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Intelligent Garbage Classification System Based on Open MV Read chapter Read first chapter

2021 | OriginalPaper | Chapter

The Intelligent Fault Diagnosis Method Based on Fuzzy Neural Network

Authors : Kun Han, Tongfei Shang, Jingwei Yang, Yuan Yu

Published in: Big Data Analytics for Cyber-Physical System in Smart City

Publisher: Springer Singapore

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Abstract

The intelligent diagnosis technology of engines is developing towards automation and intelligence. This trend not only puts forward higher requirements for the safety and reliability of engines, but also promotes the progress of online engine operating condition monitoring and fault diagnosis and prediction technology. The paper makes full use of the respective advantages of fuzzy system and neural network, which can better intelligently diagnose engine faults. Finally, simulation analysis proves the effectiveness of the proposed method.

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Literature
1.
Yu, Z., Tian, Y., Xi, B.: Dempster-Shafer evidence theory of information fusion based on info-evolutionary value for e-business with continuous improvement. In: IEEE International Conference on e-Business Engineering, ICEBE 2005, 18–21 October 2005, pp. 586–589 (2005)
2.
Xu, J., Zeng, Y., Hu, Y.: Positioning information fusion methods. In: Proceedings of the 2003 IEEE Intelligent Transportation Systems, 12–15 October 2003, vol. 2, pp. 1240–1245 (2003)
3.
4.
Takagi, H., Hayashi, I.: NN-driven fuzzy reasoning. Int. J. Approximate Reasoning 5(3), 191–212 (1991)CrossRef
5.
Takagi, T., Sugeno, M.: Derivation of fuzzy control rules from human operator’s control actions. In: Proceedings of the IFAC Symposium on Fuzzy Information, Knowledge Representation and Decision Analysis, pp. 55–60, July 2016
6.
Liu, C., Kong, L., Zhong, W.: Multi-information fusion based tumor cell of bone marrow involvement. In: Proceedings of the International Workshop on Medical Imaging and Augmented Reality, 10–12 June 2001, pp. 211–215 (2001)
7.
Advantech Co., Ltd.: PCM-3718H/3718HGPC/104 12-bit DAS Module with Programmable Gain. User’s manual, 014:2–5
8.
Javadpour, R., Knapp, G.M.: A fuzzy neural network approach to machine condition monitoring. Comput. Ind. Eng. 45(2), 323–330 (2003)CrossRef
9.
Yeo, S.M., Kim, C.H., Hong, K.S., et al.: A novel algorithm for fault classification in transmission lines using a combined adaptive network and fuzzy inference system. Int. J. Electr. Power Energy Syst. 25(9), 747–758 (2003)CrossRef
10.
Kaya, M., Alhajj, R.: Genetic algorithm based framework for mining fuzzy association rules. Fuzzy Appl. Ind. Eng. 201, 587–601 (2006)MATH
Metadata
Title
The Intelligent Fault Diagnosis Method Based on Fuzzy Neural Network
Authors
Kun Han
Tongfei Shang
Jingwei Yang
Yuan Yu
Copyright Year
2021
Publisher
Springer Singapore
Book
Big Data Analytics for Cyber-Physical System in Smart City

Print ISBN: 978-981-334-573-7

Electronic ISBN: 978-981-334-572-0

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-33-4572-0_83

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