Data-Driven Scheduling of Semiconductor Manufacturing Systems

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Synopsis

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. 

Book details

Edition:
1st ed. 2023
Series:
Advanced and Intelligent Manufacturing in China
Author:
Li Li, Qingyun Yu, Kuo-Yi Lin, Yumin Ma, Fei Qiao
ISBN:
9789811975882
Related ISBNs:
9789811975875
Publisher:
Springer Nature Singapore
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2023-05-21
Usage restrictions:
Copyright
Copyright date:
2023
Copyright by:
Chemical Industry Press 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction, Technology