A comparison of fuzzy clustering algorithms for bearing fault diagnosis

Author:

Li Chuan1,Cerrada Mariela2,Cabrera Diego2,Sanchez René Vinicio2,Pacheco Fannia3,Ulutagay Gözde4,Valente de Oliveira José5

Affiliation:

1. National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, China

2. Universidad Politécnica Salesiana, Cuenca, Ecuador

3. Université de Pau et des Pays de L’Adour, Anglet, France

4. Bahcesehir College of Science and Technology, Izmir, Turkye

5. National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, China, on Sabbatical Leave from CEOT, Universidade do Algarve, Portugal

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference28 articles.

1. Advances in Fuzzy Clustering and its Applications

2. Li C. , Valente de Oliveira J. , Cerrada M. , Pacheco F. , Cabrera D. , Vinicio Sanchez R. and Zurita G. , A systematicreview of fuzzy formalisms for bearing fault diagnosis,, Submitted, 2017.

3. Degradation assessment and fault diagnosis for roller bearing based on armodel and fuzzy cluster analysis;Jiang;Shock and Vibration,2011

4. Bearingfault detection using fuzzy C-means and hybrid C-means-subtractivealgorithms;Lotfan;2015 IEEE International Conference on FuzzySystems (FUZZ-IEEE),2015

5. Rolling bearing fault diagnosis method based on EEMD permutation entropy andfuzzy clustering, in pp;Han;2015 Fifth International Conference on Instrumentation and Measurement, Computer, Communication and Control (IMCCC),2015

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