Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion
A catalytic - DBD plasma reactor was designed and developed for co-generation of synthesis gas and C2+ hydrocarbons from methane. A hybrid Artificial Neural Network - Genetic Algorithm (ANN-GA) was developed to model, simulate and optimize the reactor. Effects of CH4/CO2 feed ratio, total feed flow...
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| Format: | Article |
| Language: | English |
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Masyarakat Katalis Indonesia - Indonesian Catalyst Society (MKICS)
2007-10-01
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| Series: | Bulletin of Chemical Reaction Engineering & Catalysis |
| Subjects: | |
| Online Access: | https://journal.bcrec.id/index.php/bcrec/article/view/19717 |
| _version_ | 1797677683987972096 |
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| author | Istadi Istadi N. A. S. Amin |
| author_facet | Istadi Istadi N. A. S. Amin |
| author_sort | Istadi Istadi |
| collection | DOAJ |
| description | A catalytic - DBD plasma reactor was designed and developed for co-generation of synthesis gas and C2+ hydrocarbons from methane. A hybrid Artificial Neural Network - Genetic Algorithm (ANN-GA) was developed to model, simulate and optimize the reactor. Effects of CH4/CO2 feed ratio, total feed flow rate, discharge voltage and reactor wall temperature on the performance of catalytic DBD plasma reactor was explored. The Pareto optimal solutions and corresponding optimal operating parameters ranges based on multi-objectives can be suggested for catalytic DBD plasma reactor owing to two cases, i.e. simultaneous maximization of CH4 conversion and C2+ selectivity, and H2 selectivity and H2/CO ratio. It can be concluded that the hybrid catalytic DBD plasma reactor is potential for co-generation of synthesis gas and higher hydrocarbons from methane and carbon dioxide and showed better than the conventional fixed bed reactor with respect to CH4 conversion, C2+ yield and H2 selectivity for CO2 OCM process. © 2007 by Authors, Published by BCREC Group. This is an open access article under the CC BY-SA License (https://creativecommons.org/licenses/by-sa/4.0) |
| first_indexed | 2024-03-11T22:48:50Z |
| format | Article |
| id | doaj.art-81b1fd9e44f94a41a811052d01ee56e2 |
| institution | Directory Open Access Journal |
| issn | 1978-2993 |
| language | English |
| last_indexed | 2024-03-11T22:48:50Z |
| publishDate | 2007-10-01 |
| publisher | Masyarakat Katalis Indonesia - Indonesian Catalyst Society (MKICS) |
| record_format | Article |
| series | Bulletin of Chemical Reaction Engineering & Catalysis |
| spelling | doaj.art-81b1fd9e44f94a41a811052d01ee56e22023-09-22T04:12:09ZengMasyarakat Katalis Indonesia - Indonesian Catalyst Society (MKICS)Bulletin of Chemical Reaction Engineering & Catalysis1978-29932007-10-0122-3374410.9767/bcrec.2.2-3.8.37-448312Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide ConversionIstadi Istadi0N. A. S. Amin1Department of Chemical Engineering, Diponegoro University, Jl. Prof. Sudarto, Kampus Undip Tembalang, Semarang, IndonesiaFaculty of Chemical & Natural Resources Engineering, Universiti Teknologi Malaysia, Johor Bahru, MalaysiaA catalytic - DBD plasma reactor was designed and developed for co-generation of synthesis gas and C2+ hydrocarbons from methane. A hybrid Artificial Neural Network - Genetic Algorithm (ANN-GA) was developed to model, simulate and optimize the reactor. Effects of CH4/CO2 feed ratio, total feed flow rate, discharge voltage and reactor wall temperature on the performance of catalytic DBD plasma reactor was explored. The Pareto optimal solutions and corresponding optimal operating parameters ranges based on multi-objectives can be suggested for catalytic DBD plasma reactor owing to two cases, i.e. simultaneous maximization of CH4 conversion and C2+ selectivity, and H2 selectivity and H2/CO ratio. It can be concluded that the hybrid catalytic DBD plasma reactor is potential for co-generation of synthesis gas and higher hydrocarbons from methane and carbon dioxide and showed better than the conventional fixed bed reactor with respect to CH4 conversion, C2+ yield and H2 selectivity for CO2 OCM process. © 2007 by Authors, Published by BCREC Group. This is an open access article under the CC BY-SA License (https://creativecommons.org/licenses/by-sa/4.0)https://journal.bcrec.id/index.php/bcrec/article/view/19717plasma chemical reactorsoptimizationhybrid ann-gadielectric-barrier dischargepareto optimal solution |
| spellingShingle | Istadi Istadi N. A. S. Amin Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion Bulletin of Chemical Reaction Engineering & Catalysis plasma chemical reactors optimization hybrid ann-ga dielectric-barrier discharge pareto optimal solution |
| title | Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion |
| title_full | Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion |
| title_fullStr | Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion |
| title_full_unstemmed | Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion |
| title_short | Catalytic-Dielectric Barrier Discharge Plasma Reactor For Methane and Carbon Dioxide Conversion |
| title_sort | catalytic dielectric barrier discharge plasma reactor for methane and carbon dioxide conversion |
| topic | plasma chemical reactors optimization hybrid ann-ga dielectric-barrier discharge pareto optimal solution |
| url | https://journal.bcrec.id/index.php/bcrec/article/view/19717 |
| work_keys_str_mv | AT istadiistadi catalyticdielectricbarrierdischargeplasmareactorformethaneandcarbondioxideconversion AT nasamin catalyticdielectricbarrierdischargeplasmareactorformethaneandcarbondioxideconversion |