Data-Driven Scheduling of Semiconductor Manufacturing Systems
Buch in deiner Nähe kaufen
Beschreibung
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.
This book aims to provide readers with valuable reference and assistance in the theoretical methods, techniques, and application cases of semiconductor manufacturing systems and their intelligent scheduling.
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.
This book aims to provide readers with valuable reference and assistance in the theoretical methods, techniques, and application cases of semiconductor manufacturing systems and their intelligent scheduling.
Brings together cutting-edge technologies and reflects some of the latest technological achievements at home and abroad Contains the national and provincial level many science and technology awards of many new technologies Solves practical problems for technician and also provides new directions and expands new ideas for research
Autor*in
Li Li
Themen in »Data-Driven Scheduling of Semiconductor Manufacturing Systems«
Semiconductor manufacturing system Data-based dynamic Scheduling methods Data-driven Data pre-processing Correlation analysis Releasing control methods Performance-driven Big-data environment