| Literature DB >> 31172044 |
Qiuyun Zhang1, Caiyan Yue1, Quanlin Pu1, Tingting Yang1, Zhongfu Wu1, Yutao Zhang1.
Abstract
An attempt has been made to optimize the preparation of biodiesel from the transesterification of oleic acid with methanol over iron(III)-doped phosphomolybdic acid (H3PMo) catalysts. The prepared doped H3PMo salts were characterized using powder X-ray diffraction, Fourier transform infrared spectroscopy, thermogravimetric analysis, and scanning electron microscopy. The detailed characterization results demonstrated that the doped H3PMo salts have a strong interaction between the iron(III) ions and metal oxygen cluster, well preserving a typical Keggin structure of heteropolyacids and possessing good thermal stability. The effect of esterification reaction parameters was investigated and optimized using single-factor experiments method in combination with response surface methodology (RSM). The doped catalyst exhibited good catalytic activity, affording the oleic acid conversion of 89.2% with single factor optimization and 95.1% with RSM. More importantly, the catalyst was simply separated by decantation and exhibited good stability, with the oleic acid conversion of 70.2% after three consecutive cycles. Besides, this catalyst can also catalyze the esterification of other free fatty acids. Therefore, the doped H3PMo catalyst is a promising candidate for eco-friendly production of biodiesel in industry.Entities:
Year: 2019 PMID: 31172044 PMCID: PMC6545601 DOI: 10.1021/acsomega.9b01037
Source DB: PubMed Journal: ACS Omega ISSN: 2470-1343
Figure 1(a) Powder XRD patterns and (b) FT-IR spectra of iron(III)-doped H3PMo.
Figure 2(a) TG profile of Fe1PMo catalyst. SEM images of (b) pristine H3PMo and (c) Fe1PMo catalyst.
Figure 3Effects of molar ratio (a), catalyst dosage (b), temperature (c), and time (d) on the oleic acid conversion.
Variables and Experimental Design Levels for Response Surface
| levels | ||||
|---|---|---|---|---|
| variable | symbol | –1 | 0 | 1 |
| reaction time (h) | 2 | 3 | 4 | |
| catalyst dosage (wt %) | 3 | 4 | 5 | |
| molar ratio of methanol to oleic acid | 6 | 10 | 14 | |
Experimental and Predicted the Oleic Acid Conversion Using RSM Box–Behnken Design
| conversion
(%) | |||||
|---|---|---|---|---|---|
| standard order | experimental | predicted | |||
| 1 | –1 | –1 | 0 | 84.70 | 84.51 |
| 2 | 1 | –1 | 0 | 91.60 | 91.31 |
| 3 | –1 | 1 | 0 | 85.70 | 85.99 |
| 4 | 1 | 1 | 0 | 93.30 | 93.49 |
| 5 | –1 | 0 | –1 | 72.50 | 71.66 |
| 6 | 1 | 0 | –1 | 77.50 | 76.76 |
| 7 | –1 | 0 | 1 | 84.40 | 85.14 |
| 8 | 1 | 0 | 1 | 93.50 | 94.34 |
| 9 | 0 | –1 | –1 | 74.50 | 75.53 |
| 10 | 0 | 1 | –1 | 78.90 | 79.45 |
| 11 | 0 | –1 | 1 | 93.70 | 93.15 |
| 12 | 0 | 1 | 1 | 93.90 | 92.88 |
| 13 | 0 | 0 | 0 | 90.60 | 90.44 |
| 14 | 0 | 0 | 0 | 90.40 | 90.44 |
| 15 | 0 | 0 | 0 | 89.30 | 90.44 |
| 16 | 0 | 0 | 0 | 90.20 | 90.44 |
| 17 | 0 | 0 | 0 | 91.70 | 90.44 |
Analysis of ANOVA for Response Surface Second-Order Modela
| source | sum of squares | d | mean square | probability ( | ||
|---|---|---|---|---|---|---|
| model | 785.04 | 9 | 87.23 | 72.65 | <0.0001 | significant |
| 102.25 | 1 | 102.25 | 85.16 | <0.0001 | ||
| 6.66 | 1 | 6.66 | 5.55 | 0.0507 | ||
| 482.05 | 1 | 482.05 | 401.49 | <0.0001 | ||
| 0.12 | 1 | 0.12 | 0.10 | 0.7587 | ||
| 4.20 | 1 | 4.20 | 3.50 | 0.1035 | ||
| 4.41 | 1 | 4.41 | 3.67 | 0.0968 | ||
| 25.17 | 1 | 25.17 | 20.96 | 0.0025 | ||
| 2.90 | 1 | 2.90 | 2.42 | 0.1641 | ||
| 152.59 | 1 | 152.59 | 127.09 | <0.0001 | ||
| residual | 8.40 | 7 | 1.20 | |||
| lack of fit | 5.43 | 3 | 1.81 | 2.44 | 0.2047 | not significant |
| pure error | 2.97 | 4 | 0.74 | |||
| cor total | 793.44 | 16 |
Rp2red = 0.8846, Radj2 = 0.9758, R2 = 0.9894.
Figure 4Three-dimensional response surface plots for the esterification of oleic acid with methanol with varying reaction parameters using Fe1PMo catalyst: effect of reaction time and the catalyst dosage (a); effect of molar ratio of methanol to oleic acid and the reaction time (b); and effect of molar ratio of methanol to oleic acid and the catalyst dosage (c).
Figure 5Reuse of the catalyst (a). Reaction conditions: molar ratio of methanol to oleic acid = 10:1, reaction temperature = 70 °C, catalyst dosage = 5 wt %, and reaction time = 3 h. The comparison of FT-IR spectra of fresh catalyst and reused catalyst (b).