04186nam 22007815 450 991072628910332120230520084617.09789811975882(electronic bk.)978981197587510.1007/978-981-19-7588-2(MiAaPQ)EBC30547225(Au-PeEL)EBL30547225(OCoLC)1380356812(DE-He213)978-981-19-7588-2(BIP)085784169(PPN)270617124(CKB)26736420200041(EXLCZ)992673642020004120230520d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierData-Driven Scheduling of Semiconductor Manufacturing Systems /by Li Li, Qingyun Yu, Kuo-Yi Lin, Yumin Ma, Fei Qiao1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (276 pages)Advanced and Intelligent Manufacturing in China,2731-5991Print version: Li, Li Data-Driven Scheduling of Semiconductor Manufacturing Systems Singapore : Springer,c2023 9789811975875 Includes bibliographical references.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.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. .Advanced and Intelligent Manufacturing in China,2731-5991ElectronicsComputational intelligenceIndustrial engineeringProduction engineeringEngineering—Data processingElectronics and Microelectronics, InstrumentationComputational IntelligenceIndustrial and Production EngineeringData EngineeringEngineeringIndustrial EngineeringElectronicsTechnology & EngineeringElectronics.Computational intelligence.Industrial engineering.Production engineering.Engineering—Data processing.Electronics and Microelectronics, Instrumentation.Computational Intelligence.Industrial and Production Engineering.Data Engineering.810Li Li1894-1962,1424773Lin Kuo-YiYu QingyunQiao FeiMa YuminMiAaPQMiAaPQMiAaPQ9910726289103321Data-driven scheduling of semiconductor manufacturing systems3554293UNINA