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Data-driven and model-based methods for fault detection and diagnosis /

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 o...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mansouri, Majdi (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands ; Cambridge, MA : Elsevier, [2020]
Temas:
Acceso en línea:Texto completo
Descripción
Sumario: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. The book is an indispensable resource for researchers in academia and industry and practitioners working in chemical and environmental engineering to do their work safely.
Descripción Física:1 online resource (xxv, 295 pages.)
Bibliografía:Includes bibliographical references and index.
ISBN:9780128191651
0128191651