More books in category: Fault Detection
by: Janos Gertler
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Topics include: multiplicative faults, additive faults, soft zeroes, column canonical, parametric faults, transformed subsystem, noise induced part, triggering limits, plausibility regions, residual generator design, parity relation residuals, structured residuals, disturbance decoupling, residual generators, sliding integral, fault sensitivity, faults and disturbances, homogeneous specifications, fault multiplicity, distance replacement, missed detection rates, actuator faults, primary residuals, discrete transfer function, model based fault detection
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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.
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
". . .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
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