Data-Driven Scheduling of Semiconductor Manufacturing Systems by Li Li , Qingyun Yu , Kuo-Yi Lin , Yumin Ma , Fei QiaoEnglish | PDF EPUB (True) | 2023 | 276 Pages | ISBN : 9811975876 | 27.4 MB
This book systematically discusses the intelligent scheduling problem of complex semiconductor manufacturing systems from theory to method and then to application. The main contents include data-driven scheduling framework of semiconductor manufacturing system, data preprocessing of semiconductor manufacturing system, correlation analysis of performance index of semiconductor production line, intelligent release control strategy, dynamic dispatching rules simulating pheromone mechanism, and load balancing dynamic scheduling of semiconductor production line, performance index-driven dynamic scheduling method of semiconductor production line, scheduling trend of semi-conductor manufacturing system in big data environment.