Yanan Wang, Yangquan Chen

Gebundenes Buch

Fractional Order Intelligent Modeling for Lithium-Ion Batteries

Theory and Practice

Beschreibung

This book focuses on fractional order (non-integer order) modeling (FOM) techniques coupled with deep neural network-based intelligent modeling methods for lithium-ion batteries (LIBs) and battery management systems (BMS) in general. It provides the first one-stop resource on FOM for LIBs with case studies using real operational data sets.

Autor

YaNan Wang is currently an assistant professor and a member of Low-carbon Powertrain Systems Research Lab at Beijing University of Technology, China. Her research focuses on AI-driven battery intelligent management and safety evaluation for power batteries, addressing critical issues such as fast degradation and fault diagnosis. YangQuan Chen is a professor at the University of California Merced, US. His research interests include mechatronics for sustainability, digital twins, small multi-UAV, applied fractional calculus. His recent publication with CRC Press includes Fractional Calculus for Skeptics I: The Fractal Paradigm.

Produktdetails

• Verlag: CRC Press
• Seitenzahl: 135
• Erscheinungstermin: 4. November 2025
• Englisch
• ISBN-13: 9781041132691
• ISBN-10: 1041132697
• Artikelnr.: 74362998