Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods
This paper investigates the problems of increasing the efficiency of technological installations of oil refineries, which produce high-octane and environmentally friendly motor fuels. We used methods of mathematical modeling and fuzzy mathematics to maximize the volume of gasoline produced and impro...
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2021-01-01
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doaj-0c4c7b7be9454a0fb1a181b7dae927f92021-07-15T06:53:01ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012880102010.1051/e3sconf/202128801020e3sconf_suse2021_01020Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methodsOrazbayev Batyr0Zhumadillayeva Ainur1Kodanova Shynar2Iskakova Sandugash3Orazbayeva Kulman4Department of Systems Analysis and Control, L.N.Gumilyov Eurasian National UniversityDepartment of Systems Analysis and Control, L.N.Gumilyov Eurasian National UniversityFaculty of Information Technology, Atyrau Oil and Gas UniversityFaculty of Information Technology, Atyrau Oil and Gas UniversityDepartment of Management, Kazakh University of Economics, Finance and International TradeThis paper investigates the problems of increasing the efficiency of technological installations of oil refineries, which produce high-octane and environmentally friendly motor fuels. We used methods of mathematical modeling and fuzzy mathematics to maximize the volume of gasoline produced and improve its quality indicators, taking into account the imposed restrictions. On the basis of a systematic approach, an effective methodology is created for the development of a package of models of interconnected plant units using available information of a different nature, including fuzzy information. The resulting package of models makes it possible to systematically simulate the work of the unit under study and to increase the efficiency of the facility by increasing the volume of manufactured target products and improving its quality indicators. There are presented results of the analysis and expert assessment of the catalytic reforming unit LG-35-11/300-95 and the choice of the optimal type of model for individual units. A scheme is being created for combining the developed models into a single package of models. On the basis of the proposed methodology, hybrid models are being developed that make it possible to determine the volume of produced catalyzate and its quality indicators.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/64/e3sconf_suse2021_01020.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Orazbayev Batyr Zhumadillayeva Ainur Kodanova Shynar Iskakova Sandugash Orazbayeva Kulman |
spellingShingle |
Orazbayev Batyr Zhumadillayeva Ainur Kodanova Shynar Iskakova Sandugash Orazbayeva Kulman Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods E3S Web of Conferences |
author_facet |
Orazbayev Batyr Zhumadillayeva Ainur Kodanova Shynar Iskakova Sandugash Orazbayeva Kulman |
author_sort |
Orazbayev Batyr |
title |
Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods |
title_short |
Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods |
title_full |
Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods |
title_fullStr |
Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods |
title_full_unstemmed |
Improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods |
title_sort |
improving the efficiency of technological units for the production of high-quality motor fuels using fuzzy mathematics methods |
publisher |
EDP Sciences |
series |
E3S Web of Conferences |
issn |
2267-1242 |
publishDate |
2021-01-01 |
description |
This paper investigates the problems of increasing the efficiency of technological installations of oil refineries, which produce high-octane and environmentally friendly motor fuels. We used methods of mathematical modeling and fuzzy mathematics to maximize the volume of gasoline produced and improve its quality indicators, taking into account the imposed restrictions. On the basis of a systematic approach, an effective methodology is created for the development of a package of models of interconnected plant units using available information of a different nature, including fuzzy information. The resulting package of models makes it possible to systematically simulate the work of the unit under study and to increase the efficiency of the facility by increasing the volume of manufactured target products and improving its quality indicators. There are presented results of the analysis and expert assessment of the catalytic reforming unit LG-35-11/300-95 and the choice of the optimal type of model for individual units. A scheme is being created for combining the developed models into a single package of models. On the basis of the proposed methodology, hybrid models are being developed that make it possible to determine the volume of produced catalyzate and its quality indicators. |
url |
https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/64/e3sconf_suse2021_01020.pdf |
work_keys_str_mv |
AT orazbayevbatyr improvingtheefficiencyoftechnologicalunitsfortheproductionofhighqualitymotorfuelsusingfuzzymathematicsmethods AT zhumadillayevaainur improvingtheefficiencyoftechnologicalunitsfortheproductionofhighqualitymotorfuelsusingfuzzymathematicsmethods AT kodanovashynar improvingtheefficiencyoftechnologicalunitsfortheproductionofhighqualitymotorfuelsusingfuzzymathematicsmethods AT iskakovasandugash improvingtheefficiencyoftechnologicalunitsfortheproductionofhighqualitymotorfuelsusingfuzzymathematicsmethods AT orazbayevakulman improvingtheefficiencyoftechnologicalunitsfortheproductionofhighqualitymotorfuelsusingfuzzymathematicsmethods |
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1721301723117518848 |