Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic
The work is devoted to modeling the temperature control system for the process of bacterial oxidation of refractory gold-bearing sulfide ores. The simulation was performed using the Fuzzy Logic Toolbox editor in the MATLAB software package. The substantiation of the set of input and output variables...
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| Format: | Article |
| Language: | English |
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Belarusian National Technical University
2023-10-01
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| Series: | Системный анализ и прикладная информатика |
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| Online Access: | https://sapi.bntu.by/jour/article/view/618 |
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| _version_ | 1832557389215170560 |
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| author | O. A. Jumaev I. L. Kovaleva G. B. Mahmudov |
| author_facet | O. A. Jumaev I. L. Kovaleva G. B. Mahmudov |
| author_sort | O. A. Jumaev |
| collection | DOAJ |
| description | The work is devoted to modeling the temperature control system for the process of bacterial oxidation of refractory gold-bearing sulfide ores. The simulation was performed using the Fuzzy Logic Toolbox editor in the MATLAB software package. The substantiation of the set of input and output variables, the type of membership functions was carried out, the base of rules for the inference engine was formed. The main stages of modeling are described and the results are analyzed. The use of trapezoidal membership functions is substantiated. |
| format | Article |
| id | doaj-art-8d2e3960b7a048e6b4d5787d9788b7dc |
| institution | Kabale University |
| issn | 2309-4923 2414-0481 |
| language | English |
| publishDate | 2023-10-01 |
| publisher | Belarusian National Technical University |
| record_format | Article |
| series | Системный анализ и прикладная информатика |
| spelling | doaj-art-8d2e3960b7a048e6b4d5787d9788b7dc2025-02-03T05:16:54ZengBelarusian National Technical UniversityСистемный анализ и прикладная информатика2309-49232414-04812023-10-0102424710.21122/2309-4923-2023-2-42-47459Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logicO. A. Jumaev0I. L. Kovaleva1G. B. Mahmudov2Navoi State Mining and Technological UniversityBelarusian National Technical UniversityNavoi State Mining and Technological UniversityThe work is devoted to modeling the temperature control system for the process of bacterial oxidation of refractory gold-bearing sulfide ores. The simulation was performed using the Fuzzy Logic Toolbox editor in the MATLAB software package. The substantiation of the set of input and output variables, the type of membership functions was carried out, the base of rules for the inference engine was formed. The main stages of modeling are described and the results are analyzed. The use of trapezoidal membership functions is substantiated.https://sapi.bntu.by/jour/article/view/618control systemfuzzy controllerfuzzy controlbioreactormembership functionslinguistic variabledefuzzificationfuzzification |
| spellingShingle | O. A. Jumaev I. L. Kovaleva G. B. Mahmudov Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic Системный анализ и прикладная информатика control system fuzzy controller fuzzy control bioreactor membership functions linguistic variable defuzzification fuzzification |
| title | Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic |
| title_full | Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic |
| title_fullStr | Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic |
| title_full_unstemmed | Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic |
| title_short | Control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic |
| title_sort | control of the temperature regime of the process of bacterial oxidation on the basis of fuzzy logic |
| topic | control system fuzzy controller fuzzy control bioreactor membership functions linguistic variable defuzzification fuzzification |
| url | https://sapi.bntu.by/jour/article/view/618 |
| work_keys_str_mv | AT oajumaev controlofthetemperatureregimeoftheprocessofbacterialoxidationonthebasisoffuzzylogic AT ilkovaleva controlofthetemperatureregimeoftheprocessofbacterialoxidationonthebasisoffuzzylogic AT gbmahmudov controlofthetemperatureregimeoftheprocessofbacterialoxidationonthebasisoffuzzylogic |