Proactive Recovery of Electric Power Assets for Resiliency Enhancement

IEEE Access

Volumn 3, Issue , 2015, Pages 99-109

  Arab, Ali ^a   Khodaei, Amin ^b   Han, Zhu ^a   Khator, Suresh K ^a  

^a UNIVERSITY OF HOUSTON   (United States)

^b University of Denver   (United States)

Author keywords

Natural disaster; recovery; resiliency; restoration; smart grid

Indexed keywords

DECISION MAKING; DISASTERS; ELECTRIC POWER DISTRIBUTION; HURRICANES; IMAGE RECONSTRUCTION; RECOVERY; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

DECISION MAKING TOOL; ELECTRIC POWER ASSETS; EXTREME WEATHER EVENTS; HURRICANE RECOVERIES; NATURAL DISASTERS; POWER SYSTEM COMPONENTS; RESILIENCY; SMART GRID;

OUTAGES;

EID: 84959858566     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2015.2404215     Document Type: Article

References (60)

1. H. E. Moore, F. L. Bate, M. V. Layman, and V. J. Parenton, Before the Wind. A Study to the Response to Hurricane Carla. Washington, DC, USA: National Academy of Science-National Research Council, 1963.
2. J. Winkler, L. Duenas-Osorio, R. Stein, and D. Subramanian, "Performance assessment of topologically diverse power systems subjected to hurricane events," Rel. Eng. Syst. Safety, vol. 95, no. 4, pp. 323-336, Apr. 2010.
3. R. Berg, Nat. Hurricane Center, United States Nat. Ocean. Atmos. Admin. Nat. Weather Service, Miami, FL, USA, Tropical Cyclone Rep. AL092008, Jan. 2009.
4. D. Etkin, "Risk transference and related trends: Driving forces towards more mega-disasters," Global Environ. Change B, Environ. Hazards, vol. 1, no. 2, pp. 69-75, Dec. 1999.
5. D. S. Mileti, Disasters by Design: A Reassessment of Natural Hazards in the United States. Washington, DC, USA: National Academies Press, 1999.
6. National Oceanic and Atmospheric Administration. (2014). What is the Difference Between a Hurricane, a Cyclone, and a Typhoon? [Online]. Available: http://www.noaa.gov
7. S. K. Khator and L. C. Leung, "Power distribution planning: A review of models and issues," IEEE Trans. Power Syst., vol. 12, no. 3, pp. 1151-1159, Aug. 1997.
8. B. Ball, "Rebuilding electrical infrastructure along the gulf coast: A case study," Nat. Acad. Eng., vol. 36, no. 1, p. 21, 2006.
9. A. Kwasinski, "Technology planning for electric power supply in critical events considering a bulk grid, backup power plants, and micro-grids," IEEE Syst. J., vol. 4, no. 2, pp. 167-178, Jun. 2010.
10. N. Xu, S. D. Guikema, R. A. Davidson, L. K. Nozick, Z. Cagnan, and K. Vaziri, "Optimizing scheduling of post-earthquake electric power restoration tasks," Earthquake Eng. Struct. Dyn., vol. 36, no. 2, pp. 265-284, Feb. 2007.
11. th Eur. Conf. Artif. Intell., Montpellier, France, Aug. 2012, pp. 792-797.
12. T. C. Matisziw, A. T. Murray, and T. H. Grubesic, "Strategic network restoration," Netw. Spatial Econ., vol. 10, no. 3, pp. 345-361, Sep. 2010.
13. S. G. Nurre, B. Cavdaroglu, J. E. Mitchell, T. C. Sharkey, and W. A. Wallace, "Restoring infrastructure systems: An integrated network design and scheduling (INDS) problem," Eur. J. Oper. Res., vol. 223, no. 3, pp. 794-806, Dec. 2012.
14. th Power Syst. Comput. Conf., Stockholm, Sweden, Aug. 2011, pp. 1-8.
15. th Int. Conf. Integr. AI OR Techn. Contraint Program. Combinat. Optim. Problems, Nantes, France, Jun. 2012, pp. 379-394.
16. N. Perrier et al., "A survey of models and algorithms for emergency response logistics in electric distribution systems. Part I: Reliability planning with fault considerations," Comput. Oper. Res., vol. 40, no. 7, pp. 1895-1906, Jul. 2013.
17. N. Perrier et al., "A survey of models and algorithms for emergency response logistics in electric distribution systems. Part II: Contingency planning level," Comput. Oper. Res., vol. 40, no. 7, pp. 1907-1922, Jul. 2013.
18. P. J. Maliszewski and C. Perrings, "Factors in the resilience of electrical power distribution infrastructures," Appl. Geogr., vol. 32, no. 2, pp. 668-679, Mar. 2012.
19. D. R. Godschalk, "Urban hazard mitigation: Creating resilient cities," Natural Hazards Rev., vol. 4, no. 3, pp. 136-143, Aug. 2003.
20. S. M. Quiring, L. Zhu, and S. D. Guikema, "Importance of soil and elevation characteristics for modeling hurricane-induced power outages," Natural Hazards, vol. 58, no. 1, pp. 365-390, Jul. 2011.
21. A. D. Reed, K. C. Kapur, and R. D. Christie, "Methodology for assessing the resilience of networked infrastructure," IEEE Syst. J., vol. 3, no. 2, pp. 174-180, Jun. 2009.
22. S. Bjarnadottir, Y. Li, and M. G. Stewart, "Hurricane risk assessment of power distribution poles considering impacts of a changing climate," J. Infrastruct. Syst., vol. 19, no. 1, pp. 12-24, Mar. 2012.
23. A. Staid, S. D. Guikema, R. Nateghi, S. M. Quiring, and M. Z. Gao, "Simulation of tropical cyclone impacts to the U.S. power system under climate change scenarios," Climatic Change, vol. 127, nos. 3-4, pp. 535-546, Oct. 2014.
24. H. Liu, R. A. Davidson, and T. Apanasovich, "Statistical forecasting of electric power restoration times in hurricanes and ice storms," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 2270-2279, Nov. 2007.
25. H. Liu, R. A. Davidson, D. V. Rosowsky, and J. R. Stedinger, "Negative binomial regression of electric power outages in hurricanes," J. Infrastruct. Syst., vol. 11, no. 4, pp. 258-267, Dec. 2005.
26. S. D. Guikema, S. M. Quiring, and S.-R. Han, "Prestorm estimation of hurricane damage to electric power distribution systems," Risk Anal., vol. 30, no. 12, pp. 1744-1752, 2010.
27. R. Nateghi, S. D. Guikema, and S. M. Quiring, "Comparison and validation of statistical methods for predicting power outage durations in the event of hurricanes," Risk Anal., vol. 31, no. 12, pp. 1897-1906, Dec. 2011.
28. R. Nateghi, S. Guikema, and S. M. Quiring, "Power outage estimation for tropical cyclones: Improved accuracy with simpler models," Risk Anal., vol. 34, no. 6, pp. 1069-1078, Jun. 2014.
29. R. Nateghi, S. D. Guikema, and S. M. Quiring, "Forecasting hurricane-induced power outage durations," Natural Hazards, vol. 74, no. 3, pp. 1795-1811, Dec. 2014.
30. S. D. Guikema, R. Nateghi, S. M. Quiring, A. Staid, A. C. Reilly, and M. Gao, "Predicting hurricane power outages to support storm response planning," IEEE Access, vol. 2, pp. 1364-1373, Nov. 2014.
31. M.-J. Yao and K. J. Min, "Repair-unit location models for power failures," IEEE Trans. Eng. Manag., vol. 45, no. 1, pp. 57-65, Feb. 1998.
32. C. Coffrin, P. Van Hentenryck, and R. Bent, "Strategic stockpiling of power system supplies for disaster recovery," in Proc. IEEE Power Energy Soc. General Meeting, San Diego, CA, USA, Jul. 2011, pp. 1-8.
33. Y. Yongbo et al., "Service restoration with consideration of rush repair," in Proc. Power Eng. Autom. Conf. (PEAM), Wuhan, China, Sep. 2011, pp. 308-312.
34. S. Wang, B. R. Sarker, L. Mann, Jr., and E. Triantaphyllou, "Resource planning and a depot location model for electric power restoration," Eur. J. Oper. Res., vol. 155, no. 1, pp. 22-43, May 2004.
35. D. Lubkeman and D. E. Julian, "Large scale storm outage management," in Proc. IEEE Power Eng. Soc. General Meeting, Denver, CO, USA, Jun. 2004, pp. 16-22.
36. rd Great Lakes Symp. Smart Grid New Energy Econ., Chicago, IL, USA, Sep. 2013, pp. 1-8.
37. A. Arab, A. Khodaei, S. K. Khator, K. Ding, V. A. Emesih, and Z. Han, "Stochastic pre-hurricane restoration planning for electric power systems infrastructure," IEEE Trans. Smart Grid, vol. 6, no. 2, pp. 1046-1054, Jan. 2015.
38. A. Arab, E. Tekin, A. Khodaei, S. K. Khator, and Z. Han, "Dynamic maintenance scheduling for power systems incorporating hurricane effects," in Proc. IEEE Int. Conf. Smart Grid Commun., Venice, Italy, Nov. 2014, pp. 85-90.
39. th Int. Conf. Probab. Methods Appl. Power Syst., Rincon, Puerto Rico, May 2008, pp. 1-8.
40. st Int. Univ. Power Eng. Conf., Newcastle upon Tyne, U.K., Sep. 2006, pp. 282-286.
41. M. H. J. Bollen, "Effects of adverse weather and aging on power system reliability," IEEE Trans. Ind. Appl., vol. 37, no. 2, pp. 452-457, Mar./Apr. 2001.
42. X. Chen, Y. Wu, and S. Lou, "Risk assessment for power system static security based on fuzzy modeling of weather conditions," in Proc. Power Eng. Autom. Conf., Wuhan, China, Sep. 2011, pp. 367-371.
43. N. K. Detlefsen, P. E. Sorensen, and P. B. Eriksen, "Managing critical weather conditions in a large-scale wind based European power system - The twenties project," in Proc. IEEE Power Eng. Soc. General Meeting, San Diego, CA, USA, Jul. 2011, pp. 1-5.
44. L. Du, Y.-H. Hu, and W.-H. Han, "Transmission and distribution system reliability evaluation based on three-state weather model," in Proc. Asia-Pacific Power Energy Eng. Conf., Wuhan, China, Mar. 2011, pp. 1-4.
45. W. Han, J. Liu, X. Yang, and H. Ji, "Power system reliability assessment considering the effect of freezing weather," in Proc. Asia-Pacific Power Energy Eng. Conf., Chengdu, China, Mar. 2010, pp. 1-4.
46. A. Islam and A. Domijan, "Weather and reliability," in Proc. IEEE Power Eng. Soc. General Meeting, Tampa, FL, USA, Jun. 2007, pp. 1-5.
47. E. Rikos, S. Tselepis, C. Hoyer-Klick, and M. Schroedter-Homscheidt, "Stability and power quality issues in microgrids under weather disturbances," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 1, no. 3, pp. 170-179, Sep. 2008.
48. M. A. Rios, D. S. Kirschen, D. Jayaweera, D. P. Nedic, and R. N. Allan, "Value of security: Modeling time-dependent phenomena and weather conditions," IEEE Trans. Power Syst., vol. 17, no. 3, pp. 543-548, Aug. 2002.
49. Y. Zhou, A. Pahwa, and S.-S. Yang, "Modeling weather-related failures of overhead distribution lines," IEEE Trans. Power Syst., vol. 21, no. 4, pp. 1683-1690, Nov. 2006.
50. S. Kotz, Y. Lumelskii, and M. Pensky, The Stress-Strength Model and Its Generalizations: Theory and Applications. Singapore: World Scientific, 2003.
51. R. Billinton and P. Wang, "Teaching distribution system reliability evaluation using Monte Carlo simulation," IEEE Trans. Power Syst., vol. 14, no. 2, pp. 397-403, May 1999.
52. F. W. Taylor, The Principles of Scientific Management. New York, NY, USA: Harper, 1914.
53. P. Cramton and J. Lien, "Value of lost load," Univ. Maryland, College Park, MD, USA, 2000.
54. Estimating the Value of Lost Load: Briefing Paper Prepared for the ERCOT by LEI, London Economics International LLC, Boston, MA, USA, 2013.
55. J. Reichl, M. Schmidthaler, and F. Schneider, "The value of supply security: The costs of power outages to Austrian households, firms and the public sector," Energy Econ., vol. 36, pp. 256-261, Mar. 2013.
56. A. van derWelle and B. van der Zwaan, An Overview of Selected Studies on the Value of Lost Load (VOLL). Petten, The Netherlands: Energy Research Centre of the Netherlands, 2007.
57. K. G. Willis and G. D. Garrod, "Electricity supply reliability: Estimating the value of lost load," Energy Policy, vol. 25, no. 1, pp. 97-103, Jan. 1997.
58. (2014). CenterPoint Energy's Storm Center. [Online]. Available: http://www.centerpointenergy.com/newsroom/stormcenter/
59. H. Saadat, Power System Analysis. Singapore: McGraw-Hill, 1999.
60. J. B. Bushnell, E. T. Mansur, and C. Saravia, Vertical Arrangements, Market Structure, and Competition an Analysis of Restructured U.S. Electricity Markets. Cambridge, MA, USA: National Bureau of Economic Research, 2007.