التفاصيل البيبلوغرافية
| العنوان: |
A multi-objective joint optimisation method for simultaneous part family formation and configuration design in delayed reconfigurable manufacturing system (D-RMS) |
| المؤلفون: |
Sihan Huang, Jiaxin Tan, Yuqian Lu, Shokraneh K. Moghaddam, Guoxin Wang, Yan Yan |
| المصدر: |
Taylor & Francis Journals, International Journal of Production Research. 62(1-2):92-109 |
| سنة النشر: |
2024 |
| الوصف: |
In the era of Industry 4.0, the demand fluctuation has become fiercer due to the characteristics of diversification, customisation, and uncertainty. Reconfigurability of manufacturing systems has been proven to be a useful and necessary feature when it comes to handling demand uncertainty. This feature can be achieved through the implementation of reconfigurable manufacturing system (RMS) and delayed reconfigurable manufacturing system (D-RMS). D-RMS is a subclass of RMS that focuses primarily on improving the convertibility of the manufacturing system. The two main phases involved in implementing D-RMS are part family formation and configuration design. Therefore, we proposed a multi-objective joint optimisation method of part family formation and configuration design according to the philosophy of D-RMS. Firstly, we develop a multi-objective joint optimisation model that takes into account investment cost, reconfiguration cost, similarity coefficient, and delayed reconfiguration to optimise the part family and configuration of D-RMS simultaneously. Three types of machine tools namely dedicated machine tools, flexible machine tools, and reconfigurable machine tools are considered in the optimisation model. Secondly, the non-dominated sorting genetic algorithm-III (NSGA-III) is adopted to solve the proposed multi-objective integer programming problem. Finally, numerical experiments are presented to demonstrate the effectiveness of the proposed multi-objective joint optimisation method. |
| نوع الوثيقة: |
redif-article |
| اللغة: |
English |
| DOI: |
10.1080/00207543.2023.222 |
| الإتاحة: |
https://ideas.repec.org/a/taf/tprsxx/v62y2024i1-2p92-109.html |
| رقم الأكسشن: |
edsrep.a.taf.tprsxx.v62y2024i1.2p92.109 |
| قاعدة البيانات: |
RePEc |
