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The Resource Data-driven design of fault diagnosis systems : nonlinear multimode processes, Adel Haghani Abandan Sari, (electronic book)

Data-driven design of fault diagnosis systems : nonlinear multimode processes, Adel Haghani Abandan Sari, (electronic book)

Label
Data-driven design of fault diagnosis systems : nonlinear multimode processes
Title
Data-driven design of fault diagnosis systems
Title remainder
nonlinear multimode processes
Statement of responsibility
Adel Haghani Abandan Sari
Creator
Author
Subject
Language
eng
Summary
In many industrial applications early detection and diagnosis of abnormal behavior of the plant is of great importance. During the last decades, the complexity of process plants has been drastically increased, which imposes great challenges in development of model-based monitoring approaches and it sometimes becomes unrealistic for modern large-scale processes. The main objective of Adel Haghani Abandan Sari is to study effcient fault diagnosis techniques for complex industrial systems using process historical data and considering the nonlinear behavior of the process. To this end, different methods are presented to solve the fault diagnosis problem based on the overall behavior of the process and its dynamics. Moreover, a novel technique is proposed for fault isolation and determination of the root-cause of the faults in the system, based on the fault impacts on the process measurements. Contents Process monitoring Fault diagnosis and fault-tolerant control Data-driven approaches and decision making Target Groups Graduate students and scientists of automatic control and process engineering Engineers in field of process control and monitoring, mechatronic About the Author Adel Haghani Abandan Sari is research assistant with Institute of Automation, university of Rostock. His research interests include data-driven process monitoring and fault-tolerant control with focus on large-scale industrial processes
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Haghani Abandan Sari, Adel
Dewey number
620/.00452
Illustrations
illustrations
Index
no index present
LC call number
TA169.6
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Fault location (Engineering)
  • Fault tolerance (Engineering)
Label
Data-driven design of fault diagnosis systems : nonlinear multimode processes, Adel Haghani Abandan Sari, (electronic book)
Instantiates
Publication
Note
"PhD Thesis, University of Duisburg-Essen, 2013."
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Color
multicolored
Contents
Introduction -- An overview of fault diagnosis techniques -- Fault detection in multimode nonlinear systems -- Fault detection in multimode nonlinear dynamic systems -- Fault diagnosis in multimode nonlinear processes -- Bayesian approach for fault treatment -- Application and benchmark study -- Summary
Control code
SPR878955658
Dimensions
unknown
Extent
1 online resource (xix, 136 pages)
File format
unknown
Form of item
online
Isbn
9783658058067
Level of compression
unknown
Other control number
10.1007/978-3-658-05807-4
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote
Label
Data-driven design of fault diagnosis systems : nonlinear multimode processes, Adel Haghani Abandan Sari, (electronic book)
Publication
Note
"PhD Thesis, University of Duisburg-Essen, 2013."
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Color
multicolored
Contents
Introduction -- An overview of fault diagnosis techniques -- Fault detection in multimode nonlinear systems -- Fault detection in multimode nonlinear dynamic systems -- Fault diagnosis in multimode nonlinear processes -- Bayesian approach for fault treatment -- Application and benchmark study -- Summary
Control code
SPR878955658
Dimensions
unknown
Extent
1 online resource (xix, 136 pages)
File format
unknown
Form of item
online
Isbn
9783658058067
Level of compression
unknown
Other control number
10.1007/978-3-658-05807-4
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote

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