Standard

Propane pre-reforming into methane-rich gas over ni catalyst: Experiment and kinetics elucidation via genetic algorithm. / Uskov, Sergey I.; Potemkin, Dmitriy I.; Enikeeva, Leniza V. et al.

In: Energies, Vol. 13, No. 13, 3393, 02.07.2020.

Research output: Contribution to journalArticlepeer-review

Harvard

APA

Vancouver

Uskov SI, Potemkin DI, Enikeeva LV, Snytnikov PV, Gubaydullin IM, Sobyanin VA. Propane pre-reforming into methane-rich gas over ni catalyst: Experiment and kinetics elucidation via genetic algorithm. Energies. 2020 Jul 2;13(13):3393. doi: 10.3390/en13133393

Author

BibTeX

@article{494ae6cce4d34f8f878beb8d785cc595,
title = "Propane pre-reforming into methane-rich gas over ni catalyst: Experiment and kinetics elucidation via genetic algorithm",
abstract = "Pre-reforming of propane was studied over an industrial nickel-chromium catalyst under pressures of 1 and 5 bar, at a low steam to carbon molar ratio of 1, in the temperature range of 220-380 ffiC and at flow rates of 4000 and 12,000 h-1. It was shown that propane conversion proceeded more efficiently at low pressure (1 atm) and temperatures above 350 °C. A genetic algorithm was applied to search for kinetic parameters better fitting experimental results in such a wide range of experimental conditions. Power law and Langmuir-Hinshelwood kinetics were considered. It was shown that only Langmuir-Hinshelwood type kinetics correctly described the experimental data and could be used to simulate the process of propane pre-reforming and predict propane conversion under the given reaction conditions. The significance of Langmuir-Hinshelwood kinetics increases under high pressure and temperatures below 350 °C. ",
keywords = "Genetic algorithm, Kinetics, Liquefied petroleum gas, Nickel catalyst, Pre-reforming, Propane, pre-reforming, CONVERSION, propane, genetic algorithm, nickel catalyst, liquefied petroleum gas, kinetics",
author = "Uskov, {Sergey I.} and Potemkin, {Dmitriy I.} and Enikeeva, {Leniza V.} and Snytnikov, {Pavel V.} and Gubaydullin, {Irek M.} and Sobyanin, {Vladimir A.}",
note = "Funding Information: preparation, D.I.P., S.I.U. and L.V.E.; supervision, V.A.S. All authors have read and agreed to the published version of the manuscript. Funding: In the part of experimental study the work is supported by the RFBR project 19-33-60008 “Perspectiva” F(Dun.I.dPi.)n.gI:nInthtehpeapratrotfomf aetxhpeemriamtiecnatlamlsotduedllyintghethweowrkorikssisuspuppoproterdtebdybtyhteh ReFRBFRBRprporjoejcetc1t91-93-33-76-060000814““PPeersrpspeecctitvivaa”” (L.V.E.). S.I.U. appreciates support by the Ministry of Science and Higher Education of the Russian Federation “Perspectiva” (L.V.E.). S.I.U. appreciates support by the Ministry of Science and Higher Education of the Russian FCeodnefrlaictitosnof(PIrnotjeercetsAt:ATAheAa-Aut1h7o-r1s17d0e4c1la7r1e0n08o8c-o0n).flict of interest. Funding Information: In the part of experimental study the work is supported by the RFBR project 19-33-60008 {"}Perspectiva{"} (D.I.P.). In the part of mathematical modelling the work is supported by the RFBR project 19-37-60014 {"}Perspectiva{"} (L.V.E.). S.I.U. appreciates support by the Ministry of Science and Higher Education of the Russian Federation (Project AAAA-A17-117041710088-0). Publisher Copyright: {\textcopyright} 2020 by the authors. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.",
year = "2020",
month = jul,
day = "2",
doi = "10.3390/en13133393",
language = "English",
volume = "13",
journal = "Energies",
issn = "1996-1073",
publisher = "MDPI AG",
number = "13",

}

RIS

TY - JOUR

T1 - Propane pre-reforming into methane-rich gas over ni catalyst: Experiment and kinetics elucidation via genetic algorithm

AU - Uskov, Sergey I.

AU - Potemkin, Dmitriy I.

AU - Enikeeva, Leniza V.

AU - Snytnikov, Pavel V.

AU - Gubaydullin, Irek M.

AU - Sobyanin, Vladimir A.

N1 - Funding Information: preparation, D.I.P., S.I.U. and L.V.E.; supervision, V.A.S. All authors have read and agreed to the published version of the manuscript. Funding: In the part of experimental study the work is supported by the RFBR project 19-33-60008 “Perspectiva” F(Dun.I.dPi.)n.gI:nInthtehpeapratrotfomf aetxhpeemriamtiecnatlamlsotduedllyintghethweowrkorikssisuspuppoproterdtebdybtyhteh ReFRBFRBRprporjoejcetc1t91-93-33-76-060000814““PPeersrpspeecctitvivaa”” (L.V.E.). S.I.U. appreciates support by the Ministry of Science and Higher Education of the Russian Federation “Perspectiva” (L.V.E.). S.I.U. appreciates support by the Ministry of Science and Higher Education of the Russian FCeodnefrlaictitosnof(PIrnotjeercetsAt:ATAheAa-Aut1h7o-r1s17d0e4c1la7r1e0n08o8c-o0n).flict of interest. Funding Information: In the part of experimental study the work is supported by the RFBR project 19-33-60008 "Perspectiva" (D.I.P.). In the part of mathematical modelling the work is supported by the RFBR project 19-37-60014 "Perspectiva" (L.V.E.). S.I.U. appreciates support by the Ministry of Science and Higher Education of the Russian Federation (Project AAAA-A17-117041710088-0). Publisher Copyright: © 2020 by the authors. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

PY - 2020/7/2

Y1 - 2020/7/2

N2 - Pre-reforming of propane was studied over an industrial nickel-chromium catalyst under pressures of 1 and 5 bar, at a low steam to carbon molar ratio of 1, in the temperature range of 220-380 ffiC and at flow rates of 4000 and 12,000 h-1. It was shown that propane conversion proceeded more efficiently at low pressure (1 atm) and temperatures above 350 °C. A genetic algorithm was applied to search for kinetic parameters better fitting experimental results in such a wide range of experimental conditions. Power law and Langmuir-Hinshelwood kinetics were considered. It was shown that only Langmuir-Hinshelwood type kinetics correctly described the experimental data and could be used to simulate the process of propane pre-reforming and predict propane conversion under the given reaction conditions. The significance of Langmuir-Hinshelwood kinetics increases under high pressure and temperatures below 350 °C.

AB - Pre-reforming of propane was studied over an industrial nickel-chromium catalyst under pressures of 1 and 5 bar, at a low steam to carbon molar ratio of 1, in the temperature range of 220-380 ffiC and at flow rates of 4000 and 12,000 h-1. It was shown that propane conversion proceeded more efficiently at low pressure (1 atm) and temperatures above 350 °C. A genetic algorithm was applied to search for kinetic parameters better fitting experimental results in such a wide range of experimental conditions. Power law and Langmuir-Hinshelwood kinetics were considered. It was shown that only Langmuir-Hinshelwood type kinetics correctly described the experimental data and could be used to simulate the process of propane pre-reforming and predict propane conversion under the given reaction conditions. The significance of Langmuir-Hinshelwood kinetics increases under high pressure and temperatures below 350 °C.

KW - Genetic algorithm

KW - Kinetics

KW - Liquefied petroleum gas

KW - Nickel catalyst

KW - Pre-reforming

KW - Propane

KW - pre-reforming

KW - CONVERSION

KW - propane

KW - genetic algorithm

KW - nickel catalyst

KW - liquefied petroleum gas

KW - kinetics

UR - http://www.scopus.com/inward/record.url?scp=85089884309&partnerID=8YFLogxK

U2 - 10.3390/en13133393

DO - 10.3390/en13133393

M3 - Article

AN - SCOPUS:85089884309

VL - 13

JO - Energies

JF - Energies

SN - 1996-1073

IS - 13

M1 - 3393

ER -

ID: 25288281