Data-Driven Design of Fault Diagnosis Systems: Nonlinear Multimode Processes - Softcover

Haghani Abandan Sari, Adel

Softcover

ISBN 10: 3658058064 ISBN 13: 9783658058067

Verlag: Springer Vieweg, 2014

Inhaltsangabe

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 efficient 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.

Über diesen Titel

Über die Autorin bzw. den Autor

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.

Von der hinteren Coverseite

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 e?cient fault diagnosis techniques for complex industrial systems using process historical data and considering the nonlinear behavior of the process. To this end, di?erent 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.

Details zur Ausgabe

• Verlag: Springer Vieweg
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 3658058064
• ISBN 13: 9783658058067
• Einband: Tapa blanda
• Anzahl der Seiten: 156
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Deutschland