Data-Driven Scheduling of Semiconductor Manufacturing Systems
Series: Advanced and Intelligent Manufacturing in China;
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Product details:
- Edition number 2023
- Publisher Springer Nature Singapore
- Date of Publication 21 May 2023
- Number of Volumes 1 pieces, Book
- ISBN 9789811975875
- Binding Hardback
- No. of pages266 pages
- Size 235x155 mm
- Weight 639 g
- Language English
- Illustrations XI, 266 p. 84 illus., 41 illus. in color. Illustrations, black & white 464
Categories
Long description:
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.
MoreTable of Contents:
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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