Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network.
One of the issues that cause problems for industries today, especially in the field of sales, is the cost of repairing equipment breakdowns and, as a result, out of service. Specific to that organization, therefore, it should be done by the managers and researchers of that group. Conducting the rese...
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University of Qom
2024-03-01
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| Series: | مدیریت مهندسی و رایانش نرم |
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| Online Access: | https://jemsc.qom.ac.ir/article_2791_dee4075cf86b7939d26097a227adce68.pdf |
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| author | Mehrdad Javadi shahram Fatemi Amir Azizi Esmaeil Najafi |
| author_facet | Mehrdad Javadi shahram Fatemi Amir Azizi Esmaeil Najafi |
| author_sort | Mehrdad Javadi |
| collection | DOAJ |
| description | One of the issues that cause problems for industries today, especially in the field of sales, is the cost of repairing equipment breakdowns and, as a result, out of service. Specific to that organization, therefore, it should be done by the managers and researchers of that group. Conducting the research "Designing a dynamic intelligent model of preventive maintenance and repairs using the methodology of artificial nervous system - fuzzy logic and in interaction with the production" of the documents of textile and clothing industries in Borujerd, where the project is implemented and on a sample of 2000 of them, the simulation is Vansim's help and then using the artificial intelligence environment of MATLAB software can be claimed. that if (If); situation "Technology factor in Net" should be good, that is 0.9129; and the situation"employees in the net" is good (the upper limit of the membership function is good), that is, 0.9239; And the status of "working environment factor on the net" is relatively good, that is, exactly 0.8859; And the status of should be completel |
| format | Article |
| id | doaj-art-a50201033bc44e139c2e2467d63ba7e6 |
| institution | Kabale University |
| issn | 2538-6239 2538-2675 |
| language | fas |
| publishDate | 2024-03-01 |
| publisher | University of Qom |
| record_format | Article |
| series | مدیریت مهندسی و رایانش نرم |
| spelling | doaj-art-a50201033bc44e139c2e2467d63ba7e62025-01-30T20:19:06ZfasUniversity of Qomمدیریت مهندسی و رایانش نرم2538-62392538-26752024-03-0192639010.22091/jemsc.2024.9078.11692791Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network.Mehrdad Javadi0shahram Fatemi1Amir Azizi2Esmaeil Najafi3South Tehran Branch, Islamic Azad University, Tehran , IranIslamic Azad University Science and Research BranchScience and Research Branch, Islamic Azad University, Tehran, IranDepartment of Industrial Engineering, Science and Research branch, Islamic Azad University, Tehran, Iran.One of the issues that cause problems for industries today, especially in the field of sales, is the cost of repairing equipment breakdowns and, as a result, out of service. Specific to that organization, therefore, it should be done by the managers and researchers of that group. Conducting the research "Designing a dynamic intelligent model of preventive maintenance and repairs using the methodology of artificial nervous system - fuzzy logic and in interaction with the production" of the documents of textile and clothing industries in Borujerd, where the project is implemented and on a sample of 2000 of them, the simulation is Vansim's help and then using the artificial intelligence environment of MATLAB software can be claimed. that if (If); situation "Technology factor in Net" should be good, that is 0.9129; and the situation"employees in the net" is good (the upper limit of the membership function is good), that is, 0.9239; And the status of "working environment factor on the net" is relatively good, that is, exactly 0.8859; And the status of should be completelhttps://jemsc.qom.ac.ir/article_2791_dee4075cf86b7939d26097a227adce68.pdf: system dynamicssimulationpreventive maintenance and repairsartificial neural networks - fuzzy logic |
| spellingShingle | Mehrdad Javadi shahram Fatemi Amir Azizi Esmaeil Najafi Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network. مدیریت مهندسی و رایانش نرم : system dynamics simulation preventive maintenance and repairs artificial neural networks - fuzzy logic |
| title | Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network. |
| title_full | Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network. |
| title_fullStr | Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network. |
| title_full_unstemmed | Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network. |
| title_short | Designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy-artificial neural network. |
| title_sort | designing an intelligent dynamic model of preventive maintenance and repairs in the textile and clothing industry in interaction with production using fuzzy artificial neural network |
| topic | : system dynamics simulation preventive maintenance and repairs artificial neural networks - fuzzy logic |
| url | https://jemsc.qom.ac.ir/article_2791_dee4075cf86b7939d26097a227adce68.pdf |
| work_keys_str_mv | AT mehrdadjavadi designinganintelligentdynamicmodelofpreventivemaintenanceandrepairsinthetextileandclothingindustryininteractionwithproductionusingfuzzyartificialneuralnetwork AT shahramfatemi designinganintelligentdynamicmodelofpreventivemaintenanceandrepairsinthetextileandclothingindustryininteractionwithproductionusingfuzzyartificialneuralnetwork AT amirazizi designinganintelligentdynamicmodelofpreventivemaintenanceandrepairsinthetextileandclothingindustryininteractionwithproductionusingfuzzyartificialneuralnetwork AT esmaeilnajafi designinganintelligentdynamicmodelofpreventivemaintenanceandrepairsinthetextileandclothingindustryininteractionwithproductionusingfuzzyartificialneuralnetwork |