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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Main Authors: Bijan Barghi, Ramin Karimzadeh, Allan Niidu
Format: Article
Language:English
Published: Estonian Academy Publishers 2021-04-01
Series:Proceedings of the Estonian Academy of Sciences
Subjects:
Online Access:https://kirj.ee/wp-content/plugins/kirj/pub/proc-2-2021-135-147_20210405095410.pdf
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spelling 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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