Event-based Model Predictive Control (Hardcover)
Bing Zhu
Sold by Grand Eagle Retail, Bensenville, IL, U.S.A.
AbeBooks Seller since October 12, 2005
New - Hardcover
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Add to basketSold by Grand Eagle Retail, Bensenville, IL, U.S.A.
AbeBooks Seller since October 12, 2005
Condition: New
Quantity: 1 available
Add to basketHardcover. 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. Written by a team of experts in the field, this book includes information on: A two-stage predictive event-triggered MPC method for disturbed nonlinear continuous systemsAn event-based non-periodic interval sampling MPC method for disturbed discrete nonlinear systemsA composite event-triggered MPC method based on disturbance compensation for constrained discrete systems with slowly varying disturbancesA periodic sampling event-triggered distributed MPC method for the formation control task of multi-agent vehicle systems with nonholonomic constraints This book is a definitive resource on the subject for students, researchers, and practitioners in the field of control engineering. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Seller Inventory # 9781394367788
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.
Written by a team of experts in the field, this book includes information on:
This book is a definitive resource on the subject for students, researchers, and practitioners in the field of control engineering.
BING ZHU is an Associate Professor at the School of Automation Science and Electrical Engineering, Beihang University, China P.R.
ZHIGANG LUO is an Engineer at AVIC XI’AN Flight Automatic Control Research Institute, China P.R.
XIANGYU MENG is an Assistant Professor in the Division of Electrical and Computer Engineering at Louisiana State University, USA.
ZONGYU ZUO is a Professor at the School of Automation Science and Electrical Engineering, Beihang University, China P.R.
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