Fault Diagnosis Inverse Problems: Solution with Metaheuristics

This book presents a methodology based on inverse problems for use in solutions for fault diagnosis in control systems, combining tools from mathematics, physics, computational and mathematical modeling, optimization and computational intelligence. This methodology, known as fault diagnosis - invers...

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Bibliographic Details
Main Authors: Camps Echevarría, Lídice (Author), Llanes Santiago, Orestes (Author), Campos Velho, Haroldo Fraga de (Author), Silva Neto, Antônio José da (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Studies in Computational Intelligence, 763
Subjects:
Mathematical models.
Mathematics > Data processing.
Mathematical optimization.
Calculus of variations.
Mathematical Modeling and Industrial Mathematics.
Computational Science and Engineering.
Calculus of Variations and Optimization.
Online Access:Full-text access
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Table of Contents:
  • Chapter 01- Model-based Fault Diagnosis and Inverse Problems
  • Chapter 02- Fault Diagnosis Inverse Problems
  • Chapter 03- Metaheuristics for Optimization Problems
  • Chapter 04- Applications of the Fault Diagnosis: Inverse Problem Methodology to Benchmark Problems
  • Chapter 05- Final Remarks
  • Appendix A- Implementation in Matlab of Differential Evolution with Particle Collision (DEwPC)
  • Appendix B- Implementation in Mathlab of Particle Swarm Optimization with Memory (PSO-M)
  • References.

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