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Intelligent Systems, Control and Automation: Science and Eng #12: Real Time Fault Monitoring of Industrial Processes

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Intelligent Systems, Control and Automation: Science and Eng #12: Real Time Fault Monitoring of Industrial Processes Cover

 

Synopses & Reviews

Publisher Comments:

This book presents a detailed and up-to-date exposition of fault monitoring methods in industrial processes and structures. The following approaches are explained in considerable detail: Model-based methods (simple tests, analytical redundancy, parameter estimation); knowledge-based methods; artificial neural network methods; and nondestructive testing, etc. Each approach is complemented by specific case studies from various industrial sectors (aerospace, chemical, nuclear, etc.), thus bridging theory and practice. This volume will be a valuable tool in the hands of professional and academic engineers. It can also be recommended as a supplementary postgraduate textbook. For scientists whose work involves automatic process control and supervision, statistical process control, applied statistics, quality control, computer-assisted predictive maintenance and plant monitoring, and structural reliability and safety.

Table of Contents

Preface. List of figures. List of tables. Introduction. 1. Fault Detection and Diagnosis Methods in the Absence of Process Models. 2. Analytical Redundancy Methods. 3. Parameter Estimation Methods for Fault Monitoring. 4. Automatic Expert Process Fault Diagnosis and Supervision. 5. Fault Diagnosis Using Artificial Neural Networks (ANNs). 6. In-Time Failure Prognosis and Fatigue Life Prediction of Structures. Author Index. Subject Index.

Product Details

ISBN:
9789048143740
Author:
Pouliezos, A. D.
Publisher:
Springer
Author:
Stavrakakis, George S.
Location:
Dordrecht
Subject:
Engineering - Mechanical
Subject:
Mechanical engineering
Subject:
Quality Control, Reliability, Safety and Risk
Subject:
Electrical engineering
Subject:
Mechanics
Subject:
Mechanical Engineering-General
Subject:
Mechan
Subject:
ical Engineering
Subject:
Engineering
Subject:
Language, literature and biography
Subject:
System safety.
Subject:
Computer Engineering
Copyright:
Edition Description:
Softcover reprint of hardcover 1st ed. 1994
Series:
Intelligent Systems, Control and Automation: Science and Engineering
Series Volume:
12
Publication Date:
20101203
Binding:
TRADE PAPER
Language:
English
Pages:
575
Dimensions:
240 x 160 mm 865 gr

Related Subjects

Engineering » Industrial and Control Engineering » General
Engineering » Mechanical Engineering » General
Reference » Science Reference » Technology
Science and Mathematics » Electricity » General Electronics
Science and Mathematics » Physics » Classical Mechanics

Intelligent Systems, Control and Automation: Science and Eng #12: Real Time Fault Monitoring of Industrial Processes New Trade Paper
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