Reactive power planning based on fuzzy clustering and multivariate linear regression

IEEE PES General Meeting, PES 2010

Volumn , Issue , 2010, Pages

  Wang, Yurong ^a,b   Li, Fangxing ^c   Wan, Qiulan ^a  

^a SOUTHEAST UNIVERSITY   (China)

^b UNIVERSITY OF TENNESSEE   (United States)

^c University of Tennessee   (United States)

Author keywords

Fuzzy clustering algorithm; Linear regression; Optimization; Reactive Power Planning (RPP); Total Transfer Capability (TTC)

Indexed keywords

BUS SYSTEMS; CANDIDATE LOCATIONS; CAPACITY OPTIMIZATION; COST MINIMIZATION MODELS; MULTIVARIATE LINEAR REGRESSIONS; NEW APPROACHES; OPTIMIZATION MODELS; PIECEWISE LINEAR; REACTIVE POWER PLANNING; REACTIVE POWER PLANNING (RPP); SYSTEM OPERATION; TEST RESULTS; TIE-LINE; TOTAL COSTS; TOTAL TRANSFER CAPABILITY; VAR PLANNING;

FUZZY CLUSTERING; FUZZY SYSTEMS; LINEAR REGRESSION; OPTIMIZATION; PIECEWISE LINEAR TECHNIQUES; REACTIVE POWER; VALUE ENGINEERING;

CLUSTERING ALGORITHMS;

EID: 78649564384     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PES.2010.5590216     Document Type: Conference Paper

References (26)

1. V. Ajjarapu, P.L. Lau, and S. Battula, "An optimal reactive power planning strategy against voltage collapse," IEEE Trans. Power Syst., Vol. 9, pp. 906-917, May 1994.
2. Y. Chen, "Weak bus-oriented optimal multi-objective VAR planning," IEEE Trans. Power Syst., Vol. 11, pp. 1885-1890, May 1996.
3. Haifeng Liu, Licheng Jin, James D. McCalley, Ratnesh Kumar, Venkataramana Ajjarapu, and Nicola Elia, "Planning Reconfigurable Reactive Control for Voltage Stability Limited Power Systems," IEEE Trans. Power Syst., Vol. 24, No. 2, May 2009.
4. H. Liu, "Planning reactive power control for transmission enhancement," Ph.D. dissertation, Iowa State University, Ames, IA 2007.
5. Wenjuan Zhang and Leon M. Tolbert, "Survey of reactive power planning," in Proc. of IEEE Power engineering society general meeting, pp. 12-16, Jun. 2005.
6. Wenjuan Zhang, Fangxing Li, and Leon M. Tolbert. "Review of Reactive Power Planning: Objectives, Constraints, and Algorithms," IEEE Trans. Power Syst., Vol. 22, No. 4, pp. 2177-2186, Nov. 2007.
7. Venkat Krishnan, Haifeng Liu, and James D. McCalley, "Coordinated Reactive Power Planning against Power System Voltage Instability," in Proc. of IEEE/PES Power Systems Conference and Exposition, pp. 1-8, Mar. 2009.
8. Yorino, N.; Eghbal, M., El-Araby, E.E., and Zoka, Y, "Voltage security constrained reactive power planning considering the costs and performance of VAR devices," in Proc. of iREP Symposium Bulk Power System Dynamics and Control - VII. Revitalizing Operational Reliability, pp. 1-11, Aug. 2007.
9. D. Chattopadhyay and B. B. Chakrabarti, "Reactive power planning incorporating voltage stability," Int. J. Elect. Power and Energy Syst.,vol. 24, no. 3, pp. 185-200, 2002.
10. D. Pudjianto, S. Ahmed, and G. Strbac, "Allocation of VAR support using LP and NLP based optimal power flows," IEE Proc. Generation, Transmission, and Distribution, vol. 149, no. 4, pp. 377-383, 2002.
11. J. Z. Zhu, C. S. Chang, W. Yan, and G. Y. Xu, "Reactive power optimization using an analytic hierarchical process and a nonlinear optimization neural network approach," IEE Proc. Generation, Transmission, and Distribution, vol. 145, no. 1, pp. 89-97, Jan. 1998.
12. R. Ramos, J. Vallejos, and B. Barán, "Multi-objective reactive power compensation with voltage security," in Proc. 2004 IEEE/PES Transmission and Distribution Conf. and Expo.: Latin America, Brazil , pp. 302-307, Nov. 2004.
13. Y. L. Chen and Y. L. Ke, "Multi-objective Var planning for large-scale power systems using projection-based two-layer simulated annealing algorithms," IEE Proc. Generation, Transmission and Distribution, vol. 151, no. 4, pp. 555-560, Jul. 2004.
14. R.M. Maliszewski, L.L. Garver and A.J. Wood, "Linear programming as an aid in planning kilovar requirements," IEEE Trans. Power apparatus and Systems, Vol. 87, No. 12, pp. 1963-1968, Dec. 1968.
15. D. Pudjianto, S. Ahmed, and G. Strbac, "Allocation of VAR support using LP and NLP based optimal power flows," IEE Proc. Generation, Transmission, and Distribution, vol. 149, no. 4, pp. 377-383, 2002.
16. Wenjuan Zhang, "Optimal Sizing and Location of Static and Dynamic Reactive Power Compensation," Ph.D. dissertation, Dept. of EECS, the University of Tennessee, Knoxville, TN, 2007.
17. Mehdi Eghbal, E.E. El-Araby, Naoto Yorino, and Yoshifumi Zoka, "Application of Metaheuristic Methods to Reactive Power Planning: A Comparative Study for GA, PSO and EPSO," in Proc. of ISIC IEEE International Conference on Systems, Man and Cybernetics, pp. 3755-3760, Oct. 2007.
18. P. Kundur, Power System Stability and Control. EPRI Power System Engineering Series, New York: McGraw Hill, 1994.
19. F. Höppner, F. Klawonn, R. Kruse, and T. Runkler, Fuzzy Cluster Analysis, Chichester: Wiley, 1999.
20. Li-Jun Cai and Erlich, l, "Power System Static Voltage Stability Analysis Considering all Active and Reactive Power Controls - Singular Value Approach," in Proc. of Power Tech, 2007 IEEE Lausanne, pp. 367-373, Jul. 2007.
21. Yingni Mao and Maojun Li, "Optimal Reactive Power Planning Based on Simulated Annealing Particle Swarm Algorithm Considering Static Voltage Stability," in Proc. of International Conference on Intelligent Computation Technology and Automation, Vol. 1, pp. 106-110, Oct. 2008.
22. IEEE/PES Power System Stability Subcommittee Special Publication: Voltage Stability Assessment, Procedure and Guides. Jul. 1998.
23. Kessel P and Glavitsch H, "Estimating the voltage Stability of a power system," IEEE Trans on Power Delivery, Vol.10, pp.346-354, Jul. 1986.
24. Kabouris J, Vournas C D, and Efstathiou S, "Voltage security considerations in an open power market," in Proc. of International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, pp. 278-283, Apr. 2000.
25. Hao Chen, Jie Wu, and Shan Gao, "Application of Fuzzy Clustering in Subarea load Forecasting," Power Demand Side Management, Vol. 8, No.3, pp. 12-18, May 2006.
26. Yaonan Wang, Chunsheng Li, and Yi Zuo, "A Selection Model for Optimal Fuzzy Clustering Algorithm and Number of Clusters Based on Competitive Comprehensive Fuzzy Evaluation," IEEE Transactions on Fuzzy Systems, Vol. 17, issue 3 pp. 568-577, Jun. 2009.