A Hybrid Approach for Power Plant Fault Diagnostics

This book provides a hybrid approach to fault detection and diagnostics. It presents a detailed analysis related to practical applications of the fault detection and diagnostics framework, and highlights recent findings on power plant nonlinear model identification and fault diagnostics. The effecti...

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Bibliographische Detailangaben
1. Verfasser: Lemma, Tamiru Alemu (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer International Publishing, 2018.
Ausgabe:1st ed. 2018.
Schriftenreihe:Studies in Computational Intelligence, 743
Schlagworte:
Computational intelligence.
Optical data processing.
Power electronics.
Energy systems.
ISBN:9783319718712
ISSN:1860-949X ;
Online-Zugang: Volltext
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Inhaltsangabe:
  • Introduction
  • Literature Review
  • Model Identification using Neuro-Fuzzy Approach
  • Model Uncertainity, Fault Detection and Diagnostics
  • Intelligent Fault Detection and Diagnostics
  • Application Studies, Part-I: Model Identification and Validation
  • Application Studies, Part-II: Fault Detection and Diagnostics
  • Conclusion and Recommendation.

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