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Mathematical Problems in Engineering
Volume 2013, Article ID 768018, 12 pages
http://dx.doi.org/10.1155/2013/768018
Research Article

Fault Diagnosis Method of Polymerization Kettle Equipment Based on Rough Sets and BP Neural Network

1College of Information Engineering, Shenyang University of Chemical Technology, Shenyang 110142, China
2School of Electronic and Information Engineering, University of Science & Technology Liaoning, Anshan 114044, China

Received 25 March 2013; Revised 27 June 2013; Accepted 2 July 2013

Academic Editor: Jyh-Horng Chou

Copyright © 2013 Shu-zhi Gao 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 [7 citations]

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

  • Shuai Hou, Fuan Hua, Wu Lv, Zhaodong Wang, Yujia Liu, and Guodong Wang, “Hybrid Modeling of Flotation Height in Air Flotation Oven Based on Selective Bagging Ensemble Method,” Mathematical Problems in Engineering, vol. 2013, pp. 1–9, 2013. View at Publisher · View at Google Scholar
  • Jie-sheng Wang, Shu-xia Li, and Jie Gao, “SOM Neural Network Fault Diagnosis Method of Polymerization Kettle Equipment Optimized by Improved PSO Algorithm,” The Scientific World Journal, vol. 2014, pp. 1–12, 2014. View at Publisher · View at Google Scholar
  • Jie-Sheng Wang, Jiang-Di Song, and Jie Gao, “Rough Set-Probabilistic Neural Networks Fault Diagnosis Method of Polymerization Kettle Equipment Based on Shuffled Frog Leaping Algorithm,” Information, vol. 6, no. 1, pp. 49–68, 2015. View at Publisher · View at Google Scholar
  • Weichao Sun, Wenhai Li, and Wenfeng Li, “Avionic devices fault diagnosis based on fusion method of rough set and D-S theory,” Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, vol. 41, no. 10, pp. 1902–1909, 2015. View at Publisher · View at Google Scholar
  • Wen-hua Cui, Jie-sheng Wang, and Shu-xia Li, “KPCA-ESN Soft-Sensor Model of Polymerization Process Optimized by Biogeography-Based Optimization Algorithm,” Mathematical Problems in Engineering, vol. 2015, pp. 1–10, 2015. View at Publisher · View at Google Scholar
  • Zahedi Ali Reza, and Rafizadeh Mehdi, “Fuzzy Optimization Approach for the Synthesis of Polyesters and Their Nanocomposites in In-Situ Polycondensation Reactors,” Industrial & Engineering Chemistry Research, 2017. View at Publisher · View at Google Scholar
  • Guangzhu Chen, Yuanfang Wu, Lin Fu, and Nan Bai, “Fault diagnosis of full-hydraulic drilling rig based on RS–SVM data fusion method,” Journal of the Brazilian Society of Mechanical Sciences and Engineering, vol. 40, no. 3, 2018. View at Publisher · View at Google Scholar