Composite neural network load models for power system stability analysis

2004 IEEE PES Power Systems Conference and Exposition

Volumn 2, Issue , 2004, Pages 1159-1163

  Keyhani, Ali ^a   Lu, Wenzhe ^a   Heydt, Gerald T ^b  

^a Ohio State University   (United States)

^b ARIZONA STATE UNIVERSITY   (United States)

Author keywords

Artificial neural networks; Composite load modeling; Power systems; Stability analysis

Indexed keywords

COMPOSITE LOAD MODELING; MOTOR LOADS; STABILITY ANALYSIS; TERMINAL VOLTAGE;

COMPUTER SIMULATION; CURVE FITTING; ELECTRIC INVERTERS; ELECTRIC LOADS; MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION; STABILITY;

ELECTRIC POWER SYSTEMS;

EID: 15944390922     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Les M. Hajagos, Behnam Danai, "Laboratory Measurements and Models of Modern Loads and Their Effect on Voltage Stability Studies," IEEE Transactions on Power Systems, Vol. 13, No. 2, May 1998, pp. 584-592.
2. IEEE Task Force on Load Representation for Dynamic Performance, "Standard Load Models for Power Flow and Dynamic Performance Simulation," IEEE Transactions on Power Systems, Vol. 10, No. 3, August 1995, pp. 1302-1313.
3. Les Pereira, Dmitry Kosterev, Peter Mackin, Donald Davies, John Undrill, and Wenchun Zhu, "An Interim Dynamic Induction Motor Model for Stability Studies in the WSCC," IEEE Transactions on Power Systems, Vol. 17, No. 4, November 2002, pp. 1108-1115.
4. M. K. Pai, "Voltage Stability: Analysis Needs, Modeling Requirements, and Modeling Adequacy," IEE Proceedings-C, Vol. 140, No. 4, July 1993, pp. 279-286.
5. A. Borghetti, R. Caldon, A. Mari, C. A. Nucci, "On Dynamic Load Models for Voltage Stability Studies," IEEE Transactions on Power Systems, Vol. 12, No. 1, February 1997, pp. 293-303.
6. S. Z. Zhu, Z. Y. Dong, K. P. Wang, and Z. H. Wang, "Power System Dynamic Load Identification and Stability," Proceeding of International Conference on Power System Technology 2000, Vol. 1, Dec. 4-7, 2000, pp. 13-18.
7. th International Conference on Advances in Power System Control, Operation and Management, APSCOM-97, Hong Kong, November 1997, pp. 396-401.
8. David J. Hill, "Nonlinear Dynamic Load Models with Recovery for Voltage Stability Studies," IEEE Transactions on Power Systems, Vol. 8, No. 1, February 1993, pp. 166-176.
9. Y. Baghzouz, Craig Quist, "Composite Load Model Derivation from Recorded Field Data," IEEE Power Engineering Society 1999 Winter Meeting, Vol. 1, Jan. 31 - Feb. 4 1999, pp. 713-718.
10. William W. Price, Kim A. Wirgau, Alexander Murdoch, James V. Mitsche, Ebrahim Vaahedi, and Moe A. El-Kady, "Load Modeling for Power Flow and Transient Stability Computer Studies," IEEE Transactions on Power Systems, Vol. 3, No. 1, February 1988, pp. 180-187.
11. Y. Kataoka, "A Probabilistic Nodal Loading Model and Worst Case Solutions for Electric Power System Voltage Stability Assessment," IEEE Transactions on Power Systems, Vol. 18, Issue 4, Nov. 2003, pp. 1507-1514.
12. J. R. Shin, B. S. Kim, M. S. Chae, S. A. Sebo, "Improvement of Precise P/V Curve Considering Effects of Voltage-Dependent Load Models and Transmission Losses for Voltage Stability Analysis," IEE Proceedings on Generation, Transmission and Distribution, Vol. 149, No. 4, July 2002, pp. 384-388.
13. Qisheng Liu, Yunping Chen, Dunfeng Duan, "The Load Modeling and Parameters Identification for Voltage Stability Analysis," Proceedings of 2002 International Conference on Power System Technology. Vol. 4, Oct. 2002, pp. 2030-2033.
14. Dingguo Chen, R. R. Mohler, "Neural Network Based Load Modeling and its Use in Voltage Stability Analysis," IEEE Transactions on Control System Technology, Vol. 11, No. 4, July 2003, pp. 460-470.
15. Elman, J. L., "Finding Structure in Time," Cognitive Science, vol. 14, 1990, pp. 179-211.