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Model-based Fault Diagnosis Techniques

Design Schemes, Algorithms, and Tools

Steven X. Ding

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Springer Berlin img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Elektronik, Elektrotechnik, Nachrichtentechnik

Beschreibung

A most critical and important issue surrounding the design of automatic control systems with the successively increasing complexity is guaranteeing a high system performance over a wide operating range and meeting the requirements on system reliability and dependability. As one of the key technologies for the problem solutions, advanced fault detection and identification (FDI) technology is receiving considerable attention.

The objective of this book is to introduce basic model-based FDI schemes, advanced analysis and design algorithms and the needed mathematical and control theory tools at a level for graduate students and researchers as well as for engineers.

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Schlagwörter

quality control, reliability, safety and risk, observer methods, model, algorithm, FDI in control systems, complexity, advanced control theory, process monitoring, Model based fault detection and diagnosis, fault isolation and identification, algorithms, modeling, robustness