A Hybrid Approach for Power Plant Fault Diagnostics - Tamiru Alemu Lemma

A Hybrid Approach for Power Plant Fault Diagnostics

Buch | Softcover
XII, 283 Seiten
2019 | 1. Softcover reprint of the original 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-89112-5 (ISBN)
160,49 inkl. MwSt
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 e ectiveness of the methods presented is tested using data acquired from actual cogeneration and cooling plants (CCPs). The models presented were developed by applying Neuro-Fuzzy (NF) methods. The book offers a valuable resource for researchers and practicing engineers alike.

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.

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo XII, 283 p. 161 illus., 138 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 451 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Schlagworte Computational Intelligence • fault detection • Neuro-Fuzzy Methods • Plant Fault Diagnostics • Power engineering
ISBN-10 3-319-89112-X / 331989112X
ISBN-13 978-3-319-89112-5 / 9783319891125
Zustand Neuware
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