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.

نویسندگان

1 South Tehran Branch, Islamic Azad University, Tehran , Iran

2 Islamic Azad University Science and Research Branch

3 Department of Industrial Engineering, Science and Research branch, Islamic Azad University, Tehran, Iran.

4 Science and Research Branch, Islamic Azad University, Tehran, Iran

doi
10.22091/jemsc.2024.9078.1169
چکیده

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