by Yang Liu (Author), Zidong Wang (Author), Donghua Zhou (Author)
The
objective of this book is to present the up-to-date research
developments and novel methodologies on state estimation and fault
diagnosis (FD) techniques for a class of complex systems subject to
closed-loop control, nonlinearities, and stochastic phenomena. It covers
state estimation design methodologies and FD unit design methodologies
including framework of optimal filter and FD unit design, robust filter
and FD unit design, stability, and performance analysis for the
considered systems subject to various kinds of complex factors.
Features:
- Reviews latest research results on the state estimation and fault diagnosis issues.
- Presents comprehensive framework constituted for systems under imperfect measurements.
- Includes quantitative performance analyses to solve problems in practical situations.
- Provides simulation examples extracted from practical engineering scenarios.
- Discusses
proper and novel techniques such as the Carleman approximation and
completing the square method is employed to solve the mathematical
problems.
This book aims at Graduate
students, Professionals and Researchers in Control Science and
Application, Stochastic Process, Fault Diagnosis, and Instrumentation
and Measurement.
