Fault Prediction Analysis: Using ANN and Fuzzy Logic

 
9783639248623: Fault Prediction Analysis: Using ANN and Fuzzy Logic

With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction.

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About the Author:

Shafqat Mumtaz Virk works as Assistant Professor in University of Engineering and Technology, Lahore Pakistan. He got his graduate degree from Chalmers University of Technology, Sweden. His research interests include prediction techniques using ANN and Fuzzy logic. He is also interested in Natural Language Processing.

Shafqat Mumtaz Virk works as Assistant Professor in University of Engineering and Technology, Lahore Pakistan. He got his graduate degree from Chalmers University of Technology, Sweden. His research interests include prediction techniques using ANN and Fuzzy logic. He is also interested in Natural Language Processing.

Shafqat Mumtaz Virk works as Assistant Professor in University of Engineering and Technology, Lahore Pakistan. He got his graduate degree from Chalmers University of Technology, Sweden. His research interests include prediction techniques using ANN and Fuzzy logic. He is also interested in Natural Language Processing.

About the Author:

Shafqat Mumtaz Virk works as Assistant Professor in University of Engineering and Technology, Lahore Pakistan. He got his graduate degree from Chalmers University of Technology, Sweden. His research interests include prediction techniques using ANN and Fuzzy logic. He is also interested in Natural Language Processing.

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Book Description Book Condition: New. Publisher/Verlag: VDM Verlag Dr. Müller | Using ANN and Fuzzy Logic | With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction. | Format: Paperback | Language/Sprache: english | 56 pp. Bookseller Inventory # K9783639248623

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Book Description VDM Verlag Aug 2010, 2010. Taschenbuch. Book Condition: Neu. 220x150x3 mm. Neuware - With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction. 56 pp. Englisch. Bookseller Inventory # 9783639248623

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Book Description VDM Verlag Aug 2010, 2010. Taschenbuch. Book Condition: Neu. 220x150x3 mm. Neuware - With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction. 56 pp. Englisch. Bookseller Inventory # 9783639248623

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Shafqat Mumtaz Virk, Ammar Iqbal, Rakesh Tanage
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Book Description VDM Verlag, Germany, 2010. Paperback. Book Condition: New. 220 x 150 mm. Language: English . Brand New Book. With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction. Bookseller Inventory # KNV9783639248623

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Book Description VDM Verlag Aug 2010, 2010. Taschenbuch. Book Condition: Neu. 220x150x3 mm. This item is printed on demand - Print on Demand Neuware - With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction. 56 pp. Englisch. Bookseller Inventory # 9783639248623

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Book Description VDM Verlag. Paperback. Book Condition: New. Paperback. 56 pages. Dimensions: 8.7in. x 5.9in. x 0.1in.With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high- cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The technological development of vehicles has evolved rapidly and everything is almost controlled by electronic systems. In the field of vehicle maintenance there has been considerable work done for fault diagnosis in the last few years. With the advancement in diagnosis system it is possible to provide new kind of fault prediction services. The maintenance services take advantage of symptoms and data related to fault for diagnosis. It is important to explore possibilities beyond protective maintenance system. This master thesis studies vehicle fault prediction possibilities. We have learned about working of heavy vehicle components and their faults. In this master thesis we have investigated different techniques which can be applicable for fault prediction. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Bookseller Inventory # 9783639248623

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