Advances in Battery Manufacturing and Operating Status Analysis (Hardcover)
Language: English
Published by John Wiley & Sons Inc, 2026
- Hardcover
- New
Seller: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller
AbeBooks seller since June 22, 2007
Condition: New
£ 225.13
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Add to basketItem description from seller
Hardcover. Advanced filtering and AI algorithms for battery system analysis Advances in Battery Manufacturing and Operating Status Analysis covers zonotopic and particle filtering methods for robust real-time estimation of critical battery parameters, alongside hybrid models combining filters with long short-term memory networks for remaining useful life prediction. Coverage of genetic algorithms and Q-learning addresses intelligent battery grouping and manufacturing capacity forecasting. Technical case studies walk through problem definitions, data preprocessing, model selection, implementation, and interpretation of results. Key topics also include: Genetic algorithm and Q-learning strategies applied to intelligent battery grouping and manufacturing capacity forecasting Technical case studies covering problem definitions, data preprocessing, model selection, implementation, and real-world result interpretation Data-driven strategies for optimizing battery lifecycle stages from manufacturing through operation and sustainable energy storage Researchers and industry professionals in energy storage, power electronics, and electrical engineering R&D will find targeted algorithmic strategies for battery system management. Graduate students studying energy storage and related disciplines gain exposure to filtering and AI methods applied directly to manufacturing and operational analysis challenges. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…
Seller Inventory # 9781394437160
- Title
- Advances in Battery Manufacturing and Operating Status Analysis (Hardcover)
- Author
- Ziyun Wang
- Publisher
- John Wiley & Sons Inc
- Publication year
- 2026
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1394437161
- ISBN 13
- 9781394437160
Advanced filtering and AI algorithms for battery system analysis
Advances in Battery Manufacturing and Operating Status Analysis covers zonotopic and particle filtering methods for robust real-time estimation of critical battery parameters, alongside hybrid models combining filters with long short-term memory networks for remaining useful life prediction. Coverage of genetic algorithms and Q-learning addresses intelligent battery grouping and manufacturing capacity forecasting. Technical case studies walk through problem definitions, data preprocessing, model selection, implementation, and interpretation of results.
Key topics also include:
- Genetic algorithm and Q-learning strategies applied to intelligent battery grouping and manufacturing capacity forecasting
- Technical case studies covering problem definitions, data preprocessing, model selection, implementation, and real-world result interpretation
- Data-driven strategies for optimizing battery lifecycle stages from manufacturing through operation and sustainable energy storage
Researchers and industry professionals in energy storage, power electronics, and electrical engineering R&D will find targeted algorithmic strategies for battery system management. Graduate students studying energy storage and related disciplines gain exposure to filtering and AI methods applied directly to manufacturing and operational analysis challenges.
"Synopsis" may belong to another edition of this title.
About the Author
Ziyun Wang is a Professor and Doctoral Supervisor at Jiangnan University’s School of Automation and Intelligent Science and Deputy Director of the Engineering Center for the Application of Internet of Things (IoT). His research is focused on advanced manufacturing, battery operation analysis, and filter design.
Yan Wang is a Professor and Doctoral Supervisor at Jiangnan University’s School of Automation and Intelligent Science and Yangtze River Distinguished Professor of the Ministry of Education. Her research spans artificial intelligence, advanced control and system optimization, and industrial internet technology.
Zhicheng Ji is a Professor and Doctoral Supervisor at Jiangnan University’s School of Automation and Intelligent Science, and Director of Jiangsu Engineering Research Center for Intelligent Optimization Manufacturing of Industrial Internet, and former Vice Chancellor of Jiangnan University. His research is focused on energy system design, state estimation, and fault diagnosis.
"About the title" may belong to another edition of this title.
AussieBookSeller
Truganina, VIC, Australia
AbeBooks seller since June 22, 2007
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