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Volumn 5, Issue , 2008, Pages 518-521

Bearing fault diagnosis based on feature weighted FCM cluster analysis

Author keywords

Cluster analysis; Fault diagnosis; Feature weighted fuzzy c means; Rolling bearing

Indexed keywords

BEARING FAULT DIAGNOSIS; CLASS-SEPARABILITY CRITERION; FAULT DIAGNOSIS; FEATURE EVALUATION; FEATURE WEIGHTED FUZZY C-MEANS; FUZZY C MEANS CLUSTERING; ROLLING BEARING;

EID: 79551619549     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSSE.2008.289     Document Type: Conference Paper
Times cited : (20)

References (10)
  • 1
    • 37049005782 scopus 로고    scopus 로고
    • Lu Shuang ,Li Meng, "Bearing Fault Diagnosis Based on PCA and SVM,"Proceedings of the 2007 IEEE International Conference on Mechatronics and Automation, 2007, pp. 3503-3507.
  • 2
    • 79951502887 scopus 로고    scopus 로고
    • L.B. Jack, A.K. Nandi, "Comparison of neural networks and support vector machines in condition monitoring applications,"in:Proceeding of COMADEM 2000, Houston, TX, USA, 2000, pp. 721-730.
  • 3
    • 33947246080 scopus 로고    scopus 로고
    • J. Sanz, R. Perera, C. Huerta, "Fault diagnosis of rotating machinery based on auto-associative neural networks and wavelet transforms," Journal of Sound and Vibration , Vol 302, 2007 , pp 981-999.
  • 4
    • 41849141154 scopus 로고    scopus 로고
    • Junsheng Cheng, Dejie Yu ,"Application of frequency family separation method based upon EMD and local Hilbert energy spectrum method to gear fault diagnosis," Mechanism and Machine Theory, Vol 43, 2008, pp. 712-723.
  • 5
    • 36048939640 scopus 로고    scopus 로고
    • Yaguo Lei, Zhengjia He, "New clustering algorithm-based fault diagnosis using compensation distance evaluation technique," Mechanical Systems and Signal Processing, Vol 22, 2008, pp. 419-435.
  • 6
    • 38349173603 scopus 로고    scopus 로고
    • Yaguo Lei , Zhengjia He, "Fault diagnosis of rotating machinery based on a new hybrid clustering algorithm," The International Journal of Advanced Manufacturing Technology, Vol 35, 2006, pp. 968-977.
  • 7
    • 2942534051 scopus 로고    scopus 로고
    • Xizhao Wang , Yadong Wang, "Improving fuzzy c-means clustering based on feature-weight learning," Pattern Recognition Letters , Vol 25 ,2004, pp. 1123-1132.
  • 8
    • 34548035641 scopus 로고    scopus 로고
    • S. Abbasiona, A. Rafsanjania, "Rolling element bearings multifault classification based on the wavelet denoising and support vector machine," Mechanical Systems and Signal Processing, Vol 21 , 2007, pp. 2933-2945.
  • 9
    • 33750503791 scopus 로고    scopus 로고
    • Qiao Hua, Zhengjia He, "Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble," Mechanical Systems and Signal Processing, Vol 21 , 2007, pp. 688-705.
  • 10
    • 28444481740 scopus 로고    scopus 로고
    • Jia-Fan Zhang, Zhi-Chu Huang, "Kernel Fisher discriminant analysis for bearing fault diagnosis," in: Proceedings of IEEE International Conference on Machine Learning and Cybernetics, 2005, pp. 3216-3220.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.