Data-Driven and Model-Based Methods for Fault Detection and Diagnosis
Data-Driven and Model-Based Methods for Fault Detection and Diagnosis
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Data-Driven and Model-Based Methods for Fault Detection and Diagnosis
Mansouri, Harkat, Nounou, Nounou
Elsevier S&T
322 pages
ISBN-13: 9780128191644
February 2020
Data-Driven and Model-Based Methods for Fault Detection and Diagnosis covers techniques that improve the quality of fault detection and enhance monitoring through chemical and environmental processes. The book provides both the theoretical framework and technical solutions. It starts with a review of relevant literature, proceeds with a detailed description of developed methodologies, and then discusses the results of developed methodologies, and ends with major conclusions reached from the analysis of simulation and experimental studies.