Fault Detection and Diagnosis in Engineering Systems

by Janos Gertler

Overview

Featuring a model-based approach to fault detection and diagnosis in engineering systems, this book contains up-to-date, practical information on preventing product deterioration, performance degradation and major machinery damage.;College or university bookstores may order five or more copies at a special student price. Price is available upon request.

Product Details

ISBN-13:	9780367400439
Publisher:	Taylor & Francis
Publication date:	09/05/2019
Pages:	504
Product dimensions:	6.00(w) x 9.00(h) x (d)

Table of Contents

Introduction to fault detection and diagnosis; discrete linear systems; random variables; parameter estimation fundamentals; analytical redundancy concepts; parity equation implementation of residual generators; design for structured residuals; design for directional residuals; residual generation for parametric faults; robustness in residual generation; statistical testing of residuals; model identification for the diagnosis of additive faults; diagnosing multiplicative faults by parameter estimation.

Editorial Reviews

". . .This book is devoted to the model-based approach, focusing on dynamic consistency (parity) relations and parameter estimation. The work is partly based on the author's own research contributions and provides a unified treatment of the subject, revealing the equivalence of seemingly different approaches (parity relations vs parameter estimation). The book makes a significant contribution to the FDD literature. "
—-The International Journal of Electrical Engineering Education

From the Publisher

...This book is devoted to the model-based approach, focusing on dynamic consistency (parity) relations and parameter estimation. The work is partly based on the author's own research contributions and provides a unified treatment of the subject, revealing the equivalence of seemingly different approaches (parity relations vs parameter estimation). The book makes a significant contribution to the FDD literature.

International Journal of Electrical Engineering Education

Describes a model-based approach to fault detection and diagnosis in engineering systems, with a focus on dynamic consistency (parity) relations and emphasis on parameter estimation. Introductory chapters provide background material on linear systems, probability and statistics, and parameter estimation. Later chapters cover parity equation implementation of residual generators, design for structured and directional residuals, residual generation for parametric faults, robustness in residual generation, statistical testing of residuals, and diagnosis of multiplicative faults by parameter estimation. Can be used as a text in an intermediate course on fault detection and diagnosis for engineering students, and as a reference for engineers. Annotation c. by Book News, Inc., Portland, Or.

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