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Mathematical Problems in Engineering
Volume 2015, Article ID 563954, 9 pages
Research Article

A Diagnosis Method for Rotation Machinery Faults Based on Dimensionless Indexes Combined with -Nearest Neighbor Algorithm

1Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Maoming 525000, China
2School of Computer and Electronic Information, Guangdong University of Petrochemical Technology, Maoming 525000, China
3School of Automation, Guangdong University of Technology, Guangzhou 510006, China

Received 30 October 2014; Revised 3 February 2015; Accepted 3 February 2015

Academic Editor: Gang Li

Copyright © 2015 Jianbin Xiong et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [5 citations]

The following is the list of published articles that have cited the current article.

  • Jianbin Xiong, Qinghua Zhang, Guoxi Sun, Xingtong Zhu, Mei Liu, and Zhiliang Li, “An Information Fusion Fault Diagnosis Method Based on Dimensionless Indicators With Static Discounting Factor and KNN,” IEEE Sensors Journal, vol. 16, no. 7, pp. 2060–2069, 2016. View at Publisher · View at Google Scholar
  • Jianbin Xiong, Qinghua Zhang, Zhiping Peng, Guoxi Sun, and Yongda Cai, “Double Sample Data Fusion Method Based on Combination Rules,” IEEE Access, vol. 4, pp. 7487–7499, 2016. View at Publisher · View at Google Scholar
  • Ziwei Wang, Qinghua Zhang, Jianbin Xiong, Ming Xiao, Guoxi Sun, and Jun He, “Fault Diagnosis of a Rolling Bearing Using Wavelet Packet Denoising and Random Forests,” IEEE Sensors Journal, vol. 17, no. 17, pp. 5581–5588, 2017. View at Publisher · View at Google Scholar
  • Jianbin Xiong, Jiafu Wan, Liang Liang, Pinghua Cheng, Qinghua Zhang, and Qiong Liang, “Data fusion method based on mutual dimensionless,” IEEE/ASME Transactions on Mechatronics, 2017. View at Publisher · View at Google Scholar
  • Jianbin Xiong, Qiong Liang, Jiafu Wan, Qinghua Zhang, Xuehua Chen, and Rubao Ma, “The Order Statistics Correlation Coefficient and PPMCC Fuse Non-Dimension in Fault Diagnosis of Rotating Petrochemical Unit,” IEEE Sensors Journal, vol. 18, no. 11, pp. 4704–4714, 2018. View at Publisher · View at Google Scholar