Automatic fault diagnosis system using acoustic data

2013 IEEE 8th International Conference on Industrial and Information Systems, ICIIS 2013 - Conference Proceedings

Volumn , Issue , 2013, Pages 421-426

  Jamal, Arshad ^a   Verma, Nishchal K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

Bag of feature; Fault Diagnosis; SVM

Indexed keywords

EID: 84894499880     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIInfS.2013.6732021     Document Type: Conference Paper

References (14)

1. Z. K. Peng, F. L. Chu, "Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review". Mechanical Systems and Signal Processing, 2008, 18:199-221
2. Houxi Cui, Laibin Zhang, Rongyu Kang, & Xinyang Lan, "Research on fault diagnosis for reciprocating compressor valve using information entropy and SVM method". Journal of Loss Prevention in the Process Industries, 2009, 22: 864-867
3. J. B. Geng, S. H. Huang, J. S. Jin, F. Chen, W. Liu, "A method of rotating machinery fault diagnosis based on the close degree of information entropy". International Journal of Plant Engineering and Management, 2006, 3(11), 137-144
4. Nishchal K Verma, Tarun Maini and Al Salour, "Acoustic Signature Based Intelligent Health Monitoring of Air Compressors with Selected Features", Ninth International Conference on Information Technology-New Generations, 2012, 839-845
5. Jiawei Han, Micheline Kamber, Jian Pei, "Data Mining: Concepts and Techniques", Morgan Kaufmann Publishers, 2006
6. Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg, "Top 10 algorithms in data mining", Knowledge Information System, 2008, 14:1-37
7. Y. K. Wang, M. F. Liao, T. Zhao. "Application of the wavelet transform to fault diagnosis in compressor valves". China Mechanical Engineering, 2003, 14(12), 1046-1048
8. W. Achmad, Y. Bo-Suk, "Application of nonlinear feature extraction and support vector machines for fault diagnosis of induction motors", Expert Systems with Applications, 2007, 33, 241-250
9. A. Engin, "A new optimum feature extraction and classification method for speaker recognition: GWPNN". Expert Systems with Applications, 2007, 32, 485-498
10. Nishchal K. Verma, Sumanik Singh, Jayesh K. Gupta, Rahul K. Sevakula, Sonal Dixit & Al Salour, "Smartphone Application for Fault Recognition", International Conference on Sensing Technology (ICST), 2012
11. Nishchal K. Verma, Kumar Piyush, Rahul K. Sevakula, Sonal Dixit, Al Salour, "Ranking of Sensitive Positions Based on Statistical Parameters and Cross Correlation Analysis", Sixth International Conference on Sensing Technology (ICST), 2012, 815-821
12. L. Fei-Fei, P. Perona, "A Bayesian Hierarchical Model for Learning Natural Scene Categories". Proc. of IEEE Computer Vision and Pattern Recognition. 2005, 524-531
13. H. Su, T. Shi, F. Chen, S. Huang, "New method of fault diagnosis of rotating machinery based on distance of information entropy", Front. Mech. Eng., 2011, 6(2): 249-253
14. T. Shen, S. H. Huang, S. M. Han, S. Z. Yang, "Extracting information entropy features for rotating machinery vibration signals", Chinese Journal of Mechanical Engineering, 2001, 37(6): 94-98