Development of multilinear regression models for online voltage stability margin estimation

IEEE Transactions on Power Systems

Volumn 26, Issue 1, 2011, Pages 374-383

  Leonardi, Bruno ^a   Ajjarapu, Venkataramana ^a  

^a Iowa State University of Science and Technology   (United States)

Author keywords

Multilinear regression models; online voltage stability; reactive power reserves; voltage collapse; voltage stability monitoring

Indexed keywords

BUS SYSTEMS; LOAD INCREASE DIRECTION; MULTILINEAR REGRESSION MODEL; OFFLINE; ONLINE ENVIRONMENTS; REACTIVE POWER RESERVES; REAL-TIME OPERATION; TEST SYSTEMS; VOLTAGE COLLAPSE; VOLTAGE STABILITY; VOLTAGE STABILITY ASSESSMENT; VOLTAGE STABILITY MARGINS;

ESTIMATION; REACTIVE POWER; REGRESSION ANALYSIS; SYSTEM STABILITY;

VOLTAGE STABILIZING CIRCUITS;

EID: 79151479985     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2010.2050155     Document Type: Article

References (33)

1. Final Report on the August 14, 2003 Blackout in the United States and Canada: Causes and Recommendations, U.S.-Canada Power System Outage Task Force, 2004. [Online]. Available: https://reports.energy. gov/BlackoutFinal-Web.pdf.
2. P. Anderson and I. Geckil, Northeast Blackout Likely to Reduce US Earnings by $6.4 Billion, AEGWorking Paper 2003-2, Aug. 19, 2003.
3. [Online]. Available: http://www.andersoneconomicgroup.com/Portals/ 0/upload/Doc544.pdf.
4. [StdVar1] NERC-Voltage and Reactive Power Standard VAR-001-1. [Online]. Available: http://www.nerc.com/files/VAR-001-1.pdf.
5. [StdVar1a] NERC-Voltage and Reactive Power Standard VAR- 001-1a. [Online]. Available: http://www.nerc.com/files/VAR-001-1a. pdf.
6. [StdTop6-1] NERC-Voltage and Reactive Power Standard TOP- 006-1. [Online]. Available: http://www.nerc.com/files/TOP-006-1.pdf.
7. [StdTop6-2] NERC-Voltage and Reactive Power Standard TOP- 006-1. [Online]. Available: http://www.nerc.com/files/TOP-006-2.pdf.
8. C. W. Taylor and R. Ramanathan, "BPA reactive power monitoring and control following the August 10, 1996 power failure," in Proc. VI Symp. Specialists in Electric Operational and Expansion Planning, Salvador, Brazil, May 1998.
9. System protection and voltage stability, IEEE Publication No. 3, THO 596-7 PWR, IEEE Power System Relaying CommitteeWorking Group K12, 1993.
10. S. A. Nirenberg, D. S. McInnis, and K. D. Sparks, "Fast acting load shedding," IEEE Trans. Power Syst., vol. 7, no. 2, pp. 63-67, May 1992.
11. "CIGRE TF 38.02.12, Criteria and Countermeasures for Voltage Collapse, Brochure 101," 1995.
12. B. Ingelsson, P.-O. Lindstrom, D. Karlsson, G. Ruvnik, and J.-O. Sjôdin, "Special protection scheme against voltage collapse in the south part of the Swedish grid," CIGRE, paper 38-105, Aug. 1996.
13. Preliminary Assessment of the North American Electric Reliability Council's Proposed Mandatory Reliability Standards, Federal Energy Regulatory Commission (FERC). [Online]. Available: http://www.ferc.gov/legal/staff-reports/ 05-11-06-nerc-assessment. pdf.
14. Energy Independence and Security Act of 2007, United States Government Printing Office (USGPO). [Online]. Available: http://frwebgate. access.gpo.gov/cgi-bin/getdoc.cgi?dbname=110-cong-bills&docid= f:h6enr.txt.pdf.
15. Smart Grid, United States Department of Energy. [Online]. Available: http://www.oe.energy.gov/smartgrid.htm.
16. C. Taylor, Power System Voltage Stability, 1st ed. New York: Mc- Graw-Hill, 1994.
17. T. Van Cutsem and C. Vournas, Voltage Stability of Electrical Power Systems, 1st ed. New York: Springer Science, 1998.
18. V. Ajjarapu, Computational Techniques for Voltage Stability Assessment and Control, 1st ed. New York: Springer Science, 2006.
19. F. Dong, B. Chowdhury, M. Crow, and L. Acar, "Improving voltage stability by reactive power reserve management," IEEE Trans. Power Syst., vol. 20, no. 1, pp. 338-345, Feb. 2005.
20. L. Bao, Z. Huang, and W. Xu, "Online voltage stability monitoring using VAR reserves," IEEE Trans. Power Syst., vol. 18, no. 4, pp. 1461-1469, Nov. 2003.
21. B. Jeyasurya, "Artificial neural networks for on-line voltage stability assessment," in Proc. IEEE PES General Meeting 2000, Jul. 2000, vol. 4.
22. A. A. El-Keib and X. Ma, "Application of artificial neural networks in voltage stability assessment," IEEE Trans. Power Syst., vol. 10, no. 4, pp. 1890-1896, Nov. 1995.
23. C. A. Jimenez and C. A. Castro, "Voltage stability security margin assessment via artificial neural networks," in Proc. IEEE Power Tech Conf., St. Petersburg, Russia, Jun. 2005.
24. B. Leonardi and V. Ajjarapu, "Investigation of various generator reactive power reserve (GRPR) definitions for online voltage stability/security assessment," in Proc. IEEE PES General Meeting, Pittsburgh, PA, Jul. 2008.
25. P. Nedwick, A. F. Mistr , Jr, and E. B. Croasdale, "Reactive management: A key to survival in the 1990's," IEEE Trans. Power Syst., vol. 10, no. 2, pp. 1036-1043, May 1995.
26. L. Sandberg, K. Roudén, and L. Ekstan, "Security assessment against voltage collapse based on real-time data including generator reactive capacity," in CIGRÉ, paper 39/11-03, 1994.
27. P. Kundur, J. Paserba, V. Ajjarapu, G. Andersson, A. Bose, C. Canizares, N. Hatziargyriou, D. Hill, A. Stankovic, C. Taylor, T. Van Cutsem, and V. Vittal, "Definition and classification of power system stability IEEE/CIGRE joint task force on stability terms and definitions," IEEE Trans. Power Syst., vol. 19, no. 3, pp. 1387-1401, Aug. 2004.
28. D. Montgomery, E. Peck, and G. Vining, Introduction to Linear Regression Analysis, 4th ed. Hoboken, NJ: Wiley-Interscience, 2006.
29. M. Kutner, C. Nachtsheim, J. Neter, and W. Li, Applied Linear Statistical Models, 5th ed. New York: McGrall-Hill-Irwin, 2004.
30. Z.-C. Lin and W. J. Wu, "Multiple linear regression analysis of the overlay accuracy model," IEEE Trans. Semicond. Manuf., vol. 12, no. 2, pp. 229-237, May 1999.
31. A. H. Studenmund, Using Econometrics: A Practical Guide, 4th ed. Reading, MA: Addison Wesley, 2000.
32. D. Kleinbaum, L. Kupper, K. Muller, and A. Nizam, Applied Regression Analysis and Other Multivariable Methods, 3rd ed. Pacific Grove, CA: Brooks/Cole, 1998.
33. G. E. P. Box and D. R. Cox, "An analysis of transformations," J. Roy. Statist. Soc., Series B, vol. 26, no. 2, pp. 211-252, 1964.