Event-based Model Predictive Control by Bing Zhu (.ePUB)+
File Size: 14.7 MB
Event-based Model Predictive Control by Bing Zhu, Zhigang Luo, Xiangyu Meng, Zongyu Zuo
Requirements: .ePUB, .PDF reader, 14.7 MB | True PDF, True EPUB
Overview: Comparison between event-based MPC and traditional MPC, highlighting unique advantages and supported with detailed examples for key algorithms. Event-based Model Predictive Control delivers comprehensive knowledge on event-based MPC methods by analyzing the characteristics of event triggering mechanisms and model prediction methods to reduce the burden of optimization problems. The book begins with a comprehensive introduction detailing recent advances related to event-based MPC, then discusses different types of event-based MPC applied to various types of systems. The book provides a quantitative analysis of computation, communication, and energy efficiency gains in various scenarios, highlights new trends such as periodic/aperiodic event triggers and applications in distributed systems, and discusses ongoing challenges and potential research directions. Numerical and key algorithm examples are included throughout to aid in reader comprehension. This book is a definitive resource on the subject for students, researchers, and practitioners in the field of control engineering.
Genre: Non-Fiction > Tech & Devices
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