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Transcript of In situ product recovery (ISPR) by crystallization: basic principles, design, and potential...
This is the authors’ version before publication in Applied Microbiology and Biotechnology
(2006) volume 71 pages 1-12
In Situ Product Recovery (ISPR) by Crystallization:
basic principles, design, and potential applications
in whole-cell biocatalysis
Evelyn M. Buque-Taboada1,2, Adrie J.J. Straathof1*, Joseph J. Heijnen1,
and Luuk A.M. van der Wielen1
1 Department of Biotechnology, Delft University of Technology,
Julianalaan 67, 2628 BC Delft, The Netherlands
2 Department of Chemical Engineering, University of San Carlos, Talamban,
Cebu City 6000, The Philippines
*To whom correspondence should be addressed: Tel.: +31-15-2782330.
Fax: +31-15-278 2355. Email: [email protected].
ABSTRACT
Removal of inhibiting or degrading product from a bioreactor as soon as the product is
formed is an important issue in industrial bioprocess development. In this review, the
potential of crystallization as an in situ product removal (ISPR) technique for the biocatalytic
production of crystalline compounds is discussed. The emphasis is on the current status of
crystalline product formation by metabolically active cells, for application in fine-chemicals
production. Examples of relevant biocatalytic conversions are summarized, and some basic
process options are discussed. Furthermore, a case study is presented in which two
conceptual process designs are compared. In one process, product formation and
crystallization are integrated by applying ISPR, whereas a second, non-integrated process is
based on a known conventional process equivalent for the production of 6R-dihydro-
oxoisophorone (DOIP). The comparison indicates that employing ISPR leads to significant
advantages over the non-integrated case in terms of increased productivity and yield with a
corresponding decrease in the number of downstream processing steps as well as in the
quantity of waste streams. This leads to an economically more interesting process alternative.
2
Finally, a general outlook on the various research aspects of in situ product removal by
crystallization is given.
Keywords: In situ product removal, crystallization, fermentation, process design, 4-
oxoisophorone, process integration, 6R-dihydro-oxoisophorone
In Situ Product Recovery (ISPR)
Often biocatalytic processes have limited productivity and yield, which may be due to
product inhibition or product degradation (Lye and Woodley 1999). Thus, attempts to
decrease this inhibition and degradation by optimizing physiological and technological
parameters are essential in the development of biocatalytic processes. Keeping the dissolved
product concentration low in the reactor can obviously circumvent these limitations. An
approach that can accomplish this task is the implementation of an in situ product recovery
(ISPR) technique (Alba-Perez 2001; Freeman et al. 1993; Lye and Woodley 1999; Schügerl
2000; Schügerl and Hubbuch 2005; Stark and von Stockar 2003; van der Wielen and Luyben
1992; von Stockar and van der Wielen 2003).
ISPR techniques lead to the processes where the product is removed from the catalyst as soon
as the product is formed in the reactor. In doing so, the waste streams as well as the number
of downstream processing steps can be reduced. ISPR is part of the general concept of
process integration or intensification (Freeman et al. 1993; Lye and Woodley 1999; Schügerl
2000; Schügerl and Hubbuch 2005; Stark and von Stockar 2003; van der Wielen and Luyben
1992; von Stockar and van der Wielen 2003), which represents the improved coordination of
upstream, reaction, and downstream technologies. The selection of a proper ISPR strategy,
appropriate process configuration and best mode of operation must be considered a priori in
the implementation of this technique in biocatalytic processes.
The techniques employed for in situ product removal depend on the properties of the target
product, on the expected benefit that ISPR needs to achieve, as well as on the biocatalyst
involved. Metabolically active cells are the biocatalysts focused on in this mini-review. By
far, extraction, adsorption and evaporation have been the most commonly employed
techniques for ISPR with these whole cells (Alba-Perez 2001; Lye and Woodley 1999;
Schügerl 2000; Schügerl and Hubbuch 2005; Stark and von Stockar 2003). In some cases,
electrodialysis, precipitation, complexation, and membrane-assisted separation techniques
have been employed (Alba-Perez 2001; Fernandes et al. 2003; Lye and Woodley 1999;
Schügerl 2000; Schügerl and Hubbuch 2005; Stark and von Stockar 2003). Product
categories involved are organic solvents, organic acids, aromas and flavors, secondary
metabolites and proteins.
3
The basic configurations for in situ product removal as applied to the established techniques
are shown in Figure 1. Separation of the cells and product can be achieved by employing: (a)
an internal configuration, where the fermentation liquid is in contact with a second, product
removing phase that is present in the fermenter; or (b) an external configuration, where the
fermenter liquid is via a loop in contact with a product removing phase in an external unit
(Alba-Perez 2001; Freeman et al. 1993; Stark and von Stockar 2003).
Although the external configuration does not apply in situ product removal in a strict sense, it
often has been considered an ISPR configuration as it intends to reduce the product
concentration in contact with the cells.
In either the internal or external configuration, the cells can be in direct or indirect contact
with the product removing phase. The choice of configuration is also dependent on the
properties of the target product and biocatalyst, the number of relevant phases involved as
well as the type of recovery process employed. In most approaches, introducing a product
removing phase introduces auxiliary components, which complicates the process design and
potentially increases production costs.
[insert Figure 1 here]
A process configuration with indirect contact of the cells is well-established and
straightforward. This can be done by microfiltration or ultrafiltation (for external ISPR) or
by cell immobilization (for internal ISPR), for example. Thus, fermentation can be run close
to optimum operating conditions. However, it is necessary to achieve controlled product
removal at a reasonable rate without making large changes in pH or temperature between
fermenter and separator as this could potentially complicate liquid recycling to the fermenter.
In situ product recovery by crystallization during a reaction catalyzed by metabolically active
cells has hardly been considered. This may be due to complications caused by cell-crystal
interactions. Nevertheless, when in situ product crystallization is employed, it might directly
provide the desired product (in solid or crystal form) without the need for auxiliary
components in the product removing phase.
Crystallization is one of the oldest yet the most effective processes for the preparation of
solid products. High purities and stabilities can be obtained with distinct morphologies, and
functional properties. Crystallization is important in different areas of biotechnology. For
instance, crystallization of proteins, viruses, nucleic acids, and macromolecular complexes
has been done for a variety of reasons such as for X-ray diffraction analysis, as part of the
formulation of pharmaceutical or fine-chemical products, and as a means of purification in
bioseparation processes (McPherson 1999).
Microbial formation of crystalline products
4
When a certain substrate S enters a microbial cell, it is converted to product P as
schematically shown in Figure 2. The cell then has at least two options on how to deal with
the product P. In some cases, the cell does not secrete the product and tends to store it.
When this happens, the concentration of the product in the cell (CP,in) increases and will be
greater than the concentration outside the cell assuming a continuous import of substrate into
the cell; then, CP,out is low or zero as CP,in is maximized in the cell (Figure 2A). This leads to
the accumulation and potential crystallization of the product inside the cell, which sometimes
might result in cell damage. However, when the cell needs to maintain a low concentration
of the product inside the cell (e.g. due to its toxicity), it has to secrete the product; then, CP,out
is greater than CP,in as CP,in remains low in this case (Figure 2B). When this occurs, product
crystals may start to form outside the cell when the solubility limit is reached. In this sense,
the crystal formation of certain molecules may be intracellular (in the cell) or extracellular
(outside the cell). If secretion is slow as compared to product formation, both intracellular
and extracellular crystals might be formed.
[insert Figure 2 here]
The crystal formation may involve extremely wide ranges of compounds and conditions. For
example, calcium lactate formation may occur on Cheddar cheeses as a result of microbial
action (Johnson et al. 1990). Plant cells may form storage polymers such as cellulose having
crystalline regions (Astley et al. 2001). Plasmodium parasites accumulate heme crystals (Iyer
et al. 2003). Also, crystalline proteins may accumulate, for example for the toxins of Bacillus
thuringiensis used as insecticide (Agaisse and Lereclus 1995). Paramecium species even
seem to discharge protein-crystal containing trichosyst organelles, as a defense against other
microorganisms (Plattner 2002). An antibiotic of the nifimycin A1-scopafungin group can
spontaneously crystallize during submerged fermentation of Actinomyces hygroscopicus
(Kuimova and Kazakov 1976). More importantly, microorganisms play a role in the
deposition of many minerals, for example for polyphosphates, calcium carbonates, silicas,
metal sulfides, metal oxides, and even gold (Ehrlich 1999). Mineral deposition can be
intracellular as well as extracellular.
Table 1 shows that crystal formation also occurs in a wide range of cases relevant to
industrial biotechnology. Examples from reactions catalyzed by enzyme preparations have
not been included because they are out of the scope of this mini-review. The examples given
in Table 1 cover only a small part of the crystalline industrial biotechnology products,
perhaps because in most cases product toxicity or degradation occurs before saturation
concentrations are achieved. Thus, microbial conversions can be exploited for the direct
production of crystalline products of organic, inorganic, or biological nature.
[insert Table 1 here]
5
In situ product removal by crystallization
In chemical technology, processes are often referred to as reactive crystallization
(Stankiewicz and Moulijn 2004) if an internal configuration is used as shown in Figure 1. For
several enzymatic processes, a crystallization step has been integrated with the reaction step,
using either crude or pure enzyme (Arimatsu et al. 2004; Bao et al. 2001; Fernandes et al.
2003; Furui et al. 1988; Furui et al. 1996; Harano et al. 1986; Michielsen et al. 2000a-b;
Nakayama 1985; Takamatsu and Ryu 1988a-b; Tosa et al. 1988). In contrast, in
fermentations and biotransformations using resting cells, crystalline product formation has
hardly been seen as a potentially beneficial phenomenon for an efficient product recovery.
When crystals are formed and stored intracellularly, this requires cell disruption to release
and recover the crystals. Then, product crystal removal cannot be performed during the
microbial conversion. On the other hand, when the product is secreted and crystals are
formed extracellularly, product removal can be performed during the microbial conversion by
1) inducing crystallization as soon as supersaturation is reached, for example by seeding, and
2) separation of the crystals from the cells. This separation may be based on size, density, or
surface tension differences. Complexation can also be exploited to give a distinct property to
the target product (Lye and Woodley 1999). Centrifugation, flotation and interfacial
partitioning may be considered (Jauregi et al. 2000; van Hee et al. 2006). In case of release
of supersaturation, such in situ product removal would lead to a local decrease of dissolved
product concentration, and therefore probably to increased productivity and yield in case of
product inhibition or degradation. If the presence of extracellular crystals causes stress and
mixing problems, removal of product crystals may be favorable to the cells.
However, the separation of product crystals from the cells is usually not carried out in situ
but, for example, by addition of organic solvent, hence precipitating the cell debris and
dissolving the crystals. Subsequently, the product is crystallized again (Fukuoka et al. 2001;
Leuenberger 1985; Leuenberger et al. 1976). Such procedures lead to high amounts of waste
streams and high production costs.
On the other hand, in a large number of whole-cell processes, significant product inhibition or
degradation occurs already at a concentration below the solubility limit and product crystals
are hardly or not formed in the fermenter. In these situations, ISPR by external
crystallization with indirect contact between cell and product-containing phase will be an
attractive solution. The product is removed from the fermenter as soon as it is formed,
thereby, lowering intracellular and extracellular product concentrations and maximizing the
fermentation process performance. The subsequent discussion will focus on ISPR by
external crystallization with indirect contact.
6
Cell retention options
Figure 3 shows some options for cell retention in ISPR by crystallization with external
configuration. In these schemes, product crystallization is performed outside the bioreactor.
In Figure 3A, a membrane filter separates the product-containing supernatant (liquid) from
the cells. While the retentate is recycled to the reactor, the filtrate is directly fed to the
crystallizer where the target product is crystallized. The product-depleted mother liquor in
the crystallizer is also recycled to the reactor. In this case, it is also important to consider the
residence time of the fermentation broth in the membrane filter as the cells may suffer from
nutrient or oxygen limitation. In scheme B, a spin filter or an acoustic perfusion system is
installed in the bioreactor for cell retention. This strategy, which is usually applied for
processes employing mammalian cells (Zhang et al. 1998), allows the direct and continuous
withdrawal of the cell-free liquid broth from the bioreactor while the cells are retained,
avoiding cell stress and potential nutrient or oxygen limitation. However, complete cell
retention is difficult and would require a second-stage filtration unit, making this option less
attractive in combination with a crystallization process. Immobilized cells can also be used
(scheme C) where cells are retained in the bioreactor. This leads to a relatively simple
configuration, but requires an immobilization step. Of course, Figure 3 is by no means
exhaustive.
[insert Figure 3 here]
In conventional processes, ultrafiltration precedes crystallization from a cell-free
fermentation broth. Ultrafiltration removes lysed cell components and biopolymers of
>10,000 g/mol. These may otherwise inhibit crystallization (Li et al. 2004). Therefore, an
attractive option is to use the set-up of Figure 3A with ultrafiltration instead of microfiltration
(cf. Buque-Taboada et al 2004).
Criteria for process implementation
ISPR by external crystallization is logically applied if the target commercial product is solid
or crystalline at storage conditions. The following criteria must be considered in deciding
whether it is applicable or beneficial for a certain whole-cell catalyzed process. Some are
related and readily known. It must be noted that the goal is to remove the product as soon as
it is formed in the reactor to avoid product toxicity or degradation, thereby, increasing
fermenter productivity and yield.
Product toxicity, degradation, and solubility
When the product is toxic to the microorganism or is degrading, the dissolved product
concentration in the reactor level must be kept low because the concentration that leads to
inhibition or degradation will usually be below the solubility. However, product
supersaturation must be achieved in the crystallizer unit. Thus, it is imperative to determine
7
the allowable dissolved product concentration in the reactor in relation to the solubilities of
the product and also of other compounds involved in the process at the conditions in the
reactor as well as at the conditions in the crystallizer.
For 1/3 of a series of 24 liquid and solid substrates and products involved in microbial
biotransformations, the toxicity concentration was in the range of 50-90% of these products’
aqueous solubility (Straathof 2003). The subset of microbial products that are room
temperature solids is not sufficiently represented in this series, but suppose that also for 1/3 of
all solid microbial products the toxicity range is 50-90% of their aqueous solubility. Also,
suppose that the microbial process for production of a solid is carried out up to its toxicity
concentration. A reduction of solubility by 50% in an external loop, for instance by cooling
from 30 to 5 oC, might allow crystallization in that loop for this 1/3 fraction of the products
considered. This preliminary estimate indicates that ISPR by crystallization might be
applicable in a significant number of cases.
In any case, the crystallization rate must be able to keep up with the net production rate to
implement ISPR by external crystallization in the process. Otherwise, in situ product
removal by crystallization is less efficient, if not illogical. Thus, a typically reasonable
crystallization rate must be assumed, if not yet determined.
Product formation rates and volumetric productivity
The production rate must be fast enough to achieve the product solubility limit (saturation) in
the reactor or in the crystallizer rather quickly. For economically attractive biocatalytic
processes, typical final product concentrations are 50-100 g.L-1 (Straathof et al. 2002). For
biocatalytic processes involving oxygen transfer, a typical volumetric productivity of 1 g.L-
1.h-1 is assumed. This implies a typical residence time of 50-100 h (2-4 days) for such a
process. Furthermore, crystal growth rates of well-soluble compounds are typically in the
range of 10-8 – 10-7 m.s-1. Simple separation units are capable of handling particles ranging in
size of 0.2 - 1 mm. To reach these sizes, generally a residence time of crystals in the
crystallizer of 0.5 to 5 h is needed. This implies that the product formation rate will be rate-
limiting and integrated fermentation-crystallization processes will operate at low
supersaturation ratios such that seeding may be required in the crystallizer.
Biocatalyst
When whole-cells are employed as biocatalyst, the best physiological state of the cells must
be considered. The start of the reaction, which is often dictated by the time of precursor
addition, has a profound influence on productivity. Enzyme induction may necessitate
addition of small amounts of precursor at the beginning. Addition of precursor in the late
exponential (state) growth phase usually avoids toxicity effects. In some cases, the options of
growing or resting cells should both be considered, because the metabolic activities (thus,
also biocatalytic activities) of each are not the same.
8
When growing or susceptible cells are employed, it is usually imperative to keep the process
under aseptic conditions, although it may be difficult or expensive to implement this
situation. However, after the cell growth stage, the bioconversion phase may be performed
under less strict hygienic conditions. In this case, cell growth and cultivation can be carried
out in one large fermenter and the harvested cells are stored properly for subsequent
bioconversion.
Mode of operation
When the biocatalytic process is a fed-batch or a continuous process operating at a constant
volumetric productivity, the process might reach a steady state with respect to precursor and
dissolved product concentrations in which the production rate in the bioreactor is equal to the
product crystallization rate. Product crystals may be kept in the crystallizer or continuously
removed. The continuation of the process will probably be dependent on sustained
biocatalytic activity. ISPR may promote sustained biocatalytic activity because product
toxicity and by-product formation are minimized. If not purged, however, by-products will
still accumulate and hence may achieve levels where interference with the biocatalyst or
crystallization becomes unacceptable.
Product crystal morphology and purity
When ISPR by external crystallization is implemented, product crystals are formed in the
presence of reaction medium containing other solutes and impurities. These can have varying
effects to the crystallization of the product (McPherson 1999; Mullin 2001; Tavare 1995), but
so far, this is still difficult to predict. In some cases, co-solutes can accelerate or inhibit
crystal formation and growth; sometimes, they have no effect at all. In other cases, the
solubility of the crystal in the reaction medium may be lowered by the presence of these co-
solutes, thus, rendering crystallization as a favorable recovery technique.
Crystallization involves nucleation and crystal growth. These two sub-processes must be
considered in order to describe the crystallization behavior of the product crystals and the
influence of impurities. While it is important to determine crystallization kinetics of a certain
product, this should not hinder the implementation of ISPR in the process. Supposing that
the desired crystal morphology and purity are affected by the presence of co-solutes or
impurities in the reaction medium, recrystallization is the common approach to solve the
problem (Mullin 2001; Tavare 1995).
Energy consumption
In some cases, it is easy to imagine that energy consumption (i.e. due to cooling or
evaporation) may be significant. Heat integration of the process may be required. Recycling
cold, product-depleted, mother liquor to the fermenter, can help in keeping the fermenter
temperature constant, thus, external cooling may not be necessary, resulting in less energy
9
costs and less investment. Over all, the choices to be made should be driven by and should
simply result in more efficient and cost-effective processes.
Case study: Synthesis of 6R-dihydro-oxoisophorone
To explore the potential of ISPR by external crystallization a conceptual process is designed
and compared with a known conventional process option. This involves the synthesis of 6R-
dihydro-oxoisophorone (DOIP), a white crystalline solid, with a solubility of about 10 g.L-1
in water at the fermentation temperature of 30oC (Buque-Taboada et al. 2004; Leuenberger et
al. 1976). DOIP is used as a key intermediate in the production of some carotenoids
(Leuenberger 1985; Leuenberger et al. 1976) and saffron flavors (Sode et al. 1987). The
synthesis reaction (Figure 4) involves the asymmetric reduction of 4-oxoisophorone (OIP)
using baker’s yeast (Saccharomyces cerevisiae) (Buque-Taboada et al. 2004; Buque-Taboada
et al. 2005a-b; Fukuoka et al. 2001; Leuenberger 1985; Leuenberger et al. 1976) or
Saccharomyces rouxii (Fukuoka et al. 2001) as biocatalyst. The main product, DOIP, is
degraded by the yeast mainly to (4S,6R)-actinol, an unwanted by-product in the process
(Buque-Taboada et al. 2004; Buque-Taboada et al. 2005a-b; Leuenberger 1985; Leuenberger
et al. 1976). These yeasts are capable of producing DOIP with an enantiomeric excess of
98% (Buque-Taboada et al. 2004; Buque-Taboada et al. 2005a-b; Fukuoka et al. 2001;
Leuenberger 1985; Leuenberger et al. 1976).
[insert Figure 4 here]
As product degradation occurs in the fermenter, it is imperative to keep the product
concentration low; this can be done by employing an ISPR technique where the product is
removed as soon as it is formed in the reactor.
Little is known about the current industrial production process for DOIP and its current
production levels, as it probably mainly is an in-house product. However, recent patent
literature by F. Hoffmann-La Roche AG (Fukuoka et al. 2001), one of the producers of
zeaxanthin and some flavors, describes a process for the production of DOIP (also known as
levodione) with immobilized yeast biomass. For the sake of comparison, this process is
regarded as the base case and the process description is changed slightly to fit the
specifications set in the case study, as will be discussed later on.
Considering its application, DOIP has a rather small production volume. The design
challenge is to produce 6 tons per year of DOIP crystals in the size range of 0.01 - 0.1 mm
(Buque-Taboada et al. 2005a,c) with a purity of 99.5 %w/w and an enantiomeric excess (e.e.)
of 98%. Inherent to this challenge is to compare the production costs per kg of DOIP of the
process employing ISPR by crystallization and the base case on the same basis.
10
The conceptual process design (CPD) approach used in this case study is described in detail
elsewhere (Coulson et al. 1998; Douglas 1988; Grievink et al. 2004; Lide 2004; Perry and
Green 1999; Reid et al. 1977; Sinnott 1999; van’t Riet and Tramper 1991). The procedures
indicated therein have been carefully followed and this work is the condensed and simplified
version of the detailed CPD. Economic evaluation is done on the same basis considering
current costs of raw materials, equipment and utilities.
Process Design
For the case with in situ product crystallization (ISPC) with external configuration the
biocatalyst used is a typical baker’s yeast (S. cerevisiae) with reaction kinetics and production
rates described previously (Buque-Taboada et al. 2004; Buque-Taboada et al. 2005b). For
the base case, immobilized S. rouxii is employed with reaction rates and productivities as
described (Fukuoka et al. 2001). An operating time of 6000 h/a is chosen for the production
of 6 ton DOIP.
Process description
The process flow diagram of the base case is shown in Figure 5A-5B. The base case employs
a bubble column fermenter with immobilized cells as biocatalyst as this gave good
volumetric productivity and low estimated costs (Fukuoka et al. 2001). For downstream
processing, extraction or adsorption are options prior to DOIP crystallization from organic
solvent. Extraction with ethyl acetate (Leuenberger et al. 1976) is chosen for the base case
process to avoid too much speculation in the design of adsorption columns where the required
parameters are not available. Crystallization occurs from the ethyl acetate extract upon
cooling and solvent evaporation (Fukuoka et al. 2001). A single multipurpose vessel is used
for extraction and crystallization as fermentation is the process rate-limiting step according to
the batch cycle diagram.
The process flow diagram for the ISPC case is shown in Figure 5C. For this process, a
stirred-tank fermenter coupled with an external crystallizer is considered where an
ultrafiltration unit is placed in between these units to separate the liquid from the cells and to
recycle the cells to the fermenter as described previously (Buque-Taboada et al. 2004).
Crystallization is done by cooling to 5oC and for process simulation, the crystallization
kinetics described previously (Buque-Taboada et al. 2006) is adapted. The filtration of the
product crystals is done using a Nutsche filter and nitrogen gas is employed for crystal drying
to prevent explosions.
11
[insert Figure 5 here]
Basic Assumptions
Location and plant life
It is desired to perform the production in a multipurpose plant (MPP). At such a plant there is
a wide variety of process equipment available for processing fine chemicals. The equipment
is used for different production processes over the year.
At the MPP, infrastructure for communication and transportation of raw materials and
products are available. The facility is able to supply heat transfer oil at a wide temperature
range, approximately between –10 to 150oC and electricity, among others. A wastewater
treatment plant (WWTP) and waste handling facility is also installed in the MPP. It is
assumed that the MPP facility will be partly used for DOIP production when a smaller
production capacity is desired, but for the sake of economic analysis, a full-time usage of the
MPP is adapted.
The economical plant life for the design cases is assumed to be 15 years. Conventional
equipment, which is usable in the production of other fine-chemical products, has an
equipment life of 15 years while unconventional (specialized) equipment has an assumed life
of 10 years.
Battery limit
The biomass used as catalyst is cultivated outside the battery limit for both cases. However,
regeneration of the immobilized biomass is implemented within the battery limit for the base
case.
Further, the bioconversion and downstream processing equipment are within the battery limit.
For the base case, this includes units for reaction, filtration, extraction, evaporation,
crystallization and solid handling. For the ISPC case, devices are limited to reactors, filters,
crystallizers and the solid handling units. For both cases auxiliary equipment is desired such
as storage vessels, pumps, piping, valves, and process control devices.
The fermentation (feedstock) solution entering the battery limit is composed of many
different components usually needed in small quantities. For simplicity, this is condensed to
three types of solution: media solution, reactivation solution (for biomass regeneration in the
base case), and the biomass suspension (used in the ISPC case).
Wastewater treatment is done outside the battery limit. The immobilized biomass cannot be
processed in a WWTP and needs to be discarded in another way at the end of the process. In
the base case, the spent solvent needs to be discarded in an organic waste treatment facility.
Utilities such as electricity, heating and cooling are inside the battery limit.
Process block schemes
A simplified process flowsheet for the base case is shown in Figure 6 where the mass
streams, pressures and temperatures are indicated. The thicker lines show the flow of main
reactant (OIP) and product (DOIP). The values indicated (in ton per ton of product) in each
12
process stream have been used in the economic analysis. In this case, the overall process
yield of DOIP on OIP was 79 %w/w during the production of 6.2 tons of DOIP in
approximately 6000 hours. Details of the major equipment employed in the process are
summarized in Table 2.
[insert Figure 6 here]
[insert Table 2 here]
A simplified flowsheet of the ISPC case is shown in Figure 7 where the yield per process step
is indicated. The overall process yield of DOIP on OIP is 91%w/w. A process cycle of one
batch is about 400 hours, which results in a total of 15 batches a year to produce the desired
amount. The ISPC process has characteristics of both a continuous and a batch process;
however, the streams for a continuous process indicated are employed in the economic
analysis. Details of the major equipment required in the process are summarized in Table 3.
[insert Figure 7 here]
[insert Table 3 here]
It should be noted that only the final, optimized process designs are shown. These may seem
to contain differences, for example with respect to biocatalyst choice, that might have been
obviated for a fair comparison. However, to obtain a realistic comparison, we did not block
potential process improvements even if these were only favorable to only one of the cases.
Process analysis
Base case
The base case design applies proven technology. There is sufficient know-how of the sub-
processes, which are widely applied in industry. This makes the base case process a reliable
one with respect to the individual operations of the equipment. The process is flexible but the
overall operation is not straightforward, which can cause potential setbacks (i.e. disruption of
equipment scheduling) on the over-all production process.
Immobilized biomass as the biocatalyst is chosen so that volumetric productivity is high. The
short batch process time in a bubble-column fermenter is an attractive feature of the process,
as it reduces the required equipment size.
The base case has an over-all yield of 79% w/w, which is not attractive when a relatively
expensive substrate is employed, as is the case for OIP. Furthermore, a large amount of
process water (202 ton per ton product) is required, resulting in a dilute product stream and
large waste streams. The large amount of organic solvent required (18.4 ton per ton of
product) leads to considerable costs.
13
ISPC case
The ISPC case is based on new lab-scale technology, which still needs to be tested (e.g. on
pilot-scale) to improve process reliability. The ISPC case employs less equipment (thus, less
manpower) but its semi-continuous and integrated nature can be disastrous to the production
process itself. The process requires a relatively large fermenter with stirring equipment,
which is more costly to install, operate, and maintain than a bubble-column fermenter
employed in the base case.
The ISPC case has an over-all yield of 91% w/w, which is a substantial improvement of the
base case having a yield of 79% w/w. This is due to the fact that product degradation is
minimized, stream recycles are implemented, a long process time is implemented, and water
build-up in the system is prevented. Process water required is 14.4 ton per ton product,
which is 14 times smaller than in the base case. In addition, the ISPC case does not use
organic solvent, which leads to an even smaller and easy-to-treat waste stream.
Most equipment choices for the ISPC case are attractive options. The ultrafilter does not lead
to high costs, the stirred-tank fermenter has higher yield (although costly) and cooling
crystallization is efficient. The stream recycles are an important feature of the design,
however, careful implementation is needed to avoid potential process disturbances and
failures.
Economic Analysis
The cost of the main substrate OIP is estimated at 100 euro/kg and DOIP, being four times
more expensive in laboratory catalogues, at 400 euro/kg. All other costs were estimated
according to available sources. The total cost as well as the production cost per kg of DOIP
produced in each case is shown in Table 4. The ISPC case has lower annual production costs
and thus a higher net cash flow. It has a higher economic potential, scoring better on all
economic criteria (Table 5). This is attributed to the higher yield and the absence of organic
solvent usage. In the base case, the lower yield causes a lower net cash flow and the use of
organic solvent resulted in higher variable costs, which includes waste costs. Although the
purchased equipment costs (PEC) of the ISPC case are higher, the final total investment
required is the same for both processes. The higher PEC for the ISPC case is due mostly to
the high costs of the fermenter. The variable costs due to cooling in the crystallization loop
in the ISPC case turn out to be modest.
[insert Table 4 here]
[insert Table 5 here]
Possible economic improvements
Since substrate cost is a major cost factor as it is relatively expensive, improving the yield of
DOIP on OIP is recommended to increase the net cash flow especially in the base case. A
cheaper, more efficient, easy-to-dispose-of kind of organic solvent must be employed if it
14
cannot be avoided in the base case, so that the utilities and waste costs are lowered.
Reducing the consumption of process water and organic solvent will save on utilities and
waste treatment. The ISPC case is in many ways already an improvement of the base case,
but can still be enhanced. The yield and productivity can be improved further by optimizing
flow and recycle streams and by employing a biocatalyst with higher activity, amongst
others. Table 6 shows the DOIP productivity employing yeasts at different conditions. Free
cells of S. rouxxi show productivity, which is almost 3 times better than S. cerevisiae.
Growing cells of S. cerevisiae show the highest productivity but this might be economically
compensated by the costs of nutrients required in growing cells. Alternative fermenters
should be explored as the current stirred-tank fermenter (including its operation) is a major
cost factor in the process. Upscaling would significantly reduce investments for both options.
Although the acquisition of biomass feedstock is outside of the battery limit, it is
economically attractive to consider acquiring or producing it on a yearly basis by cultivating
the biomass in a large rented fermentation facility and storing it properly to maintain its
viability throughout the year.
[insert Table 6 here]
Conclusions and outlook
Crystallization as an in situ product recovery technique might be an attractive option in the
production of crystalline compounds employing whole cells as biocatalyst. The case study
presented as an example, shows that employing in situ product crystallization in a typical
whole-cell catalyzed reaction can lead to increased productivity and yield with minimal waste
streams, at lower production costs than a conventional process. The ISPC process does not
require the use of auxiliary phases such as organic solvents. This process strategy may be
applicable to many biocatalytic (e.g. reduction) systems where crystalline products are
obtained, which include specialty biochemicals such as amino acids, steroids, antibiotics,
proteins, esters and ketones. Furthermore, this might be an attractive option for processes
employing relatively expensive substrates.
However, the design approaches and choices for such a process are crucial for its successful
implementation. As this study is the start of a systematic development for ISPC processes,
further research is required to unravel the different factors and issues concerning this process.
In the end, in situ product recovery by crystallization should be a common practice in the
design and implementation of robust integrated processes involving fermentation or
biotransformation.
More specifically, the following issues of the process must be addressed:
Extensive application in biocatalyzed processes, leading to a wider scope of product and
biocatalyst categories,
Strategies for ISPC implementation under aseptic conditions,
15
Approaches in particle-particle separation,
Crystallization aspects (e.g. generalized correlation on the influence of co-solutes on the
product crystal, improved (re-)crystallization techniques),
Improvement of process reliability and consistency (by pilot-scale studies),
Process optimization and comparison to alternative ISPR methods.
Acknowledgements
This study has partly been funded by the MHO-USC-DUT Project in Chemical Engineering.
The following persons are gratefully acknowledged for their important contribution to this
work: Sjoerd Blokker, Marcel Dabkowski, Willem Groendijk, Dirk Renckens, Jeroen de
Rond, and Prof.dr.ir. Johan Grievink of the Delft University of Technology.
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20
TABLES Table 1. Industrial biotechnology products formed as crystals by microbial action.
Crystalline products Examples References
Amino acids Glutamic acid Ueda et al. 2003
Carboxylic acids 6-hydroxynicotinic acid Hurh et al. 1994
Carboxylates Calcium lactate Kaščák et al. 1996
Chiral alcohols Many Blacker and Holt 1997; Chartrain et
al. 1999; Matsumae et al. 1999;
Leuenberger et al. 1976; Leuenberger
1985; Fukuoka et al. 2001
Steroids Many Crocq et al. 1997; Miller 1985
Antibiotics Tetracycline, oxytetracycline Cardoso 1993
Pigments -carotene Dufosse et al. 2005
Vitamins Riboflavin van Loon et al. 1996
Table 2. Specifications of major equipment used in the base case.
Specification Fermenter Extractor Crystallizer Filters
R101 S201 S201 S101 S202
Type Bubble
Column
MPVa MPVa Microfilter Nutsche
Volume [m3] 1.65 4.5 4.5
Area [m2] 0.44 1.33 1.33 0.07 0.8
Flux [m3.m-2.h-1] - - - 49.2 1
Number 1 1 1 1 1
- series 1 1 1 1 1
- parallel - - - - - a Multipurpose vessel with agitation accessories.
Table 3. Specifications of major equipment used in the ISPC case.
Specification Fermenter Crystallizerb Filters
R101 S102 S101 S102 S103
Type Stirred-tank
reactor
Scraped cooling
crystallizer
Ultrafilter Microfilterc Nutsche
Volume [m3] 6 (4.1a) 3.1 - - -
Area [m2] 2.7 1.5 6 0.07 1.8
Flux [m3.m-2.h-1] - - 0.07 0.61 0.22
Number 1 1 2 1 1
- series 1 1 1 1 1
- parallel - - 2
21
a Fermenter working volume. b With internal microfilter. c Installed inside the crystallizer.
Table 4. Final economic figures in both cases.
Cost Items Base case ISPC case
Purchased Equipment Costs (PEC) [k€] 661 907
Investment Costs [k€]
Direct Costs (DC) 1,740 1,620
Indirect Costs (IC) 1,040 970
Direct Fixed Capital (DFC) 3,160 2,970
Total Investment costs (IT) 4,000 3,720
Operating Costs [k€/a]
Fixed Costs (FC) 860 580
Variable Costs (VC) 1,080 761
Raw materials 798 709
Consumables 17 9
Utilities 146 28
Waste treatment and disposal 104 1
Miscellaneous expenses 15 14
Other costs 129 87
Annual Production Costs (APC) [k€/a] 2,070 1,428
Income [k€/a]
Revenues 2,490 2,560
Net Cash Flow (NCF) 420 1,130
DOIP produced per year [kg/a] 6222 6393
Production Costs [€/kg] 333 223
Margin (NCF/kg DOIP) [€/kg] 68 177
Table 5. Economic criteria in both cases.
Criteria Base case ISPC case
Rate of Return [%] 11 31
Pay-back time [years] 10.5 4.3
DCFRR* [%] 6.4 26.1
22
Return on Investment [%] 2 17
*Discounted cash flow rate of return
Table 6. DOIP productivity by two important yeasts.
Yeast strain Productivity [mg.(g cells)-1.h-1] References
Resting cellsa Growing cellsa
Saccharomyces cerevisiae 10 50 Buque-Taboada et al. 2004;
2005a
Free cells Immobilized cells
Saccharomyces cerevisiae 10 - Leuenberger et al. 1976
Saccharomyces cerevisiae 9 0.7 Fukuoka et al. 2001
Saccharomyces rouxii 26 4.9 Fukuoka et al. 2001 a The productivity is in terms of gram dry weight of cells.
23
FIGURE CAPTIONS
Figure 1. Different configurations for ISPR.
Figure 2. Conversion of substrate S to product P in the cell.
Figure 3. External configurations for ISPR with cooling crystallization. Cell retention is
done by (A) external filter, (B) spin filter inside the bioreactor, (C) cell
immobilization. In all cases, the filtrate is directly fed to the external
crystallization loop to crystallize the product. The product-depleted mother
liquor is recycled to the bioreactor.
Figure 4. Synthesis of 6R-dihydro-oxoisophorone via reduction of 4-oxoisophorone.
Figure 5. Process flow diagrams for (A and B) base case and (C) ISPC case.
Figure 6. Simplified block scheme diagram of DOIP production process (base case).
Figure 7. Simplified block scheme diagram of DOIP production process (ISPC case).
24
Figure 1 (Buque-Taboada et al., 2005)
Figure 2 (Buque-Taboada et al., 2005)
Internal External
Directcontact
Indirectcontact
Sout PoutSin PinPS
conversion
CPin < CPout
CPin 0
Sout PoutSin PinPS
conversion
CPin > CPout
CPout 0
A B
Sout PoutSin PinPS
conversion
CPin < CPout
CPin 0
Sout PoutSin PinPS
conversion
CPin > CPout
CPout 0
A B
25
4
5
32
1 Feed
ProductCrystals
Liquid medium recycle
Fermentatio Crystallization Filtrationwith in-situ (cooling)spin filter
4
5
32
1 Feed
Productcrystals
Liquid medium recycle
Fermentation Crystallization Filtrationwith immobilized (cooling)cells
Feed
product crystals
1
2
4
5
7
3 6
Biomass
Liquid medium recycle
Fermentation Filtration Crystallization Filtration (cooling)
A
C
B
27
Figure 4 (Buque-Taboada et al., 2005)
(OIP)
O
O
O
O
O
O H
Yeast Yeast
4-Oxoisophorone Levodione or
(6R)-dihydro-oxoisophorone (DOIP)
(4S,6R)- (ACT)
28
Figure 5 (Buque-Taboada et al., 2005)
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h
Aq
ueou
s so
lutio
n fr
om V
102
P20
1
Was
hing
wat
er
V2
01
EA
lo
w
V20
2
V20
3
P20
2
V2
04V
205
P20
4P
203
S202
Nit
roge
n
EA
cl
ean
G
K2
01E
201
V2
06
P20
5
P20
6
Pro
cess
Eq
uip
men
t S
um
mar
y fo
r IS
PC
C
ase
E101
: R
ecyc
ling
R10
1: F
erm
ento
rE1
02:
Con
dens
orS1
01:
Ultr
afilt
er
P101
: Fe
ed O
IPS1
02:
Cry
stal
lizer
P1
02:
Feed
Glu
cose
S103
: N
utsc
hefil
ter
P103
: Bi
omas
s su
sp.
V101
: C
onde
nsor
P104
: Fe
ed B
ase
P105
: Fe
ed m
isc.
P106
: Pr
oduc
t re
mov
alP1
07:
Rec
ycle
+
empt
yP1
08:
Slur
ry t
o S1
03
Pro
cess
Eq
uip
men
t S
um
mar
y fo
r B
ase
Cas
e
E101
: H
eatin
gR
101:
Bub
ble
colu
mn
E102
: C
onde
nsor
E103
: C
oolin
gS1
01:
Dea
d En
d Fi
lter
E201
: C
onde
nsor
S201
: M
ulti-
Purp
ose
V.
S202
: Fi
lter
K10
1: V
acuu
m p
ump
V101
: C
onde
nsor
P101
: Fe
ed b
ase
V102
: St
orag
e P1
02:
Filli
ng R
101
V201
: EA
med
ium
P103
: Em
pty
R10
1V2
02:
EA lo
wP1
04:
Empt
y V1
02V2
03:
EA c
lean
P2
01:
Fill
S201
V204
: St
orag
eP2
02:
Empt
y S2
01
V205
: St
orag
e P2
03:
Empt
y V2
04V2
06:
Con
dens
orP2
04:
Empt
y V2
05P2
05:
Empt
y V2
06
P206
: Em
pty
S202
BA
SE
CA
SE
: F
ER
ME
NT
AT
ION
S101
Pur
ified
air
V10
2R
101
P10
3P
104
Aq
ueou
s so
lutio
n to
V20
4
Spen
t ai
rV
101
P10
2F
erm
enta
tion
sol
utio
n
T10
3
Wat
er
T10
4
Rea
ctiv
atio
n so
luti
on
T10
5
Aqu
eous
sod
ium
hy
drox
ide
T10
1
P10
1Bub
ble
Col
um
n R
eact
orB
uffe
r V
esse
l
Spen
t re
acti
vat
ion
solu
tion
A
Wa
ter
to W
WT
P
Sp
ent
nitr
oge
n
Su
ppo
rtC
he
mic
als
T10
1
P1
01O
IP
T10
2
P1
02G
luco
se
T10
3
P1
03B
iom
ass
sus
pen
sion
Fil
tere
d
Air
T10
4
P1
04B
ase
T10
6S
eed
cry
sta
ls
Sp
ent
Air
R1
01
DO
IP c
rys
tals
P1
08
S1
02
Was
hin
g w
ate
r
Nit
roge
n
P1
06
P1
07
T10
5
P1
05
S1
01
S1
03
Wa
ter
to
WW
TP
E1
02
E1
01
V1
01
B
C
Spe
nt d
ryin
g g
as
DO
IP c
ryst
als
Spe
nt w
ash
Was
te w
ater
to
WW
TP
Eth
yl A
ceta
te
pur
ge
BA
SE
CA
SE
: D
OW
NS
TR
EA
M P
RO
CE
SS
ING
S20
1
EA
m
ediu
m
T201
EA
fres
h
Aq
ueou
s so
lutio
n fr
om V
102
P20
1
Was
hing
wat
er
V2
01
EA
lo
w
V20
2
V20
3
P20
2
V2
04V
205
P20
4P
203
S202
Nit
roge
n
EA
cl
ean
G
K2
01E
201
V2
06
P20
5
P20
6
Pro
cess
Eq
uip
men
t S
um
mar
y fo
r IS
PC
C
ase
E101
: R
ecyc
ling
R10
1: F
erm
ento
rE1
02:
Con
dens
orS1
01:
Ultr
afilt
er
P101
: Fe
ed O
IPS1
02:
Cry
stal
lizer
P1
02:
Feed
Glu
cose
S103
: N
utsc
hefil
ter
P103
: Bi
omas
s su
sp.
V101
: C
onde
nsor
P104
: Fe
ed B
ase
P105
: Fe
ed m
isc.
P106
: Pr
oduc
t re
mov
alP1
07:
Rec
ycle
+
empt
yP1
08:
Slur
ry t
o S1
03
Pro
cess
Eq
uip
men
t S
um
mar
y fo
r B
ase
Cas
e
E101
: H
eatin
gR
101:
Bub
ble
colu
mn
E102
: C
onde
nsor
E103
: C
oolin
gS1
01:
Dea
d En
d Fi
lter
E201
: C
onde
nsor
S201
: M
ulti-
Purp
ose
V.
S202
: Fi
lter
K10
1: V
acuu
m p
ump
V101
: C
onde
nsor
P101
: Fe
ed b
ase
V102
: St
orag
e P1
02:
Filli
ng R
101
V201
: EA
med
ium
P103
: Em
pty
R10
1V2
02:
EA lo
wP1
04:
Empt
y V1
02V2
03:
EA c
lean
P2
01:
Fill
S201
V204
: St
orag
eP2
02:
Empt
y S2
01
V205
: St
orag
e P2
03:
Empt
y V2
04V2
06:
Con
dens
orP2
04:
Empt
y V2
05P2
05:
Empt
y V2
06
P206
: Em
pty
S202
BA
SE
CA
SE
: F
ER
ME
NT
AT
ION
S101
Pur
ified
air
V10
2R
101
P10
3P
104
Aq
ueou
s so
lutio
n to
V20
4
Spen
t ai
rV
101
P10
2F
erm
enta
tion
sol
utio
n
T10
3
Wat
er
T10
4
Rea
ctiv
atio
n so
luti
on
T10
5
Aqu
eous
sod
ium
hy
drox
ide
T10
1
P10
1Bub
ble
Col
um
n R
eact
orB
uffe
r V
esse
l
Spen
t re
acti
vat
ion
solu
tion
A
Wa
ter
to W
WT
P
Sp
ent
nitr
oge
n
Su
ppo
rtC
he
mic
als
T10
1
P1
01O
IP
T10
2
P1
02G
luco
se
T10
3
P1
03B
iom
ass
sus
pen
sion
Fil
tere
d
Air
T10
4
P1
04B
ase
T10
6S
eed
cry
sta
ls
Sp
ent
Air
R1
01
DO
IP c
rys
tals
P1
08
S1
02
Was
hin
g w
ate
r
Nit
roge
n
P1
06
P1
07
T10
5
P1
05
S1
01
S1
03
Wa
ter
to
WW
TP
E1
02
E1
01
V1
01
Spe
nt d
ryin
g g
as
DO
IP c
ryst
als
Spe
nt w
ash
Was
te w
ater
to
WW
TP
Eth
yl A
ceta
te
pur
ge
BA
SE
CA
SE
: D
OW
NS
TR
EA
M P
RO
CE
SS
ING
S20
1
EA
m
ediu
m
T201
EA
fres
h
Aq
ueou
s so
lutio
n fr
om V
102
P20
1
Was
hing
wat
er
V2
01
EA
lo
w
V20
2
V20
3
P20
2
V2
04V
205
P20
4P
203
S202
Nit
roge
n
EA
cl
ean
G
K2
01E
201
V2
06
P20
5
P20
6
Spe
nt d
ryin
g g
as
DO
IP c
ryst
als
Spe
nt w
ash
Was
te w
ater
to
WW
TP
Eth
yl A
ceta
te
pur
ge
BA
SE
CA
SE
: D
OW
NS
TR
EA
M P
RO
CE
SS
ING
S20
1
EA
m
ediu
m
T201
EA
fres
h
Aq
ueou
s so
lutio
n fr
om V
102
P20
1
Was
hing
wat
er
V2
01V
201
EA
lo
w
V20
2V
202
V20
3V
203
P20
2
V2
04V
205
P20
4P
203
S202
Nit
roge
n
EA
cl
ean
GG
K2
01E
201
V2
06V
206
P20
5
P20
6
Pro
cess
Eq
uip
men
t S
um
mar
y fo
r IS
PC
C
ase
E101
: R
ecyc
ling
R10
1: F
erm
ento
rE1
02:
Con
dens
orS1
01:
Ultr
afilt
er
P101
: Fe
ed O
IPS1
02:
Cry
stal
lizer
P1
02:
Feed
Glu
cose
S103
: N
utsc
hefil
ter
P103
: Bi
omas
s su
sp.
V101
: C
onde
nsor
P104
: Fe
ed B
ase
P105
: Fe
ed m
isc.
P106
: Pr
oduc
t re
mov
alP1
07:
Rec
ycle
+
empt
yP1
08:
Slur
ry t
o S1
03
Pro
cess
Eq
uip
men
t S
um
mar
y fo
r B
ase
Cas
e
E101
: H
eatin
gR
101:
Bub
ble
colu
mn
E102
: C
onde
nsor
E103
: C
oolin
gS1
01:
Dea
d En
d Fi
lter
E201
: C
onde
nsor
S201
: M
ulti-
Purp
ose
V.
S202
: Fi
lter
K10
1: V
acuu
m p
ump
V101
: C
onde
nsor
P101
: Fe
ed b
ase
V102
: St
orag
e P1
02:
Filli
ng R
101
V201
: EA
med
ium
P103
: Em
pty
R10
1V2
02:
EA lo
wP1
04:
Empt
y V1
02V2
03:
EA c
lean
P2
01:
Fill
S201
V204
: St
orag
eP2
02:
Empt
y S2
01
V205
: St
orag
e P2
03:
Empt
y V2
04V2
06:
Con
dens
orP2
04:
Empt
y V2
05P2
05:
Empt
y V2
06
P206
: Em
pty
S202
BA
SE
CA
SE
: F
ER
ME
NT
AT
ION
S101
Pur
ified
air
V10
2R
101
P10
3P
104
Aq
ueou
s so
lutio
n to
V20
4
Spen
t ai
rV
101
P10
2F
erm
enta
tion
sol
utio
n
T10
3
Wat
er
T10
4
Rea
ctiv
atio
n so
luti
on
T10
5
Aqu
eous
sod
ium
hy
drox
ide
T10
1
P10
1Bub
ble
Col
um
n R
eact
orB
uffe
r V
esse
l
Spen
t re
acti
vat
ion
solu
tion
A
BA
SE
CA
SE
: F
ER
ME
NT
AT
ION
S101
Pur
ified
air
V10
2V
102
R1
01R
101
P10
3P
103
P10
4P
104
Aq
ueou
s so
lutio
n to
V20
4
Spen
t ai
rV
101
V1
01
P10
2P
102
Fer
men
tati
on s
olu
tion
T10
3
Wat
er
T10
4T
104
Rea
ctiv
atio
n so
luti
on
T10
5T
105
Aqu
eous
sod
ium
hy
drox
ide
T10
1
P10
1P
101B
ubbl
e C
olu
mn
Rea
ctor
Buf
fer
Ves
sel
Spen
t re
acti
vat
ion
solu
tion
Spen
t re
acti
vat
ion
solu
tion
A
Wa
ter
to W
WT
P
Sp
ent
nitr
oge
n
Su
ppo
rtC
he
mic
als
T10
1
P1
01O
IP
T10
2
P1
02G
luco
se
T10
3
P1
03B
iom
ass
sus
pen
sion
Fil
tere
d
Air
T10
4
P1
04B
ase
T10
6S
eed
cry
sta
ls
Sp
ent
Air
R1
01
DO
IP c
rys
tals
P1
08
S1
02
Was
hin
g w
ate
r
Nit
roge
n
P1
06
P1
07
T10
5
P1
05
S1
01
S1
03
Wa
ter
to
WW
TP
E1
02
E1
01
V1
01
Wa
ter
to W
WT
P
Sp
ent
nitr
oge
n
Su
ppo
rtC
he
mic
als
T10
1
P1
01O
IP
T10
2
P1
02G
luco
se
T10
3
P1
03B
iom
ass
sus
pen
sion
Fil
tere
d
Air
T10
4
P1
04B
ase
T10
6S
eed
cry
sta
ls
Sp
ent
Air
R1
01
DO
IP c
rys
tals
P1
08
S1
02
Was
hin
g w
ate
r
Nit
roge
n
P1
06
P1
07
T10
5
P1
05
S1
01S
101
S1
03
Wa
ter
to
WW
TP
E1
02
E1
01
V1
01
29
Figure 6 (Buque-Taboada et al., 2005)
Figure 7 (Buque-Taboada et al., 2005)
OIP 1.24 t/t
Glucose 3.8 t/t
Water 200.8 t/t
Air 28.3 t/t
Solvent 18.4 t/t
Reactor
P = 1 bar
pH = 4.5Yield = 85.5%
Extractor
P = 1 bar
Yield = 99.5%
Crystallizer
P = 0.03
- 1 barYield = 92.5%
Reaction Separation Product recovery
Solvent 30.8 t/t
Air 30 t/t
31.1 t/t
To waste
To waste 0.19 t/t
DOIP crystals1.0 t/t204.1 t/t
222.2 t/t
Filter
T = 20oCP = 1 bar
Yield = 99.9%
6.33 t/t
Filtrate 6 t/t
Washing water 0.86 t/t
Purification
Total in 253.4 t/t Total out 253.4 t/t
Reactor
P = 1 bar
pH = 4.5Yield = 85.5%
Extractor
P = 1 bar
Yield = 99.5%
Crystallizer
P = 0.03
- 1 barYield = 92.5%
Reaction Separation Product recovery
To waste
To waste
DOIP crystalsFilter
Purification
T = 5oCT = 20oCT = 30oC
OIP 1.24 t/t
Glucose 3.8 t/t
Water 200.8 t/t
Air 28.3 t/t
Solvent 18.4 t/t
Reactor
P = 1 bar
pH = 4.5Yield = 85.5%
Extractor
P = 1 bar
Yield = 99.5%
Crystallizer
P = 0.03
- 1 barYield = 92.5%
Reaction Separation Product recovery
Solvent 30.8 t/t
Air 30 t/t
31.1 t/t
To waste
To waste 0.19 t/t
DOIP crystals1.0 t/t204.1 t/t
222.2 t/t
Filter
T = 20oCP = 1 bar
Yield = 99.9%
6.33 t/t
Filtrate 6 t/t
Washing water 0.86 t/t
Purification
Total in 253.4 t/t Total out 253.4 t/t
Reactor
P = 1 bar
pH = 4.5Yield = 85.5%
Extractor
P = 1 bar
Yield = 99.5%
Crystallizer
P = 0.03
- 1 barYield = 92.5%
Reaction Separation Product recovery
To waste
To waste
DOIP crystalsFilter
Purification
T = 5oCT = 20oCT = 30oC
OIP 1.08 t/t
Glucose 4.32 t/t
Water 13.4 t/t
Air 53.7 t/t
Water 1.03 t/t
Biomass 0.32 t/t
Nitrogen 1.4 t/t
Reactor
T = 30oC
P = 1 bar
pH = 5.5
Yield = 97.5%
Crystallizer
T = 5oC
P= 1 bar
Yield = 93.6%
Filter
T = 5oC
P = 1 bar
Yield = 99.9%
Reaction Product recovery PurificationAir 55.5 t/t
Nitrogen 1.4 t/t
DOIP crystals (1 t/t)6.1 t/t
To Waste 11.2 t/t
Total in 75.2 t/t
6.1 t/t
Total out 75.2 t/t
Reactor
T = 30oC
P = 1 bar
pH = 5.5
Yield = 97.5%
Crystallizer
T = 5oC
P= 1 bar
Yield = 93.6%
Filter
T = 5oC
P = 1 bar
Yield = 99.9%
Reaction Product recovery Purification
To Waste 6.1 t/t
OIP 1.08 t/t
Glucose 4.32 t/t
Water 13.4 t/t
Air 53.7 t/t
Water 1.03 t/t
Biomass 0.32 t/t
Nitrogen 1.4 t/t
Reactor
T = 30oC
P = 1 bar
pH = 5.5
Yield = 97.5%
Crystallizer
T = 5oC
P= 1 bar
Yield = 93.6%
Filter
T = 5oC
P = 1 bar
Yield = 99.9%
Reaction Product recovery PurificationAir 55.5 t/t
Nitrogen 1.4 t/t
DOIP crystals (1 t/t)6.1 t/t
To Waste 11.2 t/t
Total in 75.2 t/t
6.1 t/t
Total out 75.2 t/t
Reactor
T = 30oC
P = 1 bar
pH = 5.5
Yield = 97.5%
Crystallizer
T = 5oC
P= 1 bar
Yield = 93.6%
Filter
T = 5oC
P = 1 bar
Yield = 99.9%
Reaction Product recovery Purification
To Waste 6.1 t/t