| Literature DB >> 27689091 |
Zubayeda Zahan1, Maazuza Z Othman1, William Rajendram2.
Abstract
The aim of this study was to asseEntities:
Year: 2016 PMID: 27689091 PMCID: PMC5027371 DOI: 10.1155/2016/8462928
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Characteristics of substrates and inoculum.
| Parameters | Unit | SS | PF | GT | Inoculum | |
|---|---|---|---|---|---|---|
| 1st sample | 2nd sample | |||||
| TS | % | 3.7 ± 0.1 | 18.77 ± 0.8 | 7 ± 0.2 | 26.1 ± 0.2 | 1.85 ± 0.2 |
| VS | % | 3.13 ± 0.11 | 18.06 ± 0.7 | 6.8 ± 0.16 | 25.55 ± 0.2 | 1.32 ± 0.12 |
| tCOD | g/L | 53.73 ± 8.2 | 239.1 ± 0.91 | 405.3 ± 50 | 475.5 ± 10 | 12.9 ± 2.8 |
| sCOD | g/L | 3.95 ± 0.6 | 3.42 ± 0.04 | 2.98 ± 0.9 | 3.8 ± 0.7 | 1.4 ± 0.7 |
| Total N | g/L | 2.6 ± 0.1 | 3.55 ± 0.15 | 3.5 ± 0.2 | 3.54 ± 0.2 | 1.86 ± 0.003 |
| Ammonium | g/L | 0.11 ± 0.01 | 0.11 ± 0.003 | 0.14 ± 0.01 | 0.26 ± 0.007 | 0.48 ± 0.007 |
| Total PO4 3- | g/L | 1.5 ± 0.05 | 1.1 ± 0.04 | 2.56 ± 0.06 | 2.58 ± 0.1 | 0.9 ± 0.3 |
| Total VA | g acetic acid/L | 0.6 ± 0.01 | 1.98 ± 0.15 | 1.9 ± 0.2 | 2.03 ± 0.2 | 0.17 ± 0.013 |
| Alkalinity | g CaCO3/L | 2.7 ± 0.001 | 1.42 ± 0.001 | 1.3 ± 0.001 | 2.1 ± 0.01 | 4.1 ± 0.002 |
| pH | 6.36 ± 0.09 | 5.54 ± 0.01 | 5.0 ± 0.6 | 6 ± 0.3 | 7.55 ± 0.13 | |
Composition of the feedstocks used in the BMP and semicontinuous tests.
| Experiment type | Substrates in feedstock | Substrates | Composition (w/w) | Nomenclature |
|---|---|---|---|---|
| Batch | Single | SS | 100 | 100% SS |
| PF | 100 | 100% PF | ||
| GT | 100 | 100% GT | ||
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| Batch | Two | SS : PF | 99 : 01 | 1% PF |
| SS : PF | 98 : 02 | 2% PF | ||
| SS : PF | 90 : 10 | 10% PF | ||
| SS : PF | 75 : 25 | 25% PF | ||
| SS : PF | 50 : 50 | 50% PF | ||
| SS : GT | 99 : 01 | 1% GT | ||
| SS : GT | 98 : 02 | 2% GT | ||
| SS : GT | 90 : 10 | 10% GT | ||
| SS : GT | 75 : 25 | 25% GT | ||
| SS : GT | 50 : 50 | 50% GT | ||
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| Batch | Three | SS : PF : GT | 95 : 2.5 : 2.5 | 5% FW# |
| SS : PF : GT | 80 : 10 : 10 | 20% FW# | ||
| SS : PF : GT | 50 : 25 : 25 | 50% FW# | ||
| SS : PF : GT | 33.3 : 33.3 : 33.3 | 66.67% FW# | ||
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| Semicontinuous | Single | SS | 100 | 100% SS |
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| Semicontinuous | Two | SS : PF | 99 : 1 | 1% PF |
| SS : PF | 98 : 2 | 2% PF | ||
| SS : GT | 99 : 1 | 1% GT | ||
| SS : GT | 98 : 2 | 2% GT | ||
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| Semicontinuous | Three | SS : PF : GT | 95 : 2.5 : 2.5 | 5% FW# |
#FW = mixture of PF and GT at ratio 50 : 50 (w/w).
Figure 1Accumulative methane production (a–d) and daily biogas yield (e–f) from batch experiments of single, two, and three substrates.
Figure 2Prediction of optimum SS and FW mix ratio according to the methane yield: (a) %PF, (b) %GT, and (c) %FW.
Synergistic effect evaluation of codigestion of SS with PF, GT, and FW (mixture of PF : GT).
| Substrates ratioa | EMY | SD | Weighted EMY | Difference | Increase in |
| Synergistic effect |
|---|---|---|---|---|---|---|---|
| 1% PF | 199.6 | 20.6 | 195.7 | 3.9 | 2.0 | 0.9310 | Not clear |
| 2% PF | 226.6 | 16.3 | 198.4 | 28.2 | 14.2 | 0.6106 | Not significant |
| 10% PF | 383.1 | 22.9 | 220.3 | 162.8 | 73.9 | 0.0462 | Synergistic |
| 25% PF | 537.5 | 12.3 | 261.3 | 276.2 | 105.7 | 0.0084 | Synergistic |
| 50% PF | 616.8 | 30.2 | 329.6 | 287.2 | 87.2 | 0.0066 | Synergistic |
| 1% GT | 200.8 | 2.6 | 195.1 | 5.16 | 2.7 | 0.9067 | Not clear |
| 2% GT | 230.6 | 10.3 | 197.3 | 33.32 | 16.9 | 0.5423 | Not significant |
| 10% GT | 317.3 | 14.8 | 214.5 | 102.8 | 47.9 | 0.0467 | Synergistic |
| 25% GT | 413.2 | 10.1 | 246.7 | 166.3 | 67.4 | 0.0259 | Synergistic |
| 50% GT | 561.3 | 16.9 | 300.8 | 260.5 | 86.6 | 0.0081 | Synergistic |
| 5% FW | 433.7 | 72.7 | 205.2 | 228.5 | 111.4 | 0.0176 | Synergistic |
| 20% FW | 508.9 | 70.1 | 241.8 | 267.1 | 110.4 | 0.0110 | Synergistic |
| 50% FW | 632.8 | 16.1 | 315.2 | 317.6 | 100.8 | 0.0038 | Synergistic |
| 66.67% FW | 603.3 | 6.7 | 352.4 | 250.9 | 71.2 | 0.0066 | Synergistic |
EMY: experimental methane yield (mL/g VSadded); SD: standard deviation; and weighted EMY: weighted average of experimental methane yield for cosubstrates.
aPercentage of food wastes (PF, GT, and FW) mixed with SS.
Figure 33D prediction of optimum FW incorporation: (a) surface plot and (b) contour plot.
Figure 4Daily biogas production, methane yield, and variation in pH during the codigestion of MWTP sludge with food wastes at different mix ratios: (a) 1% PF, (b) 2% PF, (c) 5% FW, (d) 100% MS, (e) 1% GT, and (f) 2% GT.
Biogas production and process performance in terms of TS, VS, and COD removal.
| Feedstocks | Parameters | Period I | Period II | Period III | Period IV | Period V | Period VI |
|---|---|---|---|---|---|---|---|
| 1% PF | Avg biogas | 256 ± 16 | 337 ± 14 | 320 ± 1.5 | 284 ± 8 | 339 ± 7 | 355 ± 9 |
| CH4% | 69 ± 3.2 | 65 ± 7.81 | 69 ± 2.8 | 77 ± 2.8 | 71 ± 6.7 | ||
| TS removal% | 43 ± 0.01 | 43 ± 0.03 | 40 ± 0.04 | 40 ± 0.4 | 46 ± 1 | 41 ± 4.5 | |
| VS removal% | 49 ± 0 | 51 ± 0.02 | 49 ± 0.03 | 45 ± 0.1 | 57 ± 3.3 | 50 ± 2.1 | |
| COD removal% | 61 ± 0.06 | 58 ± 0.01 | 53 ± 0.02 | 59 ± 0.03 | 59 ± 0.03 | 55 ± 2.03 | |
| pH | 7.4 ± 0.4 | 7.0 ± 0.08 | 7.1 ± 0.08 | 7.01 ± 0.06 | 7.02 ± 0.05 | 7.07 ± 0.03 | |
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| 2% PF | Avg biogas | 252 ± 14 | 335 ± 9 | 334 ± 2 | 322 ± 1 | 364 ± 2 | 367 ± 3 |
| CH4% | 69 ± 2.4 | 66 ± 3.4 | 69 ± 2.4 | 74 ± 1.4 | 69 ± 5.4 | ||
| TS removal% | 43 ± 0.02 | 45 ± 0.01 | 41 ± 0.05 | 45 ± 2.5 | 46 ± 0.06 | 45 ± 2.2 | |
| VS removal% | 51 ± 0.01 | 52 ± 0.01 | 50 ± 0.04 | 52 ± 0.05 | 55 ± 0.03 | 53 ± 1.6 | |
| COD removal% | 58 ± 0.1 | 54 ± 0.01 | 55 ± 0.06 | 59 ± 0.03 | 57 ± 0.03 | 57 ± 2.05 | |
| pH | 7.3 ± 0.4 | 7 ± 0.04 | 7.1 ± 0.06 | 7.01 ± 0.01 | 7.03 ± 0.02 | 7.05 ± 0.04 | |
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| 5% FW | Avg biogas | 281 ± 1 | 376 ± 2 | 386 ± 3 | 393 ± 2 | 415 ± 19 | 424 ± 10 |
| CH4% | 69 ± 5.5 | 68 ± 7.5 | 69 ± 7.8 | 77 ± 4.9 | 72 ± 5.1 | ||
| TS removal% | 49 ± 0.01 | 52 ± 0.02 | 52 ± 0.08 | 44 ± 0.06 | 50 ± 1.0 | 52 ± 0.07 | |
| VS removal% | 56 ± 0.01 | 60 ± 0.02 | 60 ± 0.02 | 55 ± 0.08 | 54 ± 1.01 | 59 ± 4.05 | |
| COD removal% | 58 ± 0.1 | 54 ± 0.01 | 55 ± 0.02 | 60 ± 0.04 | 54 ± 0.08 | 58 ± 1.01 | |
| pH | 7.3 ± 0.5 | 7.09 ± 0.06 | 7.08 ± 0.08 | 7.05 ± 0.07 | 7.1 ± 0.3 | 7.05 ± 0.04 | |
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| 1% GT | Avg biogas | 253 ± 36 | 285 ± 15 | 308 ± 7 | 348 ± 5 | 345 ± 12 | 361 ± 1 |
| CH4% | 69 ± 2.51 | 67 ± 2.3 | 69 ± 2.12 | 75 ± 2.8 | 69 ± 7.1 | ||
| TS removal% | 44 ± 0.01 | 45 ± 0.01 | 45 ± 0.06 | 43 ± 0.01 | 44 ± 0.06 | 45 ± 3.05 | |
| VS removal% | 52 ± 0.01 | 52 ± 0.02 | 46 ± 0.06 | 50 ± 1.02 | 48 ± 0.04 | 48 ± 5.09 | |
| COD removal% | 63 ± 0.04 | 59 ± 0.01 | 63 ± 0.04 | 65 ± 1.06 | 56 ± 2.3 | 59 ± 1.06 | |
| pH | 7.3 ± 0.5 | 7 ± 0.06 | 7.02 ± 0.04 | 7 ± 0.05 | 7 ± 0.12 | 7.08 ± 0.13 | |
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| 2% GT | Avg biogas | 284 ± 9 | 336 ± 5 | 312 ± 3 | 329 ± 7 | 405 ± 4 | 395 ± 8 |
| CH4% | 68 ± 2 | 66 ± 5.1 | 69 ± 4.2 | 76 ± 4.9 | 72 ± 4.0 | ||
| TS removal% | 46 ± 0.02 | 45 ± 0.01 | 46 ± 0.04 | 45 ± 0.01 | 44 ± 0.02 | 46 ± 2.04 | |
| VS removal% | 54 ± 0.01 | 54 ± 0.02 | 53 ± 0.03 | 53 ± 0.01 | 57 ± 0.08 | 53 ± 0.03 | |
| COD removal% | 65 ± 0.06 | 60 ± 0.01 | 60 ± 0.05 | 60 ± 0.04 | 56 ± 0.01 | 59 ± 0.04 | |
| pH | 7.25 ± 0.42 | 7 ± 0.09 | 7.03 ± 0.05 | 7 ± 0.06 | 7.01 ± 0.2 | 7.06 ± 0.07 | |
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| 100% SS | Avg biogas | 212 ± 1.7 | 271 ± 5.8 | 236 ± 6.6 | 264 ± 3.16 | 269 ± 3.5 | 284 ± 9.7 |
| CH4% | 64 ± 4.5 | 62 ± 1.5 | 64 ± 7.8 | 66 ± 2.8 | 66 ± 9.6 | ||
| TS removal% | 43 ± 0.02 | 41 ± 0.03 | 40 ± 0.06 | 40 ± 0.01 | 39 ± 0.03 | 40 ± 6.08 | |
| VS removal% | 50 ± 0.01 | 54 ± 0.02 | 46 ± 0.06 | 50 ± 1.3 | 51 ± 2.6 | 53 ± 1.7 | |
| COD removal% | 60 ± 0.03 | 58 ± 0.03 | 55 ± 0.06 | 56 ± 0.6 | 55 ± 0.8 | 55 ± 1.01 | |
| pH | 7 ± 0.12 | 6.99 ± 0.09 | 7.04 ± 0.09 | 6.93 ± 0.02 | 7.03 ± 0.05 | 7.05 ± 0.04 | |
Bench scale AD reactors' performance at the end of the experiment.
| Parameter | Unit | 1% PF | 2% PF | 5% FW | 1% GT | 2% GT | 100% SS |
|---|---|---|---|---|---|---|---|
| TS | g/L | 21.15 ± 2.43 | 20.62 ± 2.57 | 21.13 ± 5.1 | 20.02 ± 3.46 | 20.45 ± 0.26 | 20.34 ± 0.97 |
| VS | g/L | 15.67 ± 2.1 | 17.72 ± 1.61 | 17.16 ± 1.97 | 15.33 ± 0.28 | 14.61 ± 0.26 | 14.90 ± 2.92 |
| tCOD | g/L | 28.025 ± 0.25 | 26.65 ± 0.07 | 28.9 ± 0.21 | 26.075 ± 7.88 | 28.55 ± 0.21 | 29.025 ± 5.69 |
| sCOD | g/L | 2.05 ± 0.10 | 1.765 ± 0.06 | 3.24 ± 0.10 | 1.755 ± 0.02 | 2.285 ± 0.04 | 1.925 ± 0.11 |
| TS removal | % | 45 ± 2 | 47 ± 3 | 52 ± 5 | 48 ± 3 | 48 ± 1 | 46 ± 1 |
| VS removal | % | 52 ± 2.1 | 53 ± 1.6 | 55 ± 2 | 53 ± 0.3 | 57 ± 0.3 | 53 ± 3 |
| COD removal | % | 57 ± 2.5 | 59 ± 0.7 | 59 ± 2.1 | 60 ± 7.8 | 59 ± 2.1 | 55 ± 5.7 |
| TP | g/L | 0.36 ± 0.03 | 0.38 ± 0.04 | 0.44 ± 0.04 | 0.4 ± 0.02 | 0.42 ± 0.01 | 0.41 ± 0.001 |
| TN | g/L | 0.93 ± 0.035 | 0.895 ± 0.04 | 0.98 ± 0.035 | 0.877 ± 0.018 | 0.965 ± 0.014 | 0.945 ± 0.035 |
| TKN | g/L | 1.9 ± 0.3 | 2 ± 0.42 | 2.4 ± 0.3 | 2.2 ± 0.2 | 2.3 ± 0.15 | 2.2 ± 0.3 |
| NH4-N | g/L | 0.62 ± 0.014 | 0.575 ± 0.035 | 0.685 ± 0.05 | 0.7 ± 0.014 | 0.71 ± 0.014 | 0.67 ± 0.014 |
| VA | g/L | 0.147 ± 0.004 | 0.148 ± 0.01 | 0.266 ± 0.07 | 0.253 ± 0.05 | 0.315 ± 0.014 | 0.208 ± 0.005 |
| pH | 7 ± 0 | 7.08 ± 0 | 7.13 ± 0.02 | 7.05 ± 0.02 | 7.09 ± 0.05 | 7.04 ± 0.02 | |
| Alkalinity | g/L | 2.498 ± 0.29 | 2.7 ± 0.06 | 2.756 ± 0.08 | 2.711 ± 0.05 | 2.678 ± 0.03 | 2.671 ± 0.05 |
Analyses were carried out at a commercial laboratory (ALS, Australia).
Digestate heavy metals concentration in mL/g at the end of the experiment (after six HRT cycle of 20 days).
| Parameter | 1% PF | 2% PF | 5% FW | 1% GT | 2% GT | 100% SS | Limit |
|---|---|---|---|---|---|---|---|
| Ca | 430 ± 4 | 455 ± 5 | 480 ± 6 | 450 ± 5 | 440 ± 4 | 450 ± 7 | |
| Mg | 82 ± 1 | 85 ± 0.5 | 89 ± 0.7 | 89 ± 0.4 | 85 ± 0.3 | 87 ± 0.5 | |
| Ca hardness | 1100 ± 2 | 1100 ± 0.5 | 1200 ± 1 | 1100 ± 0 | 1100 ± 0.5 | 1100 ± 0 | |
| Mg hardness | 340 ± 0 | 350 ± 0 | 370 ± 1 | 360 ± 2 | 350 ± 5 | 360 ± 5 | |
| Al | 170 ± 0 | 170 ± 0 | 180 ± 0 | 170 ± 0 | 170 ± 0 | 200 ± 0 | |
| As | <1 | <1 | <1 | <1 | <1 | <1 | 20 |
| Cd | <0.1 | <0.1 | <0.1 | <0.1 | <0.1 | <0.1 | 1 |
| Cr | 0.5 ± 0.1 | 0.5 ± 0.1 | 0.5 ± 0.1 | 0.5 ± 0.1 | 0.5 ± 0.1 | 0.5 ± 0.1 | 400 |
| Cu | 11 ± 1 | 11 ± 1 | 12 ± 0 | 12 ± 1 | 12 ± 0 | 14 ± 0 | 100 |
| Fe | 160 ± 10 | 160 ± 5 | 170 ± 10 | 170 ± 10 | 170 ± 5 | 170 ± 5 | |
| Pb | <0.5 | <0.5 | <0.5 | <0.5 | 0.5 ± 0.1 | 0.6 ± 0.1 | 300 |
| Hg | <1 | <1 | <1 | <1 | <1 | <1 | 1 |
| Ni | 0.4 ± 0.1 | 0.4 ± 0.1 | 0.5 ± 0.1 | 0.4 ± 0.1 | 0.4 ± 0.1 | 0.4 ± 0.1 | 60 |
| Zn | 19 ± 0.5 | 20 ± 0.5 | 21 ± 1 | 20 ± 0.5 | 21 ± 1 | 22 ± 1.5 | 200 |
| Si | 170 ± 5 | 180 ± 5 | 170 ± 5 | 170 ± 5 | 180 ± 5 | 210 ± 10 | |
| Si-SiO2 | 350 ± 10 | 380 ± 5 | 370 ± 5 | 370 ± 5 | 380 ± 5 | 440 ± 10 | |
| S | 160 ± 5 | 170 ± 0 | 180 ± 5 | 170 ± 5 | 170 ± 5 | 200 ± 5 | |
| S-SO4 | 480 ± 10 | 520 ± 5 | 540 ± 5 | 520 ± 5 | 520 ± 5 | 600 ± 10 |
Heavy metal screening of the digestate samples was carried out by a commercial laboratory (ALS Environmental Division: Water Research Group).
Contaminant upper limits for biosolids as grade C1 [30].