| Literature DB >> 31598301 |
Chuan Li Lee1, Paik San H'ng1,2, Kit Ling Chin1, Md Tahir Paridah1,2, Umer Rashid3, Wen Ze Go2.
Abstract
The production of bioadsorbent from palm kernel shell (PKS) and coconut shell (CS) pretreated with 30% phosphoric acid (H3PO4) was optimized using the response surface methodology (RSM). Iodine adsorption for both bioadsorbents was optimized by central composite design. Two parameters including the H3PO4 pretreatment temperature and carbonization temperature were determined as significant factors to improve the iodine adsorption of the bioadsorbent. Statistical analysis results divulge that both factors had significant effect on the iodine adsorption for the bioadsorbent. From the RSM analysis, it was suggested that using 80 and 79°C as H3PO4 pretreatment temperature and 714 and 715°C as carbonization temperature would enhance the iodine adsorption of the CS and PKS bioadsobent, respectively. These results indicated that H3PO4 is a good pretreatment for preparing PKS and CS prior to carbonization process to produce bioadsorbent with well-developed microporous and mesoporous volume. The effort to produce alternative high grade and inexpensive adsorbent derived from lignocellulosic biomass, particularly in the nut shell form was implied in this research.Entities:
Keywords: H3PO4 pretreatment; adsorption; bioadsorbent; coconut shell; optimization; palm kernel shell
Year: 2019 PMID: 31598301 PMCID: PMC6774958 DOI: 10.1098/rsos.190667
Source DB: PubMed Journal: R Soc Open Sci ISSN: 2054-5703 Impact factor: 2.963
ANOVA for the mass yield, ash content, volatile content and fixed carbon content of CS and PKS bioadsorbent. Means followed by the same letter in the same column are not significantly different at p ≤ 0.05 according to Tukey's multiple comparison test.
| yield (%) | ash content (%) | volatile content (%) | fixed carbon content (%) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| pretreatment temperature (°C) | carbonized temperature (°C) | CS | PKS | CS | PKS | CS | PKS | CS | PKS |
| non-treated | 600 | 23.56 | 26.83 | 32.53 | 35.09 | 19.48 | 20.91 | 46.98 | 43.98 |
| non-treated | 700 | 20.95 | 24.57 | 35.44 | 38.54 | 16.11 | 17.31 | 48.44 | 44.15 |
| non-treated | 800 | 19.25 | 23.06 | 38.61 | 40.52 | 15.21 | 16.23 | 47.61 | 43.53 |
| 70 | 600 | 34.88a | 34.80a | 26.70a | 26.07a | 19.97f | 23.77f | 53.03c | 49.88c |
| 80 | 600 | 35.51b | 34.39b | 26.93b | 27.04b | 19.32f | 22.27e | 53.52bc | 50.54c |
| 90 | 600 | 33.50c | 33.59d | 29.17e | 29.17e | 17.54e | 19.91d | 53.10c | 50.91c |
| 70 | 700 | 37.75a | 31.99bc | 28.39d | 27.38d | 17.12de | 19.16d | 54.24b | 53.15b |
| 80 | 700 | 35.50b | 31.08e | 27.44c | 27.26c | 16.29d | 17.55c | 56.06a | 55.09a |
| 90 | 700 | 33.31c | 30.92f | 29.76f | 29.31f | 14.76c | 17.52c | 55.30a | 53.16b |
| 70 | 800 | 37.30a | 29.20c | 31.15g | 30.62g | 13.41b | 16.33c | 55.21a | 52.76b |
| 80 | 800 | 35.50b | 29.13e | 31.42h | 30.76h | 12.82b | 14.15b | 55.57a | 55.00a |
| 90 | 800 | 32.73c | 27.85g | 33.99i | 36.01i | 10.61a | 10.83a | 55.23a | 53.15b |
| <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
Experimental design matrix and results.
| run | factor 1 | factor 2 | response experiment | response predicted | response experiment | response predicted |
|---|---|---|---|---|---|---|
| iodine adsorption | iodine adsorption | iodine adsorption | iodine adsorption | |||
| standard | A | B | CS bioadsorbent (mg g−1) | PKS bioadsorbent (mg g−1) | ||
| 1 | 70 | 600 | 333.83 | 324.49 | 331.03 | 323.48 |
| 2 | 70 | 600 | 333.83 | 324.49 | 331.03 | 323.48 |
| 3 | 70 | 600 | 333.83 | 324.49 | 331.03 | 323.48 |
| 4 | 90 | 600 | 322.66 | 316.27 | 314.28 | 311.38 |
| 5 | 90 | 600 | 325.45 | 316.27 | 319.86 | 311.38 |
| 6 | 90 | 600 | 322.66 | 316.27 | 319.86 | 311.38 |
| 7 | 70 | 800 | 350.58 | 351.64 | 347.79 | 347.99 |
| 8 | 70 | 800 | 353.37 | 351.64 | 350.58 | 347.99 |
| 9 | 70 | 800 | 350.58 | 351.64 | 347.79 | 347.99 |
| 10 | 90 | 800 | 314.28 | 320.15 | 314.28 | 315.42 |
| 11 | 90 | 800 | 319.86 | 320.15 | 317.08 | 315.42 |
| 12 | 90 | 800 | 319.86 | 320.15 | 314.28 | 315.42 |
| 13 | 70 | 700 | 358.96 | 367.23 | 353.37 | 360.72 |
| 14 | 70 | 700 | 358.96 | 367.23 | 350.58 | 360.72 |
| 15 | 70 | 700 | 356.17 | 367.23 | 353.37 | 360.72 |
| 16 | 90 | 700 | 342.20 | 347.37 | 331.03 | 338.38 |
| 17 | 90 | 700 | 342.20 | 347.37 | 333.83 | 338.38 |
| 18 | 90 | 700 | 342.20 | 347.37 | 331.03 | 338.38 |
| 19 | 80 | 600 | 406.43 | 424.01 | 375.71 | 388.95 |
| 20 | 80 | 600 | 406.43 | 424.01 | 372.92 | 388.95 |
| 21 | 80 | 600 | 409.22 | 424.01 | 375.71 | 388.95 |
| 22 | 80 | 800 | 442.73 | 439.52 | 403.64 | 403.23 |
| 23 | 80 | 800 | 439.94 | 439.52 | 400.84 | 403.23 |
| 24 | 80 | 800 | 442.73 | 439.52 | 403.64 | 403.23 |
| 25 | 80 | 700 | 470.66 | 460.92 | 431.56 | 421.07 |
| 26 | 80 | 700 | 467.86 | 460.92 | 428.77 | 421.07 |
| 27 | 80 | 700 | 470.66 | 460.92 | 428.77 | 421.07 |
| 28 | 80 | 700 | 467.86 | 460.92 | 428.77 | 421.07 |
| 29 | 80 | 700 | 470.66 | 460.92 | 431.56 | 421.07 |
ANOVA for the model of iodine adsorption of pretreated bioadsorbent. A, pretreatment temperature; B, carbonized temperature.
| source | sum of squares | d.f. | mean square | ||
|---|---|---|---|---|---|
| ANOVA for response surface quadratic model for CS bioadsorbent | |||||
| model | 87381.54 | 5 | 17 476.31 | 196.654 | <0.0001 |
| 1774.441 | 1 | 1774.441 | 19.96708 | 0.0002 | |
| 1083.031 | 1 | 1083.031 | 12.18692 | 0.0020 | |
| 406.1385 | 1 | 406.1385 | 4.570117 | 0.0434 | |
| 72 235.46 | 1 | 72 235.46 | 812.8372 | <0.0001 | |
| 5719.178 | 1 | 5719.178 | 64.35565 | <0.0001 | |
| residual | 2043.971 | 23 | 88.86831 | ||
| lack of fit | 1987.828 | 3 | 662.6093 | 236.0427 | <0.0001 |
| pure error | 56.14318 | 20 | 2.807159 | ||
| corrected total | 89 425.52 | 28 | |||
| 0.977143 | |||||
| adjusted | 0.972174 | ||||
| predicted | 0.964844 | ||||
| adequate precision | 33.7336 | ||||
| ANOVA for response surface quadratic model for PKS bioadsorbent | |||||
| model | 45620.5 | 5 | 9124.108655 | 124.433227 | <0.0001 |
| 2245.64 | 1 | 2245.643612 | 30.62575117 | <0.0001 | |
| 916.764 | 1 | 916.7636395 | 12.50268518 | 0.0018 | |
| 314.452 | 1 | 314.4515701 | 4.288443405 | 0.0498 | |
| 34412.6 | 1 | 34 412.5575 | 469.3133039 | <0.0001 | |
| 4198.12 | 1 | 4198.12088 | 57.25334365 | <0.0001 | |
| residual | 1686.48 | 23 | 73.32533985 | ||
| lack of fit | 1625.12 | 3 | 541.7056699 | 176.549678 | <0.0001 |
| pure error | 61.3658 | 20 | 3.06829033 | ||
| corrected total | 47307 | 28 | |||
| 0.964350268 | |||||
| adjusted | 0.956600326 | ||||
| predicted | 0.945816045 | ||||
| adequate precision | 28.16196463 | ||||
Figure 1.Response surface and contour plot of carbonization temperature versus treatment temperature: (a) CS bioadsorbent and (b) PKS bioadsorbent.
The mathematical models derived from the experimental results for iodine adsorption. T1, pretreatment temperature; C1, carbonized temperature.
| bioadsorbent | model calculated for iodine adsorption (mg g−1) |
|---|---|
| pretreated CS | |
| pretreated PKS |
Predicted optimal pretreatment temperature and carbonization temperature with the corresponding iodine adsorption number.
| bioadsorbent | pretreatment temperature (°C) | carbonization temperature (°C) | predicted optimum (mg g−1) | verification (mg g−1) | residual of difference (%) |
|---|---|---|---|---|---|
| CS | 79.48 ≈ 80 | 713.81 ≈ 714 | 461.7135 | 462.2791 | 0.12 |
| PKS | 79.17 ≈ 79 | 715.10 ≈ 715 | 422.0778 | 423.1846 | 0.26 |
Comparison of preparation and characteristics of bioadsorbent from this work with other studies.
| references | biomass | activation condition | iodine adsorption (mg g−1) |
|---|---|---|---|
| present work | CS | H3PO4 pretreatment and activate with temperature of 714°C | 462.28 |
| present work | PKS | H3PO4 pretreatment and activate with a temperature of 715°C | 423.19 |
| [ | CS | using temperature 700°C with an activation time of 75 min | 348.74 |
| [ | PKS | using temperature 700°C with an activation time of 75 min | 304.97 |
| [ | jute | activated with N2 and steam with a temperature of 700°C for 1 h | 338.00 |
| [ | bamboo | using temperature 650°C with an activation time of 30 min | 237.00 |
Figure 2.Scanning electron micrograph of non-treated bioadsorbent CS (a) and PKS (b) carbonized with temperature at 700°C for 75 min and bioadsorbent CS (c) and PKS (d) pretreated with H3PO4 with a temperature of 80°C under carbonization temperature at 700°C for 75 min.
The surface area and pore size characterization of the prepared bioadsorbent. BET surface area for the non-treated CS and PKS bioadsorbent carbonized with temperature at 700°C for 75 min and CS and PKS bioadsorbent pretreated with H3PO4 with a temperature of 80°C under carbonization temperature at 700°C for 75 min.
| bioadsorbent | BET surface area (m2 g−1) | pore volume (cm3 g−1) | pore size (nm) |
|---|---|---|---|
| non-treated CS | 132.76 | 0.24 | 7.32 |
| pretreated CS | 204.64 | 0.28 | 5.52 |
| non-treated PKS | 101.92 | 0.20 | 7.66 |
| pretreated PKS | 135.97 | 0.24 | 7.05 |
Figure 3.Ratio of porosity for the non-treated CS and PKS bioadsorbent carbonized with temperature at 700°C for 75 min and CS and PKS bioadsorbent pretreated with H3PO4 with temperature of 80°C under carbonization temperature at 700°C for 75 min.
Figure 4.N2-adsorption isotherm for the non-treated CS and PKS bioadsorbent carbonized with temperature at 700°C for 75 min and CS and PKS bioadsorbent pretreated with H3PO4 with temperature of 80°C under carbonization temperature at 700°C for 75 min at 77 K.
Figure 5.FTIR for the non-treated CS and PKS bioadsorbent carbonized with temperature at 700°C for 75 min and CS and PKS bioadsorbent pretreated with H3PO4 with temperature of 80°C under carbonization temperature at 700°C for 75 min.
Figure 6.TGA for the non-treated CS and PKS bioadsorbent carbonized with temperature at 700°C for 75 min and CS and PKS bioadsorbent pretreated with H3PO4 with a temperature of 80°C under carbonization temperature at 700°C for 75 min.