Model of Wafer Manufacturing Scheduling System Considering Multi-time Factors
Conference: ISCTT 2021 - 6th International Conference on Information Science, Computer Technology and Transportation
11/26/2021 - 11/28/2021 at Xishuangbanna, China
Proceedings: ISCTT 2021
Pages: 4Language: englishTyp: PDF
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Authors:
Zhang, Le (Shenyang University, College of Intelligent System Science and Engineering, Shenyang, Liaoning, China)
Li, Jinhua; Yang, Hong; Song, Fuchen; Tie, Panpan; Zhang, Zhixin (Shenyang University, College of Information Engineering, Shenyang, Liaoning, China)
Abstract:
Intelligent scheduling technology plays a very important role in the production process of manufacturing enterprises. In order to solve the global optimization problem of wafer manufacturing scheduling system, firstly this paper considers the constraint relationship between the equipment of wafer manufacturing system. At the same time, the overall scheduling system is divided into three stages: storage stage, consolidation stage and processing stage. The time cost is analyzed and the mathematical model aiming at minimizing the time cost is established. Secondly, multi-layer coding genetic algorithm is used to solve the model. Finally, the effectiveness of the model is verified by MATLAB simulation and solution based on the data of a wafer processing and manufacturing enterprise.