On the impact of SmartGrid metering infrastructure on load forecasting

2010 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010

Volumn , Issue , 2010, Pages 1628-1636

  Alizadeh, Mahnoosh ^a   Scaglione, Anna ^a   Wang, Zhifang ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCED METERING INFRASTRUCTURES; ELECTRICAL VEHICLES; FORECASTING TECHNIQUES; GENERATION DISPATCH; LOAD FORECASTING; LOAD PROFILES; POTENTIAL IMPACTS; POWER SYSTEMS; SMART GRID; SMART METERING; STATISTICAL INFORMATION;

ELECTRIC VEHICLES;

ELECTRIC LOAD FORECASTING;

EID: 79952417104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ALLERTON.2010.5707109     Document Type: Conference Paper

References (24)

1. A. Ipakchi and F. Albuyeh, "Grid of the future," Power and Energy Magazine, IEEE, vol. 7, no. 2, pp. 52-62, mar. 2009.
2. G. Gross and F. Galiana, "Short-term load forecasting," Proceedings of the IEEE, vol. 75, no. 12, pp. 1558-1573, dec. 1987.
3. K.-H. Kim, J.-K. Park, K.-J. Hwang, and S.-H. Kim, "Implementation of hybrid short-term load forecasting system using artificial neural networks and fuzzy expert systems," Power Systems, IEEE Transactions on, vol. 10, no. 3, pp. 1534-1539, aug 1995.
4. R. Campo and P. Ruiz, "Adaptive weather-sensitive short term load forecast," Power Systems, IEEE Transactions on, vol. 2, no. 3, pp. 592-598, aug. 1987.
5. Y. Chen, P. Luh, C. Guan, Y. Zhao, L. Michel, M. Coolbeth, P. Friedland, and S. Rourke, "Short-term load forecasting: Similar day-based wavelet neural networks," Power Systems, IEEE Transactions on, vol. 25, no. 1, pp. 322-330, feb. 2010.
6. J. W. Taylor, "Short-term electricity demand forecasting using double seasonal exponential smoothing," J. Oper. Res. Soc., vol. 54, no. 8, pp. 799-805, 2003.
7. S.-J. Huang and K.-R. Shih, "Short-term load forecasting via arma model identification including non-gaussian process considerations," Power Systems, IEEE Transactions on, vol. 18, no. 2, pp. 673-679, may 2003.
8. J. Fan and J. McDonald, "A real-time implementation of short-term load forecasting for distribution power systems," Power Systems, IEEE Transactions on, vol. 9, no. 2, pp. 988-994, may 1994.
9. Z. Baharudin and N. Kamel, "Autoregressive method in short term load forecast," in Power and Energy Conference, 2008. PECon 2008. IEEE 2nd International, 1-3 2008, pp. 1603-1608.
10. M. T. Hagan and S. M. Behr, "The time series approach to short term load forecasting," Power Systems, IEEE Transactions on, vol. 2, no. 3, pp. 785-791, aug. 1987.
11. A. Wood and B. Wollenberg, Power Generation Operation and Control. John Wiley and Sons, 1996.
12. T. J. Overbye, X. Cheng, and Y. Sun, "A comparison of the ac and dc power flow models for lmp calculations," in HICSS '04: Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 2. Washington, DC, USA: IEEE Computer Society, 2004, p. 20047.1.
13. Z. J. Bao, Y. J. Cao, G. Z. Wang, and L. J. Ding, "Analysis of cascading failure in electric grid based on power flow entropy," Physics Letters A, vol. 373, pp. 3032-3040, Aug. 2009.
14. L. V. D. I. Carreras, B.A. and D. Newman, "Critical Points And Transitions In An Electric Power Transmission Model For Cascading Failure Blackouts," Chaos, vol. 12, no. 4, pp. 985-994, 2002.
15. H. W. Dommel and W. F. Tinney, "Optimal power flow solutions," IEEE Trans. Power Apparat. Syst., vol. 87, pp. 1866-1876, 1968.
16. J. Momoh, R. Adapa, and M. El-Hawary, "A review of selected optimal power flow literature to 1993. i. nonlinear and quadratic programming approaches," Power Systems, IEEE Transactions on, vol. 14, no. 1, pp. 96-104, feb. 1999.
17. Y. V. Makarov, P. V. Etingov, Z. Huang, J. Ma, B. B. Chakrabarti, K. Subbarao, C. Loutan, and R. T. Guttromson, "Integration of wind generation and load forecast uncertainties into power grid operations," in Transmission and Distribution Conference and Exposition, 2010 IEEE PES, 19-22 2010, pp. 1 -8.
18. M. Conlon and A. Mumtaz, "Investigation of network constraints in transmission networks with significant wind generation capacity," vol. 1, sep. 2006, pp. 56-59.
19. S. G. Eick, W. A. Massey, and W. Whitt, "The Physics of the Mt/G/infty Queue," Operations Research, vol. 41, no. 4, pp. 731-742, 1993.
20. W. Whitt, "The renewal-process stationary-excess operator," Journal of Applied Probability, vol. 22, no. 1, pp. 156-167, 1985. [Online]. Available: http://www.jstor.org/stable/3213755
21. C. Palm, Intensity variations in telephone traffic, Book edition of Ph.D. thesis of 1943. North Holland, 1988.
22. A. Khinchin, Mathematical methods in the theory of queueing. Griffin(London), 1955.
23. G. Box, G. Jenkins, and G. Reinsel, Time Series Analysis, Forecasting and Control, 4th ed. Wiley series in probability and statistics, 2008.
24. "Uk national grid metered half-hourly electricity demands," http://www.nationalgrid.com/uk/Electricity/Data/Demand+Data/.