In the name of of Allah the Merciful

State Estimation and Fault Diagnosis under Imperfect Measurements

Yang Liu, Zidong Wang, Donghua Zhou, 1032313854, 978-1032313856, 978-1032313856, B0B7KKQ6Q7

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English | 2023 | PDF | 7 MB | 223 Pages

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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.