Fault detection : classification, techniques, and role in industrial systems / Fausto Pedro García Márquez and Mayorkinos Papaelias, editors.

Format:

Book

Contributor:

García Márquez, Fausto Pedro.

Papaelias, Mayorkinos.

Series:

Mechanical Engineering Theory and Applications

Mechanical engineering theory and applications

Language:

English

Subjects (All):

Fault location (Engineering).

System failures (Engineering)--Prevention.

System failures (Engineering).

Physical Description:

1 online resource (219 p.)

Place of Publication:

Hauppauge, New York : Nova Science Publishers, [2013]

Language Note:

English

Summary:

This book synthesizes the principles of fault detection with a focus on interfaces between the main disciplines of methods/technologies and industrial systems. It is complementary to other sub-disciplines such as maintenance, engineering, safety, risk analysis, etc. This book is intended for engineers, economists, technical consultants, researchers, etc. who are involved in the advancement of fault detection, and for those who incorporate fault detection in their work. The authors of this volume describe their pioneering work in the area and provide material from case studies that successfully

Contents:

""FAULT DETECTION CLASSIFICATION, TECHNIQUES AND ROLE IN INDUSTRIAL SYSTEMS""; ""FAULT DETECTION CLASSIFICATION, TECHNIQUES AND ROLE IN INDUSTRIAL SYSTEMS""; ""Library of Congress Cataloging-in-Publication Data""; ""CONTENTS""; ""PREFACE""; ""Chapter 1 CONDITION MONITORING OF WIND TURBINES: SENSORY SIGNALS AND SIGNAL PROCESSING METHODS""; ""ABSTRACT""; ""ACRONYMS""; ""1. INTRODUCTION""; ""2. WIND TURBINES""; ""3. MAINTENANCE THEORY""; ""4. CONDITION MONITORING OF WIND TURBINES""; ""5. SENSORY SIGNALS AND SIGNAL PROCESSING METHODS""; ""CONCLUSION""; ""REFERENCES""

""Chapter 2 AN INTEGRATED STRATEGY FOR EFFICIENT NON-DESTRUCTIVE EVALUATION OF RAILS""""ABSTRACT""; ""1. INTRODUCTION""; ""2. STATE-OF-THE-ART RAIL INSPECTION TECHNOLOGY""; ""3. RAIL INSPECTION TECHNOLOGY UNDERGOING PILOT TRIALS OR UNDER DEVELOPMENT""; ""4. STATE-OF-THE-ART RAIL INSPECTION STRATEGY""; ""5. AN INTEGRATED APPROACH TO RAIL INSPECTION""; ""CONCLUSION""; ""ACKNOWLEDGMENTS""; ""REFERENCES""; ""Chapter 3 DATA-ENABLED HEALTH MANAGEMENT OF COMPLEX INDUSTRIAL SYSTEMS ""; ""Abstract""; ""1. Introduction""; ""2. Overview of Industrial System Testbeds""; ""3. Data Space Abstraction""

""4. Symbolic Dynamic Analysis of Short-Length Transient Time-SeriesMotifs""""5. Semantic Framework for Multi-sensor Data Interpretation and Fusion""; ""Summary, Conclusions and Future Research""; ""Acknowledgments""; ""References""; ""Chapter 4 EXPERT SYSTEM FOR INDUCTION MOTOR FAULT DETECTION BASED ON VIBRATION ANALYSIS AND SUPPORT VECTOR MACHINES""; ""ABSTRACT""; ""1. INTRODUCTION""; ""2. VIBRATION ANALYSIS AND SUPPORT VECTOR MACHINES IN FAULT DETECTION""; ""3. EXPERT SYSTEM STRUCTURE""; ""4. SYSTEM TESTING AND RESULTS""; ""CONCLUSION""; ""REFERENCES""

""Chapter 5 FAILURE DETECTION AND ACCOMMODATION APPROACHES FOR THE AIRSPEED SENSOR ON A SMALL UAV""""ABSTRACT""; ""1. INTRODUCTION""; ""2. WVU-YF22 SMALL UAV TEST-BED AND FLIGHT DATA""; ""3. ARCHITECTURE OF FAILURE DETECTION, IDENTIFICATION, AND ACCOMMODATION (SFDIA) FOR AIRSPEED SENSOR""; ""4. ANALYTICAL REDUNDANCY METHODS FOR AIRSPEED ESTIMATION""; ""5. NONLINEAR KALMAN FILTERING METHOD FOR AIRSPEED ESTIMATION""; ""6. MULTI-LAYER PERCEPTRON (MLP) ARTIFICIAL NEURAL NETWORK (ANN)""; ""7. EXTENDED MINIMAL RESOURCE ALLOCATING NETWORK (EMRAN)""; ""8. PARAMETER ESTIMATION""

""9. ANN TRAINING AND VALIDATION PROCEDURE""""10. MODELING OF AIRSPEED SENSOR FAULTS AND FAILURE DETECTION METHODS""; ""11. RESULTS""; ""CONCLUSION""; ""ACKNOWLEDGMENTS""; ""REFERENCES""; ""Chapter 6 H1 FAULT DETECTION AND DIAGNOSIS OF A CLASS OF DESCRIPTOR SYSTEMS UNDER FEEDBACK CONTROL""; ""Abstract""; ""1. Introduction""; ""2. Problem Statement""; ""3. Design Procedure""; ""4. A Numerical Example""; ""Conclusion""; ""References""; ""Chapter 7 INTELLIGENT DATA COMPRESSION, DIAGNOSTICS AND PROGNOSTICS USING AN EVOLUTIONARY BASED CLUSTERING ALGORITHM FOR INDUSTRIAL MACHINES""; ""ABSTRACT""

""INTRODUCTION""

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on online resource; title from PDF title page (ebrary, viewed December 11, 2013).

ISBN:

1-62948-031-2

OCLC:

863157892