Fault Detection and Diagnosis in Industrial Systems

Fault Detection and Diagnosis in Industrial Systems

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Early and accurate fault detection and diagnosis for modern chemical plants can minimize downtime, increase the safety of plant operations, and reduce manufacturing costs. This book presents the theoretical background and practical techniques for data-driven process monitoring. It demonstrates the application of all the data-driven process monitoring techniques to the Tennessee Eastman plant simulator, and looks at the strengths and weaknesses of each approach in detail. A plant simulator and problems allow readers to apply process monitoring techniques.When a particular fault occurs, some of the residuals respond, while others do not . The pattern of the response set, known as the fault code or fault signature, is characteristic of the fault. To state this mathematically, the outcome of comparing anbsp;...


Title:Fault Detection and Diagnosis in Industrial Systems
Author: L.H. Chiang, E.L. Russell, R.D. Braatz
Publisher:Springer Science & Business Media - 2012-12-06
ISBN-13:

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