weir
size revealed that good separation performance was obtained with a
size of 27.94 mm, though quantitative separation is not possible,
possibly due to the presence of the enzyme at the interface, affecting
surface-related properties (e.g., surface tension).
Table 4
Separation Performance of the CCCS
for various Weir Sizes
light
phase output
heavy
phase output
Weir size (mm)
organic phase (%-vol)
aqueous phase (%-vol)
organic phase (%-vol)
aqueous phase (%-vol)
23.49
93.9 ± 0.6
6.1 ± 0.6
27.1 ± 4.0
72.9 ± 4.0
26.03
93.9 ± 0.2
6.1 ± 0.2
24.3 ± 4.3
75.7 ± 4.3
27.94
98.3 ± 1.4
1.7 ± 1.4
7.1 ± 4.2
92.9 ± 4.2
Experimental Studies
in a Cascade of a Stirred
Tank Reactor and a CCCS Device in Series
Initial experiments
in the continuous stirred tank reactor gave a FABE yield of 65.5%-mol
when using 150 g·Laq–1 of enzyme
and 60 min residence time (vide supra). To further enhance the conversion
and to separate the two outlet streams, a CCCS device was positioned
in series after the stirred tank reactor. A schematic representation
of the continuous setup is given in Figure ; relevant process parameters are given in Table . An experiment was
started by performing a batch-type experiment in the stirred tank
reactor. After a predetermined time, part of the content of the stirred
tank reactor was transferred to the CCCS device. At this time the
feed pumps to the stirred tank reactor and the CCCS were started,
and this was actually the start of an experiment. As such, these experiments
were carried out in a once-through mode without enzyme recycle. Operational
issues were not encountered for the 8 h runs. Samples were taken periodically
from the outlet of the stirred tank reactor and the outlet of the
CCCS device (organic phase) and analyzed. The average FABE yield versus
runtime for several 8 h runs at both sampling points is given in Figure .
Figure 12
FABE yield for a cascade
experiment using a continuous stirred
tank reactor coupled with the CCCS: (●) outlet of the stirred
tank reactor and (⧫) outlet of the CCCS.
FABE yield for a cascade
experiment using a continuous stirred
tank reactor coupled with the CCCS: (●) outlet of the stirred
tank reactor and (⧫) outlet of the CCCS.The FABE yield in the outlet of the stirred tank reactor
varies
between 63.4%-mol and 77.9%-mol. Of interest is to see that the FABE
yield in the outlet of the cascade is on average higher than 90%-mol,
and values of 93.9%-mol were observed. These findings indicate that
besides allowing for an efficient separation of the outlet streams
the CCCS also acts as a reactor, and on average a 16.5%-mol FABE
yield is obtained in the device (Figure ). As such, we have shown the proof of principle
for the continuous synthesis of FABE in a cascade of a stirred tank
reactor and a CCCS device with integrated liquid–liquid separation
to give FABE in yields up to 90%-mol.The volumetric production
rate of FABE in the cascade was calculated
using eq and found
to be 0.23 kg·m–3·min–1. This value is lower than that of the CSTR alone (0.38 kg·m–3·min–1, which is due to the
by far higher total liquid volume of the two reactors in the cascade
experiment (460 mL) compared to that of the CSTR alone (200 mL). The
volumetric production rate is much lower than that reported by Kraai
et al. for a base-catalyzed biodiesel synthesis reaction,[24] which was 61 kg·m–3·min–1 using a standalone CCCS device. These differences
are due to the by far lower intrinsic reaction rates of enzymes compared
to base catalysts for biodiesel synthesis.[33]
Effect of Enzyme Recycle on Product Yield
Recycle of the homogeneous enzyme is of high importance to reduce
the cost of enzymatic biodiesel production.[20] The concept using a biphasic liquid–liquid system with the
enzyme having a preference for the water phase allows in theory for
efficient enzyme recycle (Figure ). The effect of enzyme recycle was experimentally
investigated by reintroducing the aqueous phase outlet of the CCCS
device back to the continuously stirred tank reactor. The experiment
was started by performing a reaction for 3 h in the cascade at similar
conditions as the cascade experiment discussed above (Table ). During this period, the aqueous
stream from the CCCS outlet containing the enzyme was collected. Subsequently,
this enzyme containing recycle stream was reintroduced into the stirred
tank reactor, and the feeding of fresh enzyme was ceased (Figure ). After enzyme recycle
was started, the experiment was run for another 9 h. Samples to determine
the product yield were taken from CSTR outlet/CCCS inlet (sampling
point 1, Figure )
and from the CCCS light phase outlet (sampling point 2, Figure ), while samples for enzyme
activity analysis were taken from the aqueous phase inlet stream of
CSTR (sampling point 3, Figure ). The results are given in Figure . It can be seen that the product yield
in the exit of the cascade decreased steadily during the recycle experiments.
Figure 13
Effect
of enzyme reuse on product yield of continuous reactor output
(●) and continuous reactor coupled with CCCS output (⧫).
Enzyme reuse started at the fourth hour (dash line).
Effect
of enzyme reuse on product yield of continuous reactor output
(●) and continuous reactor coupled with CCCS output (⧫).
Enzyme reuse started at the fourth hour (dash line).To gain insight into this reduction in activity
over the runtime
of the experiments, the enzyme activity and the protein content of
the feed inlet stream to the stirred tank reactor were measured and
the results are given in Figure . It is clear that the protein content is reduced when
starting the recycle stream (t = 3 h) to about 80%
of the original value and then remains constant (except for the drop
between 10 and 12 h runtime). The explanation for this reduction is
accumulation of enzyme in an (visually observed) interphase layer
between the aqueous and organic phase in the enzyme recycle collection
vessel. The formation of such interphase layers enriched in enzymes
has been reported for biphasic liquid–liquid systems in the
literature.[31,32]
Figure 14
Residual protein content (⧫) and
lipase activity (●)
during enzyme reusability experiment. Enzyme reuse started at the
fourth hour (dash line).
Residual protein content (⧫) and
lipase activity (●)
during enzyme reusability experiment. Enzyme reuse started at the
fourth hour (dash line).The lipase activity of the remaining enzyme in the recycle
stream
was also determined, and also a reduction in activity was observed
when starting enzyme recycle (Figure ). The activity was about constant between runtime
4 and 8 h but reduced sharply afterward. The initial drop in activity
is partly due to enzyme loss in the interphase layer, but given the
higher reduction in activity compared to protein content (Figure ), other factors
play a role as well. Possibilities are both inhibition of the enzyme
by 1-butanol and irreversible enzyme deactivation. Indeed, both factors
were observed in batch studies when using this particular biphasic
enzyme system, and both were quantified using kinetic modeling.[27]To determine the extent of 1-butanol inhibition,
the amount of
1-butanol in the recycle stream was measured experimentally and the
results are given in Figure . After a run time of 3 h, the amount of 1-butanol in the
recycle stream increased due to the start of the recycle stream. This
increase is caused by the fact that 1-butanol (i) is fed in excess
to the oil to the cascade and as such is not quantitatively converted
and (ii) has a certain solubility in the aqueous stream. As such,
1-butanol inhibition of the enzyme plays a role and will lead to a
reduction in the FABE during the recycle experiments. In addition,
the glycerol formed during reaction has a higher affinity for water
than for the organic product phase and as such accumulates in the
aqueous recycle stream (Figure ). The presence of substantial amounts of glycerol
may also affect the distribution of 1-butanol between the aqueous
and the organic product stream. A higher affinity of 1-butanol in
the aqueous phase is expected at higher glycerol concentrations, which
will lead to higher levels of enzyme inhibition by 1-butanol.
Figure 15
Glycerol
(⧫) and 1-butanol (●) accumulation in aqueous
phase during enzyme recycle experiments. Enzyme reuse started at the
fourth hour (dash line).
Glycerol
(⧫) and 1-butanol (●) accumulation in aqueous
phase during enzyme recycle experiments. Enzyme reuse started at the
fourth hour (dash line).The trends in Figures and 14, i.e., a reduction in
FABE
yield, may be due to (i) accumulation of enzyme in a separate layer
in the enzyme recycle vessel, (ii) 1-butanol inhibition, and (iii)
possibly also some irreversible enzyme deactivation (as observed in
batch studies). The residual enzyme activity as given in Figure was modeled, and
the results are given in the next paragraph.
Modeling
of the Enzyme Activity for the Cascade
Experiment with Enzyme Recycle
A model was developed for
the concentration of active enzyme in the system for the experiment
where the effects of enzyme recycling on the product yield were studied.
The enzyme is again assumed to deactivate according to first-order
kinetics as shown in eq . These experiments are characterized by 4 consecutive stages concerning
the way the reactors are operated.In the first stage the stirred
tank reactor (STR) is filled with the two-phase reaction mixture and
operated in batch mode over the time interval of 0 ≤ t ≤ tbatch. The amount
of active enzyme decreases according the first-order rate lawIn this section the subscripts
enz,act and
aq are dropped from the symbol C for shortness, and
all concentrations denote the concentrations of the active enzyme
in the aqueous phase.In the second stage, an amount Vccs,0 of the reaction mixture is transferred
from the STR to the continuous
centrifugal contactor separator (CCCS). The STR is from now operated
in a continuous mode with its aqueous feed stream containing fresh
enzyme at a concentration of Cstrin, and its exit flow is input
to the CCCS. This way the CCCS is gradually filling up while operating
in a semibatch mode over the time interval of tbatch ≤ t ≤ tfill. The concentrations follow fromwhere the volume of the aqueous phase in the
CCCS increases over time according to Vaq,ccs( = Vaq,ccs,0 + ϕv,aq(t – tbatch).In the third stage, both the STR and the CCCS are completely
filled
and operated in a continuous mode. The exit of the STR is input to
the CCCS, and the aqueous exit of the CCCS is accumulated in a storage
vessel (SV). The amounts of active enzyme in the STR, CCCS, and the
SV follow fromwhere the volume of the aqueous phase in the
SV increases over time according to Vaq,sv( = ϕv,aq(t – tfill).Finally, in the fourth stage of
operation, starting at t = tswitch, all 3 vessels are
operated in a continuous mode where the aqueous input stream to the
STR is switched from the fresh enzyme solution to the enzyme solution
in the SV. This way a closed cycle of the aqueous enzyme solution
is established and the system operates with a complete recirculation
of enzyme without any addition of fresh enzyme as shown in Figure . The concentrations
of active enzyme can now be calculated fromThe resulting eqs –26 describe
the various stages of operation
of the experiment with enzyme recycling. The equations were solved
to obtain calculated values of the residual enzyme activity at sampling
point 3 (see Figure ) at the entrance of the STR. For the time interval 0 ≤ t ≤ tswitch this value
is associated with the makeup enzyme concentration in the feed stream
from the stock solution of enzyme, while for the time t > tswitch the value is associated
with
the concentration of active enzyme in the SV.Figure shows
a comparison of the modeling results and the measured data points,
where the calculated line for t > tswitch was obtained with a manually optimized correction
factor of 0.55 for the deactivation rate constant k as obtained from our previous work.[27] A reasonably good fit is obtained this way,
especially when taking into account the complexity of the recirculation
system, including a stirred reactor, a continuous centrifugal contactor
separator, and a storage vessel, over a period of 12 h.
Figure 16
Residual
lipase activity measured at sampling point 3 in the enzyme
recycling test. Symbols, measured; solid lines, calculated from eqs –26; dashed line, start of enzyme recycling.
Residual
lipase activity measured at sampling point 3 in the enzyme
recycling test. Symbols, measured; solid lines, calculated from eqs –26; dashed line, start of enzyme recycling.
Conclusions
In this study, we have
shown the proof of concept for the continuous
production of butyl ester biodiesel from sunfloweroil and 1-butanol
using a free lipase in an aqueous–organic biphasic in a single
CSTR as well as a cascade of a CSTR and CCCS reactor. The experimental
data obtained in the CSTR reactor were successfully modeled using
the mass balances in combination with the known enzyme kinetics for
sunfloweroil transesterification with 1-butanol using the homogeneous
lipase (R. miehei) in an aqueous–organic biphasic
system (Ping Pong Bi Bi mechanism with noncompetitive inhibition by
1-butanol and a term for irreversible enzyme deactivation during reaction).
Optimization studies in the cascade lead to steady state FABE yields
of up to 92% -mol for a runtime of 8 h. Operational issues were not
observed for these continuous once-through experiments. Volumetric
production rates were close to those reported for biodiesel synthesis
in fed batch and continuous setups using a free enzyme (T.
lanuginosus lipase). Enzyme recycling was investigated by
reintroduction of the aqueous phase containing the enzyme in the feed
of the cascade. FABE yield was shown to decrease over the runtime,
likely due to enzyme loss by formation of an interfacial layer combined
with enzyme inhibition by 1-butanol and irreversible enzyme deactivation.
The enzyme activity versus runtime was measured and successfully modeled.
Measures to improve the concept and to allow for a more efficient
recycle strategy involve the use of a separation unit in the recycle
stream to remove butanol and glycerol (bleed) and as such reduce enzyme
inhibition by 1-butanol. These dedicated process studies are beyond
the scope of this manuscript.
Authors: Haliru Musa; Farizul Hafiz Kasim; Ahmad Anas Nagoor Gunny; Subash C B Gopinath; Mohd Azmier Ahmad Journal: 3 Biotech Date: 2019-07-30 Impact factor: 2.406