1. Background
2. Objectives
3. Materials and Methods
3.1. Microorganism
3.2. Substrate
3.3. Fermentation Process
3.4. Leaching
3.5. Determining Methods
3.6. Taguchi Design Method
| Level 2 | Level 1 | Limit | Processing Parameter | Symbol of Parameter |
|---|---|---|---|---|
| 107 | 105 | 105 - 107 (spore/mL) | inoculation level | A |
| 4% | 3% | 3% - 4% | methanol percentage | B |
| Acetone solution | water | acetone-water solvent | solvent type | C |
| 6 d | 4 d | 4 - 6d | spore age | D |
| 75% | 65% | 65% - 75% | moisture percentage | E |
| 5.5 | 4 | 4- 5.5 | initial pH | F |
| 5 d | 4 d | 4 - 5 d | fermentation period | G |
| 30°C | 25°C | 25°C - 30°C | fermentation temperature | H |
| 18% | 14% | 14% - 18% | initial sugar | I |
| 4% | 2% | 2% - 4% | nitrogen source | J |
| 90 min | 20 min | 20 to 90 min | steam implementation period | K |
| Optimized Quantity, Pretreated With Acid | Optimized Quantity, Pretreated With Alkaline | Optimized Quantity, un-Pretreated | Trial |
|---|---|---|---|
| 105, cfu/mL | 105, cfu/mL | 105, cfu/mL | Inoculation, % |
| 4% | 4% | 4% | Methanol, % |
| 50% acetone solution | 50% acetone solution | 50% acetone solution | Solvent type |
| 6 d | 6 d | 6 d | Spore age |
| 65% | 65% | 75% | Moisture, % |
| 4 | 5.5 | 5.5 | Initial pH |
| 4 d | 5 d | 5 d | Fermentation period |
| 25ºC | 30ºC | 30ºC | Fermentation temperature |
| 18% | 18% | 14% | Initial sugar, % |
| 90 min | 20 min | 20 min | Steam implementation period |
| - | - | 4% | Nitrogen source percentage |
| 1 N | - | - | Acid normality |
| - | 1 M | - | Alkaline molarity |
4. Results
4.1. Methanol Effect
4.2. Initial Moisture Effect
4.3. Fermentation Temperature and Time Effect
4.4. The Effect of Spore Age and the Level of Inoculation
4.5. Sugar Concentration Effect
4.6. The Effect of Acetone utilization on Leaching Process
4.7. The Effect of Adding a Nitrogen Source
4.8. The Effect of Steam Application Time
5. Discussion
| Pretreated Bagasse | Bagasse Pretreated with Acid | Bagasse Pretreated With Alkaline | Trial |
|---|---|---|---|
| 14% | 18% | 18% | % of initial sugar |
| 0.283 | 0.47 | 0.486 | sugar absorption |
| 5.78% | 7.64% | 7.8% | % of remnant sugar |
| 0.189 | 0.215 | 0.238 | acid absorption |
| 1 | 1.16 | 1.3 | acid yield, g/L |
| 75.45 | 87.32 | 97.81 | acid yield, g/kg |
| 1.07 | 1.35 | 1.33 | sugar consumption, g/L |
| 94 | 86.3 | 98.2 | efficiency |
| 15.1 | 21.8 | 19.6 | outcome, g/kg/d |