Comparison of SHF and SSF Processes under Fed Batch Mode on Ethanol Production from Pretreated Vegetable Processing Residues SHF and SSF Fed Mode on from

Processes under ABSTRACT Vegetable wastes containing high starch in contrast to lignocellulosic biomass cause environmental threat due to non-judicious disposal and have not been exploited for bioethanol production. The ethanol production from steam or dilute sulphuric acid (DSA) pretreated residues was compared under fed-batch Separate Hydrolysis and Fermentation (F-SHF) or Simultaneous Saccharification and fermentation (F-SSF). The volumetric ethanol productivity, ethanol yields and ethanol contents (g/L) were higher from DSA than steam pretreatment in F-SHF, while latter two did not differ significantly between the pretreatments under F-SSF mode. High RS utilization was observed towards the last phase (72-120 h) in steam pretreatment under F-SSF. Fermented broth from F-SSF had higher levels of inhibitors such as phenolics, furfural and Hydroxymethyl furfural compared to F-SHF and also in the DSA pretreatment. A comparison of the ethanol production from the processes vis-à-vis enzyme and yeast feeding and pretreatment conditions, overall processing time etc. showed that F-SSF had higher requirement of enzymes and yeast than F-SHF. Possibility to curtail fermentation at 24 h under F-SHF mode due to very low ethanol production after 24 h equated the processing time under the two modes to 120 h and this made F-SHF the most advantageous process for the selected residues. pretreated than pretreatment F-SHF mode. the yield and the two pretreatments for the under F-SSF mode. Significantly higher utilization towards (72-120 h) in steam pretreated under F-SSF than DSA pretreated counterparts. galactose in high levels in AG peel hydrolysates; however mannose was absent in PK peel and galactose was absent in VB peel hydrolysates. This suggested the of variations in the hemicellulose composition in the residues. Very high consumption of hexoses during fermentation was in DSA pretreatment than pretreatment. The fermented broth from F-SSF retained higher levels of phenolics, HMF and furfural compared to F-SHF although (Tween 20+PEG+sodium borohydride) at equal to both A comparison of the (ml/kg) the vis-à-vis and pretreatment requirement of h under


INTRODUCTION
The global research efforts on alternative biofuel sources gained momentum approximately two decades ago, mainly due to the critical imperatives such as rapidly depleting natural fuel sources pushing the world to energy insecurity, global warming from the burning of coal, oil or natural gas, emission of greenhouse gases (GHGs) from the transportation and industrial sectors affecting the ecosystem as a whole etc. (Sarkar et al., 2012;Sun and Cheng, 2002;Zhang and Shahbazi, 2011;Zhang et al., 2018). Owing to its ability to reduce GHG emission by 86%, bioethanol is regarded as an economically and environmentally safe 'green fuel' of future (Farrel et al., 2006;Taherzadeh and Karimi, 2008). Extensive research has been done in the past two to three decades on ethanol production from lignocellulosic feedstock such as woody biomass, agricultural residues (rice straw, wheat straw, corn stover etc.) or dedicated grass (switch grass, Bermuda grass, Miscanthus etc.) and several reviews have appeared on these (Sarkar et al., 2012;Wyman, 1999;Yang and Wyman, 2008). Although renewability and cheap/abundant availability are positive attributes favouring lignocellulosic biomass (LCBs) as potential candidates for second generation (2G) ethanol production, their commercial exploitation is still challenged by several technological barriers such as high biomass recalcitrance necessitating rigorous pretreatment procedures, need for a complement

Raw Materials
Peels from vegetable crops such as ash gourd (AG), pumpkin (PK) and vegetable banana (VB) were collected by physically peeling them. These were washed in running water to free from adhering soil and dried in sunlight for 36 -48 h. These were powdered using a hammer mill to particles of ca. 2-3 mm size and the unscreened powder was utilized for the studies. Mixed vegetable wastes (MVW, comprising the non-edible parts such as peels, seeds and pulp part covering them and damaged parts of common vegetables), were collected from local restaurants and households and was dried as such in the sun without further washing. Previous studies on the composition of dry peels and MVW showed that they contained cellulose (13-19%), hemicellulose (13-20%), starch (27-32%) and lignin (4-8%) other than reducing and non-reducing sugars and ash (see Table 1) (Mithra and Padmaja., 2016 a;.

Enzymes and Chemicals
The hydrolytic enzymes utilized for the study included Ecozyme RT80 (cellulolytic enzyme complex), Ecozyme XY50 (Xylanase) and Stargen™002 (granular starch-hydrolysing enzyme) and the former two enzymes were provided by M/s Ecostar Ltd., Chennai, India while Stargen was gifted by M/s Genencor International Inc., USA (presently Genencor-Danisco, USA). The commercial enzyme preparation, Ecozyme RT80 was reported to contain 22 FPU (Filter Paper Units) of cellulase activity for each millilitre along with 328 units of β-glucosidase activity per millilitre and 126 units of α-amylase activity per millilitre (Mithra et al., 2017). The cellulase activity of Ecozyme RT80 was quantified by the method standardized by NREL, USA (Ghose, 1987). One filter paper unit (FPU) of activity is defined as the amount of enzyme which releases 2-mg reducing sugar from a 50-mg filter paper (Whatman no. 1) in 1 h. Ecozyme RT80 was also tested for the presence of co-activities such as β-glucosidase and α-amylase. β-Glucosidase activity was assayed using cellobiose as substrate as per the method of Tomaz and Roche (2002). The assay system had 0.05M cellobiose solution (0.4 ml) in 0.05M citrate buffer (pH 4.8) and 0.1 ml of properly diluted enzyme and was incubated at 50 °C for 30 min after which glucose was quantified using arsenomolybdate reagent (Nelson, 1944). β-Glucosidase activity is expressed as the amount of glucose (mg) released from one gram cellobiose by one milliliter of enzyme in one hour and is equivalent to 15.19 International units (I.U). The α-amylase activity of Ecozyme RT80 was determined as per the method of Divya Nair et al. (2011) using 1% cassava (Manihot esculenta Crantz) starch as substrate. The assay system had 1.0 ml of 1% gelatinized cassava starch, 3.5 ml acetate buffer (0.1M; pH 5.0) and 0.5 ml enzyme and the system was incubated at 50 °C for one hour, and glucose was quantified using the arsenomolybdate reagent. The α-amylase activity unit is expressed as the amount of glucose (mg) released in 1 h from one gram starch by one milliliter of enzyme and is equivalent to 5.83 International units (I.U). One I.U is the amount of enzyme that could produce 2 micromoles of glucose per minute from the respective substrates. Stargen™002 contained Aspergillus kawachi α-amylase (E.C. 3.2.1.1) expressed in Trichoderma reesei and a glucoamylase (E.C. 3.2.1.3) from Trichoderma reesei that work together to hydrolyse granular starch substrate to glucose. It has an activity of 570 glucoamylase units (GAU) per gram, and one GAU is the measure of enzyme that will release one gram of reducing sugars (as glucose) per hour from starch under the conditions of assay (Anon., 2009). Ecozyme RT80, Stargen and Ecozyme XY50 contained 78.8, 216.0 and 5.25 mg crude protein per millilitre respectively (Mithra et al., 2017).

Pretreatment
Two best pretreatments based on the efficiency of deconstruction were chosen which included steam pretreatment and DSA pretreatment. Ten grams of dry biomass powders were moistened with de-ionized water to raise the moisture content to 40% and exposed to room temperature (30 ± 1 °C) for 10 min in order to distribute water uniformly within the samples.
The moist samples were then spread on a wet (drained) muslin cloth and placed on the steamer tray (with pores) of a vegetable steamer (M/s TTK Prestige India Ltd., India) and subjected to steam treatment at 100 °C under atmospheric pressure for 45 min (Mithra and Padmaja, 2016 a). In DSA pretreatment, the dry biomass (10 g initially) was mixed with 100 ml 0.1 M H2SO4 and exposed to heat in a pressure cooker (M/s TTK Prestige India Ltd., India) for 60 min at 121 °C and pressure of 0.102 MPa (time noted after pressure build-up) (Mithra and Padmaja, 2016 a). Subsequent batches of substrates needed for the fed batch experiments were also pretreated similarly before addition.

Fed-Batch Separate Hydrolysis and Fermentation (F-SHF)
The fed batch experiment was started with steam or DSA pretreated biomass (equivalent to 10 g dry weight) prepared as above. The slurry was made up to 90 ml in 250 ml Erlenmeyer flasks and after pH adjustment to 5.0 the samples were equilibrated in a thermostatic water bath at 50 ºC. Both the slurries were treated with sodium azide (0.25% w/v) as antimicrobial agent and detoxification chemical mix containing Tween 20 (0.25% v/v), Polyethylene glycol 4000 (PEG, 0.25% w/v) and sodium borohydride (NaBH4; 0.151% w/v) and kept at room temperature (30 ± 1 °C) for 30 min to provide adequate time for removal of phenolic/other inhibitors from the pretreated slurry. The levels of the detoxifying chemicals were standardized through an earlier study and selected based on their capacity to channel out maximum quantity of phenolic compounds (Mithra and Padmaja, 2016 b). The treated slurries after pH adjustment to 5.0 and volume increment to 100 ml were equilibrated in a shaking water bath (M/s JULABO Industries, Germany) for 10 min at 50 ºC and shaking speed of 100 rpm.
An enzyme cocktail containing Ecozyme RT80 (16 FPU/g cellulose), Ecozyme XY50 (3 mg protein/g hemicellulose) and Stargen (0.25 ml equivalent to 54 mg protein/10 g biomass) was added to steam pretreated slurries. Due to the high hydrolysis of starch in DSA pretreated slurries (85-94%), the dosage level of Stargen was reduced to half (0.125 ml equivalent to 27 mg protein/10g biomass) while maintaining the same levels of Ecozyme RT 80 and Ecozyme XY50 as optimized earlier (Mithra et al., 2017). It was reported earlier that steam pretreatment removed 10% cellulose, 18% hemicellulose and 36% starch from the selected residues, while DSA removed 3.6-17.4% cellulose, 42-48% hemicellulose and 85-95% starch Padmaja, 2016 a, 2017 a) and hence the dose of Stargen was halved. Both the slurries were incubated at 50 °C for 24 h in a shaking water bath at a speed of 100 rpm.
Three graded levels of pretreated slurries such as 5g/20 ml, 5g/20 ml and 2.5g/10 ml were added subsequently at 24 h, 48 h, and 72 h of incubation without any additional enzyme loading but with exposure to the detoxification chemicals at proportionate levels for the same time mentioned earlier. Incubation was continued up to 96 h after which the slurries were centrifuged at 3000 rpm for 15 min and the clear supernatant was used for the fermentation experiment.
The reducing sugar content in the hydrolysates was monitored every 24 h using arsenomolybdate reagent (Nelson, 1944) and expressed as g/L (equivalent to that released from 150 g biomass as 15% w/v solid loading was adopted). All the experiments were run in triplicates and enzyme blanks as well as substrate blanks were kept to avoid the interference from sugars and original biomass respectively.

Hydrolysis Yield (HY)
The Hydrolysis yield (%) from F-SHF was computed from the RS values in the 96 h hydrolysates (which include the sugars formed after pretreatment as well) as percentage of the potential sugar content in each biomass using the formula: Hydrolysis yield (HY %) = Reducing sugar content ( / ) × 100 [(C + S) × 1.11 + HC × 1.14 + total sugars] × A (1) where C: cellulose, HC: hemicellulose and S: starch expressed as g/100g original dry biomass and A is 1.5 for 150 g biomass per litre. 1.11 is the conversion factor for cellulose or starch to sugars, while 1.14 is the conversion factor for hemicellulose to sugars (Thomsen et al., 2014).

Fermentation Setup
The fermentation experiments were conducted in 250 ml Erlenmeyer flasks using 150 ml clear hydrolysate from saccharification and the pH was adjusted to 4.5 prior to equilibration in a thermostatic water bath at 37 °C for 10 min at a shaking speed of 100 rpm.

Activation of Yeast
Dry Baker's yeast (Saccharomyces cerevisiae) was activated by allowing it to proliferate on 10% sucrose solution (20% w/v) at 37 °C for 1 h and from this 7.5 ml yeast suspension was used for each 150 ml hydrolysate.

Nutrient Solution
The stock nutrient solution contained ammonium sulphate (1.0 g), copper sulphate (0.004 g), magnesium sulphate (0.35 g) and calcium chloride (0.055 g) in one litre distilled water. An aliquot of 0.25 ml from this stock mix was added to each 150 ml hydrolysate.

Fermentation to Ethanol
Activated yeast (7.5 ml) along with 0.25 ml nutrient solution was added to 150 ml hydrolysate. The flasks after covering with aluminium foil were fermented for 72 h. Destructive sampling was done at 24 h, 48 h and 72 h in order to prevent the entry of air into the fermentation system during sampling. The fermented broth (after 72 h) was centrifuged at 3000 rpm for 15 min and the cell free supernatant was utilized for the determination of RS and ethanol content. Ethanol content was measured by the spectrophotometric method of Caputi et al. (1968) utilizing potassium dichromate reagent. The broth after 72 h fermentation was also distilled using a rotary evaporator (Ms BUCHI India Pvt. Ltd., India) at 70 °C to measure the recovery of ethanol. The distilled ethanol was mixed with anhydrous sodium sulphate (5 g/100 ml distillate) to eliminate the last traces of water and the volume was measured.

Fed-Batch Simultaneous Saccharification and Fermentation (F-SSF)
A feeding strategy proportionate with the quantity of substrate loading, involving enzymes, detoxification chemicals, yeast and nutrient solution was adopted in F-SSF, while in F-SHF only detoxification chemicals were fed along with substrate at three time points (24 h, 48 h and 72 h).
Ten grams of dry biomass were moistened to 40% moisture content and exposed to steam for 45 min as reported (Mithra and Padmaja, 2016 a). The steam pretreated material was reconstituted using 90 ml water and after pH adjustment to 5.0, the samples were equilibrated in a thermostatic water bath at 37 ºC. Sodium azide (0.25% w/v) and detoxification mix containing Tween 20 (0.25% v/v), PEG (0.25% w/v) and NaBH4 (0.151% w/v) were added to the slurry and kept for 30 min at room temperature for detoxification reaction. The triple enzyme cocktail containing Ecozyme RT80 (16 FPU/g cellulose), Ecozyme XY50 (3.0 mg protein/g hemicellulose) and Stargen (0.25 ml equivalent to 54 mg protein /10 g biomass) was added to each system. Activated yeast suspension (10 ml) prepared as indicated under F-SHF along with nutrient solution (0.20 ml) were added and after closing with aluminium foil, the flasks were incubated for 24 h at a shaking speed of 100 rpm.
Two more batches of the steam pretreated biomass (each 50 ml containing 10 g dry weight + half the quantity of detoxification mix) were prepared and after adjusting the pH to 5.0 and addition of half the quantity of detoxification chemicals, the slurries were exposed to room temperature for 30 min. Immediately after 24 h incubation and sampling, the first batch of 50 ml pH adjusted slurry along with 2.0 ml yeast suspension was added, along with nutrient solution (0.05 ml) and one-fourth the dose of enzymes (4 FPU Ecozyme RT80/g cellulose, 0.75 mg protein of Ecozyme XY50/g hemicellulose and 0.06 ml Stargen/10 g biomass) an incubation was continued up to 48 h.
The second batch of pH adjusted 50 ml whole slurry (containing the next 10 g dry weight + detoxification chemicals), along with 2.0 ml yeast suspension, nutrient solution (0.05 ml) and one-fourth the dose of enzymes as described earlier were added at 48 h. The cumulative biomass addition was 30 g in 200 ml (15% w/v) although at any point of sampling the weight may not be equivalent to 15% w/v as it was continuously hydrolysed by the enzymes. Incubation was continued up to 120 h, with sampling for quantification of ethanol and RS at every 24 h.
The same study was repeated for the DSA pretreated biomass (prepared as in F-SHF using 10 g dry biomass in 0.1 M H2SO4), except that the enzyme cocktail for first enzyme feeding had full dose of Ecozyme RT80 and Ecozyme XY50 along with half dose of Stargen (0.125 ml/10 g biomass). The dosages for the second and third level of application of 10 g biomass in 100 ml slurry volume at each loading were modified accordingly (4 FPU Ecozyme RT80/g cellulose, 0.75 mg protein of Ecozyme XY50/g hemicellulose and 0.03 ml Stargen/10 g biomass for each loading). Residual reducing sugars and ethanol were quantified after 120 h fermentation for both steam and DSA pretreated sets as described before.
The broth after 120 h fermentation was distilled using rotary evaporator and volume quantified as in the F-SHF experiments described earlier.

Calculation for Ethanol Yield Related Parameters
The reducing sugar (RS) consumption in F-SHF was worked out as the difference between the initial RS (g/L) available for fermentation in 96 h hydrolysates and the RS (g/L) remaining in the fermented broth after 72 h fermentation. The other parameters related to ethanol fermentation were computed based on the earlier reports (Barcelos et al., 2011;Pereira et al., 2015;Yadav et al., 2011;Pooja et al., 2018) as given under: Fermentation Efficiency (%) = Ethanol yield ( ) × 100 Theoretical ethanol yield Theoretical ethanol yield is 0.511 g/g glucose consumed (Qin, 2010) Volumetric Ethanol productivity (g/L. h) = Ethanol concentration (g/L) in fermented broth (Ef) Fermentation time (h) (4) Yield of Ethanol ( / ) from dry biomass = Ef × 1000 W1 where W1 is the weight of dry biomass in one litre slurry, which is 150 g for the fed-batch studies, Ethanol yield (ml) from one kg biomass = Ef × 1000 W1 × 0.82 (6) where 0.82 is the specific gravity of ethanol. In order to compute sugar consumption in F-SSF, the initial available total sugars were computed from the potential sugar yielding carbohydrate content as: Initial sugars (g/L) available for fermentation (A) = Total potential sugars (g/150 g) in each biomass which was calculated as: �(C + S) × 1.11 + HC × 1.14 + Total sugars�in 100 g dry biomass × 1.5 where 1.5 is the factor to convert to 150 g biomass.
The unutilized sugars in the residue left after saccharification and fermentation were quantified by determining the total sugars by extracting them with 80% ethanol, converting the non-reducing sugars to reducing using acid hydrolysis and then estimating the RS using arsenomolybdate reagent (Nelson, 1944) and the total carbohydrate by using anthrone reagent (Hedge and Hofreiter, 1962). The quantity of biomass remaining after fermentation(120 SSF) was quantified and based on this, the sugars in the residue from 150 g biomass was worked out.
Unutilized sugars (g/L) (B) = (Total sugars in fermented residue from 150 g biomass + total sugars (g/L) remaining in the fermented broth after 120 h)

HPLC Characterization of Monosaccharides and Furan Aldehydes
Sugar profile was characterized in the 96 h hydrolysates from steam and DSA pretreated residues as well as after 72 h fermentation in F-SHF by HPLC. In F-SSF, the fermented broth after 120 h was used for characterization of monosaccharides. The clear supernatants obtained by the centrifugation of samples (single pooled sample from three replicates) at 3000 rpm for 10 min were stored at -4 ºC until use. At the time of assay, the filtrates were again passed through 0.2 μm sterile filters (Millipore) and used for the HPLC characterization of sugars. Analysis of monomeric sugars was performed on an isocratic mode using HPLC (M/s Shimadzu, Kyoto, Japan) having a computer software based integration system. The conditions were: Column: SUPELCOSIL LC-NH2 (250 x 4.6 mm), mobile phase: acetonitrile:water (75:25), flow rate: 1.0 ml/min, column temperature: ambient (30 ±1 ºC), Detector: RID-10 A, injection volume: 20 μl and run time: 30 min.
Peaks were identified and quantified by comparing with the retention times of authentic standards (glucose, xylose, arabinose, galactose, mannose, furfural and HMF), procured from M/s SIGMA, St. Louis, USA.

Total Soluble Phenolics Content
Total soluble phenolics (TSPs) content in the hydrolysates from vegetable residues after saccharification (96 h for SHF experiment) as well as after fermentation (both SHF (after 72 h) and SSF (after 120 h)) were determined using Folin-Ciocalteu reagent (Singleton and Rossi, 1965) and expressed as gallic acid equivalents (g/L). Any interference from the detoxification agents (Tween 20, PEG4000 and sodium borohydride) was nullified in the assay by keeping a blank containing the same concentration of detoxification chemicals as in the test samples.

Statistical Analysis
The data from three replicates were analysed using the statistical package, SAS 9.3 to calculate the least significant difference (LSD) for pair-wise comparison of mean values (SAS, 2010).

Reducing Sugar Changes and Fermentative Performance during F-SHF and F-SSF
The initial RS available for fermentation after the 96 h saccharification of vegetable peel and MVW hydrolysates as well as the total Hydrolysis Yield (HY) are presented in Table 2. It could be seen that in the case of both steam and DSA pretreatments, VB and PK peel hydrolysates had the highest RS content. This was because of the very high sugar yielding carbohydrate (cellulose +hemicellulose+starch) content in these residues compared to the other two (see Table 1). Pretreatment related differences in RS release during saccharification were not evident within VB and PK peels, while significantly higher release was noticed from steam pretreated AG peel and MVW compared to DSA (see Table 1). It was also found that the HY % giving RS release as percentage of the potentially available sugars from carbohydrate was the highest for MVW hydrolysates from both steam and DSA pretreatments. Previous studies showed that MVW had the lowest content of cellulose and hemicellulose (ca. 12 % each) while ca. 28 % starch was also present This coupled with the low lignin content (see Table 1) might have led to the higher hydrolysis of MVW during enzymatic saccharification.
Earlier studies on batch vs fed batch saccharification (15% substrate loading) of steam or DSA pretreated vegetable residues showed that the latter was highly effective in enhancing the RS content in hydrolysates (Mithra et al., 2018). Furthermore the increase in RS after 96 h saccharification was not significant for most residues and hence in the present study on F-SHFthe hydrolysis time was curtailed to 96 h. Very high HY values indicated that high conversion rate of carbohydrates to RS was possible because of the use of a complement of three enzymes such as cellulase, xylanase and starch hydrolysing enzyme, Stargen (see Table 2). Previous studies optimized the level of these enzymes and the same levels were used in the present study also wherein it was proved that Stargen levels could be halved for DSA pretreated biomass due to the high content of starch hydrolysis at the pretreatment stage itself (Mithra and Padmaja, 2017 b;Mithra et al., 2017). Zhou et al. (2008) also stressed the need for a well balanced enzyme cocktail to obtain high fermentable sugar yield from LCBs. Zhang and Richard (2011) utilized food waste containing 34.8% starch as substrate for ethanol production and employed amylases for saccharification. Moon et al. (2009) used high starch (30.1% w/v) and fiber (14.9% w/v) containing waste and could get high RS yields when cellulases and amylases were used in the cocktail. Surfactants such as Tween 20 and PEG 4000 along with sodium borohydride might also have facilitated high HY % by reducing the chances of inhibition of saccharifying enzymes by toxic inhibitors generated during pretreatment. Several reports indicated the efficacy of these chemicals in enhancing the RS content in the hydrolysates (Börjesson et al., 2007;Cavka and Jönsson, 2013;Eriksson et al., 2002).
A similar pattern of RS consumption was obtained during 24-72 h fermentation of the hydrolysates in F-SHF with high consumption for PK and VB peels in both the pretreatments (see Table 2). Nevertheless maximum consumption occurred during the first 24 h of yeast growth, after which there was only negligible increase in RS consumption in all the samples. This indicated the possibility of restricting the fermentation time to 24 h for economic reasons. This is further supported by the high VEP (g/L.h) during the first 24 h which then drastically reduced to one-half of the initial (24 h) value in 48 h. VEP was also higher for the DSA pretreated hydrolysates for all the residues. Matsakas et al. (2014) obtained very high VEP values of 2.32 and 2.85 g/L.h respectively for 25% and 45% (w/v) loading using household food waste saccharified with cellulases and β-glucosidase. The  .60 b *Initial reducing sugars available for fermentation (g/L) in saccharified liquor from fed-batch system (after 96 h saccharification); ** indicates the Hydrolysis Yield as per the equation 1 (includes the pretreatment yield also); ***YE: g ethanol produced/g sugar consumed, means with different superscripts in each column are significant at p< 0.05 ethanol yield YE (g ethanol produced per gram RS consumed) and the ethanol content (g/L) of fermented broth showed that most ethanol production occurred within 24 h fermentation period. Among the two pretreatments, higher YE and ethanol content were obtained for DSA pretreated residues and the very little increase obtained after 24 h fermentation again indicated that prolonging fermentation beyond 24 h was not economical (see Table 2). Arapoglou et al. (2010) utilized a complement of three enzymes such as α-amylase, cellulase and β-glucanase on potato peel waste for batch saccharification to obtain 18.5 g/L RS which is not a high yield considering the total carbohydrate content of 68.7% including 52.14% starch and the ethanol yield reported was only 7.6 g/L. Similar low yields (8 g/L) were reported from starch containing food wastes by Walker et al. (2012) by using amylase alone for saccharification, stressing the significance of enzyme cocktail to achieve higher RS yields. Nevertheless, higher ethanol yields have also been reported for starchy food wastes corroborating with our data (Matsakas et al., 2014;Moon et al., 2009). Bhatia and Paliwal (2010) reported ethanol yields of 30 g/L from dilute acid hydrolysed waste banana peels using S. cerevisiae. A much higher RS content was obtained in the present study by adopting the fed batch approach and appropriate levels of enzymes in presence of detoxification chemicals.
The RS consumption in F-SSF for both the pretreatments was significantly higher than F-SHF (see Table 3). Nevertheless the VEP values were significantly lower than the F-SHF system, presumably due to the enhanced process duration of 120 h compared to only 72 h in F-SHF. The time course utilization of RS by yeast along with the ethanol production kinetics under F-SSF mode as presented in Fig.1 (a-d) indicated comparatively faster utilization of sugars during 24 h to 72 h period in both steam and DSA pretreatments. This also coincided with the ethanol productions, which were slowed down during 96-120 h. The final ethanol yield did not differ significantly neither between the residues nor pretreatments. However, RS consumption during fermentation by S. cerevisiae was significantly higher for PK peel and VB peel hydrolysates than the other two residues, even though this was not reflected in the VEP values or ethanol yields (YE). No significant differences among the various residues were observed in the VEP values after 120 h F-SSF (see Table 3); nevertheless higher YE could be obtained for AG peel and MVW in both pretreatments indicating higher per se conversion of RS to ethanol in them (see Table 3 and Fig. 1 a-d). In the case of the other residues, part of the sugars might have been utilized for cell proliferation. An alternative possibility is the relative differences in the HPLC profile of monosaccharides and furan aldehydes.

HPLC Profile of Monosaccharides
The sugar profile of hydrolysates (96 h) from F-SHF as well as the fermented broth (72 h) and that from F-SSF (120 h) as given in Table 4 showed that although glucose and xylose were uniformly present in all the samples, their values differed significantly with the highest content of glucose in the 96 h hydrolysates from steam and DSA pretreated PK peel in F-SHF system, while very low levels were observed from AG peel under similar conditions. Xylose content was also the lowest in the 96 h hydrolysates from AG peel. While mannose and galactose were also present in high levels in AG peel hydrolysates, mannose was absent in PK peel and galactose was absent in VB peel hydrolysates (see Table 4). Arabinose was present only in MVW hydrolysates and the differences in the monosaccharide profile indicated structural differences in the hemicellulose composition in the selected residues. Significant reduction in levels of hexose sugars was observed after fermentation in F-SHF (see Table 4), while xylose levels remained almost the same due to its non-utilization by S. cerevisiae (Olofsson et al., 2008).
The fermented broth from F-SSF of steam pretreated residues had significantly lower levels of hexoses and pentoses than the counterpart from F-SHF and a s the RS consumption was higher in the former mode than F-SHF, the low levels of residual hexoses indicated better conversion to ethanol in F-SSF of steam pretreated biomass (see Table 2 vs Table 3). Nevertheless the low xylose levels might be due to the partial hydrolysis of hemicellulose after ST pretreatment coupled with its slow release from the remaining fraction compared to F-SHF. On the contrary, DSA pretreatment could effectively hydrolyse hemicellulose and hence the xylose levels in fermented broth were high in F-SSF as well (Table 4) and was the cumulative effect of pre-treatment and saccharification. Previous studies showed that as high as 42-48% of hemicellulose was hydrolysed at the DSA pretreatment stage (60 min) compared to only 18% after steam pretreatment (45 min) (Mithra and Padmaja, 2016 a, 2017 a). Stenberg et al. (2000) observed that mannose (ca. 22 g/L) content in the liquor from steam pretreated SO2 impregnated spruce was more than glucose (ca. 16 g/L) even though native spruce had 40% glucan and 13% mannan which stressed the differential influence of pretreatments in hydrolysing/solubilising polysaccharides in the subsequent saccharification stage. The very high glucose levels in the hydrolysates from F-SHF resulted from the high content of starch as well in the LCSBs under study (see Table 1).
Rapid conversion of available glucose to ethanol by yeast in the first 6 to12 h after inoculation in SSF was reported by McIntosh et al. (2017) who found that 90% of ethanol production occurred during this period. As fed-batch substrate feeding strategy was adopted in the present study, continuous ethanol production was monitored up to 72 h although the rate of conversion of sugars to ethanol was reduced after 24 h. Nguyen et al. (2018) obtained high yields of ethanol (33.9 g/L) from soybean residue when galactose adapted yeast was used. Similar or higher yields of ethanol were obtained in the present study using traditional yeast adopting the fed-batch approach because of the high content of glucose in the hydrolysates compared to galactose.

Inhibitor Changes in F-SHF vs FSSF
The content of total soluble phenolics (TSPs) and furan aldehydes (furfural and 5-hydroxymethyl furfural) in the 96 h hydrolysates as well as the fermentation broth (from F-SHF and F-SSF) were quantified. The TSP content in the AG peel and PK peel were very high in the hydrolysates and fermented broth from DSA pretreatment (see Table 5). Lowest levels of TSPs were observed in the MVW samples. S. cerevisiae detoxified/assimilated part of the phenolics and higher extent of removal was noticed in samples with high levels. Approximately 6-7% removal was only observed in MVW hydrolysates during fermentation, indicating that the phenol assimilation pathways were activated in yeast only when the levels exceeded a threshold limit. Previous studies showed that as high as 73 to 82% TSPs could be eliminated from steam and DSA pretreated slurry of the selected residues by Tween 20+PEG4000 supplemented systems, while sodium borohydride removed ca. 37-53% TSPs (Mithra and Padmaja, 2016 b). Despite supplementation with the same level of detoxification chemicals the fermented broth from F-SSF had high levels of TSPs (see Table 5). Although DSA pretreatment is reported as one of the most efficient ways to deconstruct LCBs, it leads to the accumulation of inhibitors such as phenolics, furfural and HMF (Ando et al., 1986). In the conventional LCB technology, interference from inhibitors is eliminated to a large extent through the removal of pretreated liquor fraction. Nevertheless this could not be applied to LCSBs having high content of starch and it necessitated whole slurry saccharification to avoid loss of fermentable sugars formed during pretreatment. The extent of removal of lignin released in situ during F-SSF through its binding with surfactants might be limited due to the competitive binding with enzymes which might be responsible for the high retention of TSPs in F-SSF samples despite 30 min contact time provided initially and prior to each substrate feeding to enable the substrates to interact with the surfactants. Li et al. (2016) found that Tween 80 could enhance desorption of cellulases from both lignin and corn stover and attributed this to the possible competitive adsorption between cellulases and Tween 80 on them. The content of furan aldehydes in the 96 h hydrolysates and fermented broth (F-SHF and F-SSF) indicated that both the pretreatments resulted in the formation of only small quantities of the two furanoids (furfural and HMF) as compared to much higher values reported for many LCBs (Gupta et al., 2012;Li et al., 2016). Variation in levels was evident among the residues, with only negligible content of furfural in AG peel and lower levels of HMF in MVW than other residues (see Table 6). Xylose was the only pentose sugar present in the AG peel hydrolysates and that too in very low levels compared to the other residues and this might have resulted in the low conversion during pretreatment to furfural (see Table 4 vs Table 6). MVW having both arabinose and xylose as pentose sugars had higher levels of furfural than others. On the contrary, HMF levels were low in MVW samples due to the lower content of hexoses (glucose+galactose+mannose) in them compared to the other residues. Greater degree of assimilation/detoxification of furfural and HMF by yeast was observed in samples having higher levels of these and the percentage decrease during fermentation ranged from 5-21% (furfural) and 13-46% (HMF).  observed that negative interaction effect existed between inhibitors and cumulative inhibition could affect the performance of yeast. Phenolic inhibitors have greater inhibitor effect than corresponding levels of furfural, HMF or weak acids (Larsson et al., 1999). Ando et al. (1986) found that 4-hydroxybenzoic acid inhibited fermentation by S. cerevisiae at levels of 1.0 g/L, while vanillin present at similar levels caused only 25% decrease in ethanol yield. Approximately 21-35% decrease in TSPs were observed during fermentation in the present study (see Table 5) possibly due to assimilation by yeast and capacity of S. cerevisiae to assimilate vanillin, hydroxyl benzaldehyde and syringaldehyde has been demonstrated by Delgenes et al. (1996). Zha et al. (2012) compared the inhibitory effect of several compounds present in LCB hydrolystaes and found that only furfural and benzoic acid significantly affected yeast growth.

Comparative Ethenol Recovery under F-SHF and F-SSF from Steam or DSA-Pretreated Biomass
The fermentation efficiency (FE %) was compared for the steam and DSA pretreated biomass under the two modes such as F-SHF and F-SSF and it was found that samples subjected to DSA pretreatment had significant high FE values under the F-SHF mode (85-97%). Despite the high RS consumption under the F-SSF mode, ethanol yield was not proportionately increased in PK and VB peel samples and hence the FE values were low in both DSA and steam pretreated samples (see Table 2 vs Table 7). This was because part of the RS was consumed by yeast for its multiplication in certain residues such as PK and VB peels and hence was not getting fully converted to ethanol. Nevertheless this was not reflected in the ethanol productivity (ml/kg biomass) as the ethanol content in the fermented broth from F-SSF for these residues was either equal to or slightly higher than AG peel broth.
Lowest ethanol productivity was observed for steam pretreated residues under F-SHF and while F-SHF of DSA pretreatment gave the highest ethanol recovery from VB and PK peels, the other two residues gave the highest ethanol recovery (294 and 310 ml/kg from AG peel and MVW respectively) under F-SSF of steam pretreatment (see Table 7). However when compared to the F-SSF of DSA pretreated biomass, the increase in ethanol recovery was only 7-8 ml/kg for F-SSF of steam pretreatment for residues other than VB peel, while similar ethanol recovery (293 ml/kg)was obtained for VB peel for steam or DSA pretreatment under F-SSF.
Higher ethanol yields have been reported in F-SSF by certain researchers, while others observed that F-SSF was superior to batch mode, only when the enzyme feeding strategy was altered (Hoyer et al., 2010;Modig et al., 2008). Rudolf et al. (2005) compared the SSF under batch or fed batch mode with only enzyme feeding and found that yeast was inhibited to a greater extent in the former mode. Although the major disadvantage of SSF is reported as the sub-optimal action of saccharifying enzyme at the compromising temperature 35-37 °C and pH 4.5, when traditional yeast is used, the need for only one reactor vessel and mitigation of enzyme inhibition by sugars due to  (Öhgren et al., 2007;Saha et al., 2013) make F-SSF cost-effective if the ethanol yields are reasonably good. A comparison of the enzyme dosage, detoxification chemical mix levels as well as yeast feeding levels under the four processes adopted in the study as well as the processing conditions is provided in Table 8. As the cost of pretreatment and enzymes have been reported as major factors contributing to the overall cost in 2 G ethanol production (Sun and Cheng, 2002;Wyman, 1999), a major aim was to compare the yield of ethanol against the process operations. It could be seen from Table 8 that the F-SSF (both steam and DSA pretreatment) had significantly higher requirement of cellulase (Ecozyme RT80) and xylanase (Ecozyme XY50) than the corresponding F-SHF mode in which enzymes were fed only initially. Furthermore requirement of Stargen was only half the levels in both F-SHF and F-SSF from DSA pretreatment and the cumulative enzyme loading was thus the lowest in F-SHF of DSA pretreated biomass. This coupled with the possibility of reducing the fermentation time to 24 h in F-SHF (as there was no proportionate increase in ethanol production after 24 h up to 72 h), thus equating the overall process time in both the modes to 120 h makes F-SHF of DSA pretreated biomass the most advantageous process for the selected biomass.  Table 8. Requirement of enzymes, other additives and processing conditions in F-SHF and F-SSF of steam and DSA pretreated biomass*

CONCLUSIONS
The effect of fed batch substrate loading under SHF or SSF mode on ethanol production from vegetable processing residues was investigated using steam or DSA pretreated peels of ash gourd, pumpkin or vegetable banana as well as mixed vegetable waste. The volumetric ethanol productivity (g/L.h), ethanol yields (g ethanol produced/g sugar consumed) and ethanol contents (g/L) were higher from DSA pretreated biomass than steam pretreatment under F-SHF mode. However the ethanol yield and content did not differ significantly between the two pretreatments for the residues under F-SSF mode. Significantly higher RS utilization was observed towards the last phase (72-120 h) in steam pretreated biomass under F-SSF than DSA pretreated counterparts. Mannose and galactose were present in high levels in AG peel hydrolysates; however mannose was absent in PK peel and galactose was absent in VB peel hydrolysates. This suggested the possibility of structural variations in the hemicellulose composition in the residues. Very high consumption of hexoses during fermentation was observed in DSA pretreatment than steam pretreatment. The fermented broth from F-SSF retained higher levels of inhibitors such as phenolics, HMF and furfural compared to F-SHF although detoxification chemicals (Tween 20+PEG+sodium borohydride) were supplemented at equal levels to both the systems. A comparison of the ethanol productivity (ml/kg) under the various processes vis-à-vis enzyme and yeast feeding levels, pretreatment conditions, overall processing time etc. showed that F-SSF (both pretreatments) had higher requirement of enzymes and yeast than F-SHF. Furthermore the possibility to curtail fermentation at 24 h under F-SHF mode due to very low ethanol production after 24 h equated the processing time under the two modes to 120 h and hence F-SHF could be considered as the most advantageous process for the selected residues.