Data-driven Optimization and Control for Autonomous Energy Systems

Author:   Gang Wang ,  Jian Sun ,  Jie Chen
Publisher:   Springer Verlag, Singapore
ISBN:  

9789819517817


Pages:   156
Publication Date:   20 October 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Data-driven Optimization and Control for Autonomous Energy Systems


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Author:   Gang Wang ,  Jian Sun ,  Jie Chen
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
ISBN:  

9789819517817


ISBN 10:   9819517818
Pages:   156
Publication Date:   20 October 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- State Estimation via Composite Optimization.- State Estimation from Rank One Measurements.- State Estimation and Forecasting via Deep Unrolled Neutral Networks.- Data Graph Prior for State Estimation.- Stochastic Optimization.- Conclusion.

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Author Information

Gang Wang received a B.Eng. degree in automatic control and a Ph.D. degree in control science and engineering from the Beijing Institute of Technology, Beijing, China, and a Ph.D. degree in electrical and computer engineering from the University of Minnesota, Minneapolis, MN, USA. He is currently Professor with the School of Automation, Beijing Institute of Technology. Jian Sun received his B.Sc. degree from the Department of Automation and Electric Engineering, Jilin Institute of Technology, Changchun, China, the M.Sc. degree from the Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences (CAS), Changchun, China, and the Ph.D. degree from the Institute of Automation, CAS, Beijing, China. He is currently Professor with the School of Automation, Beijing Institute of Technology. Jie Chen received his B.Sc., M.Sc., and the Ph.D. degrees in Control Theory and Control Engineering from the Beijing Institute of Technology, Beijing, China. He is currently Professor with the School of Automation, Beijing Institute of Technology and Director of the National Key Laboratory of Autonomous Intelligent Unmanned Systems (KAIUS).

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