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Data-Driven Scheduling of Semiconductor Manufacturing Systems

By: (Author) Fei Qiao , (Author) Kuo-Yi Lin , (Author) Li Li , (Author) Qingyun Yu , (Author) Yumin Ma

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Ksh 25,200.00

Format: Hardback or Cased Book

ISBN-10: 9811975876

ISBN-13: 9789811975875

Series: Advanced and Intelligent Manufacturing in China

Publisher: Springer Verlag, Singapore

Imprint: Springer Verlag, Singapore

Country of Manufacture: GB

Country of Publication: GB

Publication Date: May 21st, 2023

Print length: 266 Pages

Product Classification: Production engineering
Electronics engineering
Databases
Artificial intelligence

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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. 

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