Model-Based Fault Diagnosis Techniques
Produktnummer:
188f3c3b62c17e4e0293222f11ae1fbb32
Autor: | Ding, Steven X. |
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Themengebiete: | Fault-tolerant Techniques Fault Detection and Isolation Fault Diagnosis Model-based Methods Process Monitoring quality control, reliability, safety and risk |
Veröffentlichungsdatum: | 28.01.2015 |
EAN: | 9781447161110 |
Auflage: | 2 |
Sprache: | Englisch |
Seitenzahl: | 504 |
Produktart: | Kartoniert / Broschiert |
Verlag: | Springer London |
Untertitel: | Design Schemes, Algorithms and Tools |
Produktinformationen "Model-Based Fault Diagnosis Techniques"
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. This second edition of Model-Based Fault Diagnosis Techniques contains: • new material on fault isolation and identification and alarm management; • extended and revised treatment of systematic threshold determination for systems with both deterministic unknown inputs and stochastic noises; • addition of the continuously-stirred tank heater as a representative process-industrial benchmark; and • enhanced discussion of residual evaluation which now deals with stochastic processes. Model-based Fault Diagnosis Techniques will interest academic researchers working in fault identification and diagnosis and as a text it is suitable for graduate students in a formal university-based course or as a self-study aid for practising engineers working with automatic control or mechatronic systems from backgrounds as diverse as chemical process and power engineering.

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