Data-driven scheduling of semiconductor manufacturing systems / Li Li, Qingyun Yu, Kuo-Yi Lin, Yumin Ma, Fei Qiao.
Li, Li, author.; Yu, Qingyun, author.; Lin, Kuo-Yi, author.; Ma, Yumin, author.; Qiao, Fei, author.
2023
TS157.5
Available Online

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Title
Data-driven scheduling of semiconductor manufacturing systems / Li Li, Qingyun Yu, Kuo-Yi Lin, Yumin Ma, Fei Qiao.
Author
Li, Li, author.
ISBN
9789811975882 (electronic bk.)
9811975884 (electronic bk.)
9789811975875
9811975876
DOI
https://doi.org/10.1007/978-981-19-7588-2
Published
Singapore : Springer ; Beijing : Chemical Industry Press, [2023]
Copyright
©2023
Language
English
Description
1 online resource (xi, 266 pages) : illustrations (some color).
Item Number
10.1007/978-981-19-7588-2 doi
Call Number
TS157.5
Dewey Decimal Classification
658.5/3
Summary
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. .
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 25, 2023).
Added Author
Yu, Qingyun, author.
Lin, Kuo-Yi, author.
Ma, Yumin, author.
Qiao, Fei, author.
Series
Advanced and intelligent manufacturing in China. 2731-5991
Available in Other Form
Print version: 9789811975875
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
Semiconductor Manufacturing System Scheduling
Data-driven Scheduling Framework of Semiconductor Manufacturing System
Data Preprocessing of Semiconductor Manufacturing System
Correlation Analysis of Performance Index of Semiconductor Production Line
Data-driven Feeding Control of Semiconductor Manufacturing System
Dynamic Scheduling of Semiconductor Manufacturing System Driven by Data
Dynamic Scheduling of Performance-Driven Semiconductor Manufacturing System
Development Trend of Semiconductor Manufacturing System Scheduling in Big Data Environment.

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