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Mathematical Problems in Engineering
Volume 2013 (2013), Article ID 648250, 6 pages
http://dx.doi.org/10.1155/2013/648250
Research Article

A Novel Power System Reliability Predicting Model Based on PCA and RVM

1NARI Technology Development Co., Ltd., Nanjing 210061, China
2College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China

Received 9 January 2013; Accepted 4 February 2013

Academic Editor: Yang Tang

Copyright © 2013 Yuping Zheng 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.

Linked References

  1. Y. M. Liu and J. Liang, “Influence of planned interruption on power supply reliability of distribution system,” North China Electric Power, vol. 2, pp. 52–542, 2011.
  2. Y. T. Song, Y. J. Guo, and L. Cheng, “Statistical anlysis of reliability data for power system units,” Relay, vol. 30, no. 7, pp. 14–16, 2002.
  3. Z. Bie and X. Wang, “The application of Monte Carlo method to reliability evaluation of power systems,” Automation of Electric Power Systems, vol. 21, no. 6, pp. 68–73, 1997. View at Scopus
  4. K. G. Wu and Z. F. Wu, “Reliability evaluation algorithm of electrical power systems using sensitivity analysis,” Proceedings of the CSEE, vol. 23, no. 4, pp. 53–56, 2003.
  5. K. G. Wu, S. Wang, A. B. Zhang, and J. Q. Zhou, “The study on reliability assessment of electrical power systems using RBF neural network,” Proceedings of the CSEE, vol. 20, no. 6, pp. 9–12, 2000.
  6. Y. T. Song, J.-L. Wu, D. Peng, et al., “A BP neural network based method to predict supply reliability of urban power network,” Power System Technology, vol. 10, no. 32, pp. 56–59, 2008.
  7. Q. Gu, A. Luo, J. Wang, and M.-J. Qi, “A practicable algorithm to forecast and evaluate reliability of power supply,” Power System Technology, vol. 12, no. 27, pp. 76–79, 2003.
  8. Y. Liu and C. Singh, “Reliability evaluation of composite power systems using markov cut-set method,” IEEE Transactions on Power Systems, vol. 25, no. 2, pp. 777–785, 2010. View at Publisher · View at Google Scholar · View at Scopus
  9. Z. P. Wang and X. Wang, “Inrush current recognition in power transformer based on modified principal component analysis,” Power System Protection and Control, vol. 39, no. 22, pp. 1–6, 2011.
  10. B. Liu and R. Yang, “Short-term load forecasting model based on LS-SVM with PCA,” Electric Power Automation Equipment, vol. 28, no. 11, pp. 13–17, 2008. View at Scopus
  11. J. C. Li, D. X. Niu, J. Y. Li, and Z. D. Wang, “Evaluation of the power grid development coordination based on the GRA and PCA method,” Power System Protection and Control, vol. 38, no. 18, pp. 49–53, 2010. View at Scopus
  12. M. E. Tipping, “Sparse Bayesian learning and the relevance vector machine,” Journal of Machine Learning Research, vol. 1, no. 3, pp. 211–244, 2001. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet
  13. Z. G. Sun, W.-X. Zhai, W.-L. Li, and Z.-N. Wei, “Short-term load forecasting based on EMD and RVM,” Proceedings of the CSU-EPSA, vol. 23, no. 1, pp. 92–97, 2011.
  14. G. Y. Lü, C. M. Wu, W. M. Sun, X. D. Wang, and X. S. Cai, “Detection and identification of voltage sags based on RVM and ANF,” Power System Protection and Control, vol. 39, no. 12, pp. 65–68, 2011. View at Scopus
  15. E. Tian, D. Yue, and C. Peng, “Quantized output feedback control for networked control systems,” Information Sciences, vol. 178, no. 12, pp. 2734–2749, 2008. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet
  16. E. Tian, D. Yue, and C. Peng, “Reliable control for networked control systems with probabilistic actuator fault and random delays,” Journal of the Franklin Institute, vol. 347, no. 10, pp. 1907–1926, 2010. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet
  17. Y. Tang, W. Zou, J. Q. Lu, and J. Kurth, “Stochastic resonance in an ensemble of bistable systems under stable distribution noises and heterogeneous coupling,” Physical Review E, vol. 85, Article ID 046207, 2012.
  18. Y. Tang, H. J. Gao, W. Zou, and J. Kurths, “Distributed synchronization in networks of agent systems with nonlinearities and random switchings,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 13, no. 1, pp. 358–370, 2013.