<p>Guaranteeing a high system performance over a wide operating range is an important issue surrounding the design of automatic control systems with successively increasing complexity. As a key technology in the search for a solution, advanced fault detection and identification (FDI) is receiv...

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Bibliographische Detailangaben

1. Verfasser:	Ding, Steven X. (VerfasserIn)
Format:	Buch
Sprache:	English
Veröffentlicht:	London Springer 2013
Ausgabe:	Second edition
Schriftenreihe:	Advances in industrial control
Schlagworte:	Ingenieurwissenschaften Engineering Chemical engineering System safety Production of electric energy or power Fehlererkennung Kontrolltheorie Mathematisches Modell Technisches System
Zusammenfassung:	<p>Guaranteeing a high system performance over a wide operating range is an important issue surrounding the design of automatic control systems with successively increasing complexity. As a key technology in the search for a solution, advanced fault detection and identification (FDI) is receiving considerable attention. This book introduces basic model-based FDI schemes, advanced analysis and design algorithms, and mathematical and control-theoretic tools.
Beschreibung:	Basic Ideas, Major Issues, and Tools in the Observer-Based FDI Framework -- Modelling of Technical Systems -- Structural Fault Detectability, Isolability and Identifiability -- Basic Residual Generation Methods -- Perfect Unknown Input Decoupling -- Residual Generation with Enhanced Robustness against Unknown Inputs -- Residual Generation with Enhanced Robustness against Model Uncertainties -- Norm-Based Residual Evaluation and Threshold Computation -- Statistical-Methods-Based Residual Evaluation and Threshold Setting -- Integration of Norm-Based and Statistical Methods -- Integrated Design of Fault Detection Systems -- Fault Isolation Schemes
Beschreibung:	XX, 501 pages illustrations
ISBN:	9781447161110