The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology
Optimization of liquefied petroleum gas (LPG) catalytic cracking is one of the most fundamental issues in light olefin production. The Response Surface Methodology (RSM) 5-level-3-factor central composite design (CCD) was used to investigate the effects of zinc loading, water and temperature on ZSM-...
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doaj-578f00260c0f424caaafee51693c4be62021-05-27T09:26:31ZengEstonian Academy PublishersProceedings of the Estonian Academy of Sciences1736-60461736-75302021-04-0170213514710.3176/proc.2021.2.0110.3176/proc.2021.2.01The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface MethodologyBijan Barghi0Ramin Karimzadeh1Allan Niidu2School of Engineering, Virumaa College, Tallinn University of Technology, Järveküla tee 75, 30322 Kohtla-Järve, Ida-Viru maakond, EstoniaDepartment of Chemical Engineering, Tarbiat Modares University, Jalal Al Ahmad Highway, P.O. Box 14115-111, Tehran, Iran Department of Chemistry and Biotechnoloy, Tallinn University of Technology, Ehitajate tee 5, 19086 Tallinn, Estonia; School of Engineering, Virumaa College, Tallinn University of Technology, Järveküla tee 75, 30322 Kohtla-Järve, Ida-Viru maakond, Estonia allan.niidu@taltech.eeOptimization of liquefied petroleum gas (LPG) catalytic cracking is one of the most fundamental issues in light olefin production. The Response Surface Methodology (RSM) 5-level-3-factor central composite design (CCD) was used to investigate the effects of zinc loading, water and temperature on ZSM-5 performance. The results show that there is an optimum point for initial propylene and ethylene yields by changing the temperature (from 566 to 634 °C) of zinc metal loading in ZSM-5 (from 0.23 to 1.57 wt%) and the water/LPG ratio (from 0.32 to 2.68), with the yields being 22.34 wt% and 28.20 wt%, respectively. The experimental data were satisfactorily fitted to quadratic models by using multiple regression analysis over the range of operating conditions. The Response Surface Methodology determined the optimal Zn loading set (0.96 wt%), water/LPG ratio (1.86) and temperature (633.6 °C) to obtain the best result for the initial yields of ethylene and propylene. For ethylene and propylene yield responses, in a quadratic model, F-values showed 15.08 and 54.93, respectively, which states that the models were well-fitted.https://kirj.ee/wp-content/plugins/kirj/pub/proc-2-2021-135-147_20210405095410.pdfwaterlight olefin yieldmodified zsm-5catalytic crackingresponse surface methodology (rsm). |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Bijan Barghi Ramin Karimzadeh Allan Niidu |
spellingShingle |
Bijan Barghi Ramin Karimzadeh Allan Niidu The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology Proceedings of the Estonian Academy of Sciences water light olefin yield modified zsm-5 catalytic cracking response surface methodology (rsm). |
author_facet |
Bijan Barghi Ramin Karimzadeh Allan Niidu |
author_sort |
Bijan Barghi |
title |
The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology |
title_short |
The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology |
title_full |
The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology |
title_fullStr |
The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology |
title_full_unstemmed |
The effect of water and zinc loading on LPG catalytic cracking for light olefin production using Response Surface Methodology |
title_sort |
effect of water and zinc loading on lpg catalytic cracking for light olefin production using response surface methodology |
publisher |
Estonian Academy Publishers |
series |
Proceedings of the Estonian Academy of Sciences |
issn |
1736-6046 1736-7530 |
publishDate |
2021-04-01 |
description |
Optimization of liquefied petroleum gas (LPG) catalytic cracking is one of the most fundamental issues in light olefin production. The Response Surface Methodology (RSM) 5-level-3-factor central composite design (CCD) was used to investigate the effects of zinc loading, water and temperature on ZSM-5 performance. The results show that there is an optimum point for initial propylene and ethylene yields by changing the temperature (from 566 to 634 °C) of zinc metal loading in ZSM-5 (from 0.23 to 1.57 wt%) and the water/LPG ratio (from 0.32 to 2.68), with the yields being 22.34 wt% and 28.20 wt%, respectively. The experimental data were satisfactorily fitted to quadratic models by using multiple regression analysis over the range of operating conditions. The Response Surface Methodology determined the optimal Zn loading set (0.96 wt%), water/LPG ratio (1.86) and temperature (633.6 °C) to obtain the best result for the initial yields of ethylene and propylene. For ethylene and propylene yield responses, in a quadratic model, F-values showed 15.08 and 54.93, respectively, which states that the models were well-fitted. |
topic |
water light olefin yield modified zsm-5 catalytic cracking response surface methodology (rsm). |
url |
https://kirj.ee/wp-content/plugins/kirj/pub/proc-2-2021-135-147_20210405095410.pdf |
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