Table of Contents Author Guidelines Submit a Manuscript
Journal of Electrical and Computer Engineering
Volume 2016 (2016), Article ID 7626847, 11 pages
http://dx.doi.org/10.1155/2016/7626847
Research Article

Accurate Load Modeling Based on Analytic Hierarchy Process

1Key Laboratory of Power System Intelligent Dispatch and Control of Ministry of Education, Shandong University, Jinan 250061, China
2Jinan Power Supply Company of National Grid, Jinan 250100, China

Received 27 October 2015; Revised 16 February 2016; Accepted 18 February 2016

Academic Editor: George S. Tombras

Copyright © 2016 Zhenshu Wang 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. Z. Wang, S. Bian, M. Lei, C. Zhao, Y. Liu, and Z. Zhao, “Feature extraction and classification of load dynamic characteristics based on lifting wavelet packet transform in power system load modeling,” International Journal of Electrical Power and Energy Systems, vol. 62, pp. 353–363, 2014. View at Publisher · View at Google Scholar · View at Scopus
  2. T. Yong, H. Junxian, and L. Wenzhou, “The modeling of distribution network and var compensator and induction motor in the load model for power system digital simulation,” Proceedings of the CSEE, vol. 25, no. 3, pp. 8–12, 2005. View at Google Scholar
  3. W. Hongbin, D. Ming, L. Shenghu et al., “Probabilistic analysis on influences of generator model and load model on transient stability,” Power System Technology, vol. 28, no. 1, pp. 19–21, 2004. View at Google Scholar
  4. P. Ju, F. Wu, Z.-Y. Shao et al., “Composite load models based on field measurements and their applications in dynamic analysis,” IET Generation, Transmission and Distribution, vol. 1, no. 5, pp. 724–730, 2007. View at Publisher · View at Google Scholar · View at Scopus
  5. K. E. Wong and M. E. Haque, “Dynamic load modelling of a paper mill for small signal stability studies,” IET Generation, Transmission and Distribution, vol. 8, no. 1, pp. 131–141, 2014. View at Publisher · View at Google Scholar · View at Scopus
  6. W. W. Price, K. A. Wirgau, A. Murdoch, J. V. Mitsche, E. Vaahedi, and M. El-Kady, “Load modeling for power flow and transient stability computer studies,” IEEE Transactions on Power Systems, vol. 3, no. 1, pp. 180–187, 1998. View at Publisher · View at Google Scholar
  7. Z. Wang, S. Bian, Y. Liu, and Z. Liu, “The load characteristics classification and synthesis of substations in large area power grid,” International Journal of Electrical Power & Energy Systems, vol. 48, no. 1, pp. 71–82, 2013. View at Publisher · View at Google Scholar · View at Scopus
  8. C.-J. Lin, Y.-T. Chen, C.-Y. Chiou et al., “Dynamic load models in power systems using the measurement approach,” IEEE Transactions on Power Systems, vol. 8, no. 1, pp. 309–315, 1993. View at Publisher · View at Google Scholar · View at Scopus
  9. Z. Yan, Z. Wen, C. Xiaodong, and L. Yutian, “Real-time optimal voltage control using measurement-based aggregate load model,” Electric Power Systems Research, vol. 116, pp. 293–300, 2014. View at Publisher · View at Google Scholar
  10. Y. Tang, H. Zhang, J. Hou, and D. Zhang, “Study on essential principle and methods for load modeling,” Power System Technology, vol. 31, no. 4, pp. 1–5, 2007. View at Google Scholar
  11. P. Ju, C. Qin, F. Wu, H. Xie, and Y. Ning, “Load modeling for wide area power system,” International Journal of Electrical Power & Energy Systems, vol. 33, no. 4, pp. 909–917, 2011. View at Publisher · View at Google Scholar · View at Scopus
  12. Y. Tang, H. Zhang, J. Hou, and D. Zhang, “A synthesis load model with distribution network,” Power System Technology, vol. 31, no. 5, pp. 34–38, 2007. View at Google Scholar
  13. Y. Tang, H.-B. Zhang, D.-X. Zhang, and J.-X. Hou, “A synthesis load model with distribution network for power transmission system simulation and its validation,” in Proceedings of the IEEE Power & Energy Society General Meeting (PES '09), pp. 1–7, IEEE, Calgary, Canada, July 2009. View at Publisher · View at Google Scholar
  14. Y. Zhang, R. Chen, Y. Xiao, W. Zhao, X. Li, and G. Zhang, “Measurement-based modeling of traction power supply system,” in Proceedings of the International Conference on Advanced Power System Automation and Protection (APAP '11), pp. 946–950, Beijing, China, October 2011. View at Publisher · View at Google Scholar · View at Scopus
  15. Z.-H. Lu, J.-W. Li, and J. Zhou, “The impact of electrified railway on electric power system,” Relay, vol. 32, no. 11, pp. 33–36, 2004. View at Google Scholar
  16. G.-D. Zhang, X.-R. Li, and P.-Q. Li, “Simulation research on load characteristics of electric locomotive traction motor,” Electric Drive for Locomotives, vol. 1, pp. 21–24, 2009. View at Google Scholar
  17. J. Bai, W. Gu, X. Yuan, Q. Li, B. Chen, and X. Wang, “Power quality warning of high-speed rail based on multi-features similarity,” Journal of Electrical Engineering and Technology, vol. 10, no. 1, pp. 92–101, 2015. View at Publisher · View at Google Scholar
  18. J. Chen, J. Zhu, and Y. Guo, “Modeling and performance analysis of energy regeneration system in electric vehicle with permanent magnet DC motor driving system,” in Proceedings of the International Conference on Electrical Machines and Systems (ICEMS '07), pp. 2051–2056, Seoul, South Korea, October 2007. View at Publisher · View at Google Scholar · View at Scopus
  19. Y.-C. Liang and V. J. Gosbell, “DC machine models for SPICE2 simulation,” IEEE Transactions on Power Electronics, vol. 5, no. 1, pp. 16–20, 1990. View at Publisher · View at Google Scholar · View at Scopus
  20. X. Li, G. Zhang, X. Zhu, Z. Hu, and H. Hu, “A load model of traction power supply system,” Automation of Electric Power Systems, vol. 33, no. 16, pp. 71–95, 2009. View at Google Scholar · View at Scopus
  21. L. Monjo, L. Sainz, and J. Rull, “Statistical study of resonance in AC traction systems equipped with Steinmetz circuit,” Electric Power Systems Research, vol. 103, pp. 223–232, 2013. View at Publisher · View at Google Scholar · View at Scopus
  22. T. L. Saaty, “Decision making with the analytic hierarchy process,” International Journal of Services Sciences, vol. 1, no. 1, pp. 83–98, 2008. View at Google Scholar
  23. T. L. Saaty, The Analytic Hierarchy Process, McGraw-Hill, New York, NY, USA, 1980. View at MathSciNet
  24. Y.-F. Zhao and J.-F. Chen, “Analytic hierarchy process and its application in power system,” Electric Power Automation Equipment, vol. 24, no. 9, pp. 85–87, 2004. View at Google Scholar
  25. W. Guangsheng, H. Zhaoguang, and W. Pingyang, “Decision support system for thermal power plant siting (SDSS),” in Proceedings of the IEEE Region 10 Conference on Computer, Communication, Control and Power Engineering (TENCON '93), vol. 5, pp. 385–387, Beijing, China, October 1993. View at Publisher · View at Google Scholar
  26. R. R. Clarke, “Validation and legitimation of an analytic hierarchy approach to integrated resource planning for electric utilities,” in Proceedings of the 32nd Intersociety Energy Conversion Engineering Conference, vol. 3, pp. 2197–2201, August 1997. View at Scopus
  27. R. R. Clarke, “Choosing an integrated resource plan for electric utilities: an analytic hierarchy approach,” in Proceedings of the Intersociety Energy Conversion Engineering Conference, vol. 3, pp. 1592–1597, August 1996.
  28. S. A. Farghal, M. S. Kandil, and A. Elmitwally, “Quantifying electric power quality via fuzzy modelling and analytic hierarchy processing,” IEE Proceedings—Generation, Transmission and Distribution, vol. 149, no. 1, pp. 44–49, 2002. View at Publisher · View at Google Scholar · View at Scopus
  29. J. Li and X. Li, “Transient stability calculation considering traction load model,” Electric Power Automation Equipment, vol. 33, no. 4, pp. 109–113, 2013. View at Google Scholar
  30. P. Ju and D.-Q. Ma, Load Modeling of Power System, China Electric Power Press, Beijing, China, 2008.
  31. Z. Wang, S. Bian, X. Liu, K. Yu, and Y. Shi, “Research on load model parameter identification based on the CQDPSO algorithm,” Transactions of China Electrotechnical Society, vol. 29, no. 12, pp. 211–217, 2014. View at Google Scholar · View at Scopus
  32. B.-K. Choi, H.-D. Chiang, Y. Li et al., “Measurement-based dynamic load models: derivation, comparison, and validation,” IEEE Transactions on Power Systems, vol. 21, no. 3, pp. 1276–1283, 2006. View at Publisher · View at Google Scholar · View at Scopus
  33. Y. Han, J. Zhao, S.-Z. Huang et al., “Dynamic model and computation of probabilistic harmonic currents for type-ss4 locomotive,” Automation of Electric Power Systems, vol. 25, no. 4, pp. 31–36, 2001. View at Google Scholar