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Survey of Models on Demand, Customer Base-Line and Demand Response and Their Relationships in the Power Market

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  • Heshmati, Almas

    (Jönköping University)

Abstract

The increasing use of demand-side management as a tool to reliably meet electricity demand at peak time has stimulated interest among researchers, consumers and producer organizations, managers, regulators and policymakers, This research reviews the growing literature on models used to study demand, consumer baseline (CBL) and demand response in the electricity market. After characterizing the general demand models, it reviews consumer baseline based on which further study the demand response models. Given the experience gained from the review and exiting conditions it combines an appropriate model for each case for possible application to the electricity market and discusses the implications of the results. In the literature these aspects are studied independently. The main contribution of this survey is attributed to the simultaneous treatment of the three issues as sequentially interdependent. The review is expected to provide a full understanding of the demand, CBL and demand response in the power market and their relationships. It enhances demand response in the electricity market. The objective is through a combination of demand and supply side managements to reduce demand through different demand response programs during peak times and thereby save costly power generation and energy resources and at the same time reduce vulnerability.

Suggested Citation

  • Heshmati, Almas, 2012. "Survey of Models on Demand, Customer Base-Line and Demand Response and Their Relationships in the Power Market," IZA Discussion Papers 6637, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp6637
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    1. Pedro Linares & Xavier Labandeira, 2010. "Energy Efficiency: Economics And Policy," Journal of Economic Surveys, Wiley Blackwell, vol. 24(3), pages 573-592, July.
    2. Phlips, Louis, 1988. "Price Discrimination: A Survey of the Theory," Journal of Economic Surveys, Wiley Blackwell, vol. 2(2), pages 135-167.
    3. Alberini, Anna & Gans, Will & Velez-Lopez, Daniel, 2011. "Residential consumption of gas and electricity in the U.S.: The role of prices and income," Energy Economics, Elsevier, vol. 33(5), pages 870-881, September.
    4. Zibelman, Audrey & Krapels, Edward N., 2008. "Deployment of Demand Response as a Real-Time Resource in Organized Markets," The Electricity Journal, Elsevier, vol. 21(5), pages 51-56, June.
    5. Andrew C. Worthington & Mark Hoffman, 2008. "An Empirical Survey Of Residential Water Demand Modelling," Journal of Economic Surveys, Wiley Blackwell, vol. 22(5), pages 842-871, December.
    6. Berry, David, 2008. "The impact of energy efficiency programs on the growth of electricity sales," Energy Policy, Elsevier, vol. 36(9), pages 3620-3625, September.
    7. Fan, Shu & Hyndman, Rob J., 2011. "The price elasticity of electricity demand in South Australia," Energy Policy, Elsevier, vol. 39(6), pages 3709-3719, June.
    8. Yushi, Mao & Hare, Paul, 1989. "Chinese Experience in the Introduction of a Market Mechanism into a Planned Economy: The Role of Pricing," Journal of Economic Surveys, Wiley Blackwell, vol. 3(2), pages 137-158.
    9. Frank T. Denton & Dean C. Mountain & Byron G. Spencer, 2003. "Energy Demand with Declining Rate Schedules: An Econometric Model for the U.S. Commercial Sector," Land Economics, University of Wisconsin Press, vol. 79(1), pages 86-105.
    10. Ziramba, Emmanuel, 2008. "The demand for residential electricity in South Africa," Energy Policy, Elsevier, vol. 36(9), pages 3460-3466, September.
    11. Dilaver, Zafer & Hunt, Lester C., 2011. "Industrial electricity demand for Turkey: A structural time series analysis," Energy Economics, Elsevier, vol. 33(3), pages 426-436, May.
    12. Sa'ad, Suleiman, 2009. "Electricity demand for South Korean residential sector," Energy Policy, Elsevier, vol. 37(12), pages 5469-5474, December.
    13. Helen Simpson, 2009. "Productivity In Public Services," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 250-276, April.
    14. Alberto Cavaliere & Simona Scabrosetti, 2008. "Privatization And Efficiency: From Principals And Agents To Political Economy," Journal of Economic Surveys, Wiley Blackwell, vol. 22(4), pages 685-710, September.
    15. Azevedo, Inês M. Lima & Morgan, M. Granger & Lave, Lester, 0. "Residential and Regional Electricity Consumption in the U.S. and EU: How Much Will Higher Prices Reduce CO2 Emissions?," The Electricity Journal, Elsevier, vol. 24(1), pages 21-29, January.
    16. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    17. Dergiades, Theologos & Tsoulfidis, Lefteris, 2008. "Estimating residential demand for electricity in the United States, 1965-2006," Energy Economics, Elsevier, vol. 30(5), pages 2722-2730, September.
    18. Cappers, Peter & Goldman, Charles & Kathan, David, 2010. "Demand response in U.S. electricity markets: Empirical evidence," Energy, Elsevier, vol. 35(4), pages 1526-1535.
    19. Shin, Jeong-Shik, 1985. "Perception of Price When Price Information Is Costly: Evidence from Residential Electricity Demand," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 591-598, November.
    20. Tanaka, Makoto, 2006. "Real-time pricing with ramping costs: A new approach to managing a steep change in electricity demand," Energy Policy, Elsevier, vol. 34(18), pages 3634-3643, December.
    21. Yoo, Seung-Hoon & Lee, Joo Suk & Kwak, Seung-Jun, 2007. "Estimation of residential electricity demand function in Seoul by correction for sample selection bias," Energy Policy, Elsevier, vol. 35(11), pages 5702-5707, November.
    22. Massimo, Filippini, 2011. "Short- and long-run time-of-use price elasticities in Swiss residential electricity demand," Energy Policy, Elsevier, vol. 39(10), pages 5811-5817, October.
    23. Herter, Karen & McAuliffe, Patrick & Rosenfeld, Arthur, 2007. "An exploratory analysis of California residential customer response to critical peak pricing of electricity," Energy, Elsevier, vol. 32(1), pages 25-34.
    24. Ozturk, Ilhan & Acaravci, Ali, 2011. "Electricity consumption and real GDP causality nexus: Evidence from ARDL bounds testing approach for 11 MENA countries," Applied Energy, Elsevier, vol. 88(8), pages 2885-2892, August.
    25. Azzouni, Anees S. & Parmesano, Hethie & Al-Rashed, Saud A., 2008. "Major Electricity Customer Pricing Options: The Case of Saudi Arabia," The Electricity Journal, Elsevier, vol. 21(1), pages 55-69.
    26. Payne, James E., 2010. "A survey of the electricity consumption-growth literature," Applied Energy, Elsevier, vol. 87(3), pages 723-731, March.
    27. Acaravci, Ali & Ozturk, Ilhan, 2010. "Electricity consumption-growth nexus: Evidence from panel data for transition countries," Energy Economics, Elsevier, vol. 32(3), pages 604-608, May.
    28. Kucukali, Serhat, 2010. "Comments on "Energy demand estimation of South Korea using artificial neural network" by Zong Woo Geem and William E. Roper," Energy Policy, Elsevier, vol. 38(10), pages 6379-6380, October.
    29. Lee, Chien-Chiang & Chiu, Yi-Bin, 2011. "Electricity demand elasticities and temperature: Evidence from panel smooth transition regression with instrumental variable approach," Energy Economics, Elsevier, vol. 33(5), pages 896-902, September.
    30. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    31. Geem, Zong Woo & Roper, William E., 2009. "Energy demand estimation of South Korea using artificial neural network," Energy Policy, Elsevier, vol. 37(10), pages 4049-4054, October.
    32. Chao, Hung-po, 2010. "Price-Responsive Demand Management for a Smart Grid World," The Electricity Journal, Elsevier, vol. 23(1), pages 7-20, January.
    33. Hosoe, Nobuhiro & Akiyama, Shu-ichi, 2009. "Regional electric power demand elasticities of Japan's industrial and commercial sectors," Energy Policy, Elsevier, vol. 37(11), pages 4313-4319, November.
    34. Leuthold, Florian & Weigt, Hannes & von Hirschhausen, Christian, 2008. "Efficient pricing for European electricity networks - The theory of nodal pricing applied to feeding-in wind in Germany," Utilities Policy, Elsevier, vol. 16(4), pages 284-291, December.
    35. Peerbocus, Nash, 2007. "Assessment of Reforms in the Electricity Supply Industry: A Review of Some Recent Empirical Studies," The Electricity Journal, Elsevier, vol. 20(2), pages 44-56, March.
    36. Lee, Byoung-Hoon & Ahn, Hyeon-Hyo, 2006. "Electricity industry restructuring revisited: the case of Korea," Energy Policy, Elsevier, vol. 34(10), pages 1115-1126, July.
    37. Almas Heshmati, 2003. "Productivity Growth, Efficiency and Outsourcing in Manufacturing and Service Industries," Journal of Economic Surveys, Wiley Blackwell, vol. 17(1), pages 79-112, February.
    38. Kim, Jin-Ho & Shcherbakova, Anastasia, 2011. "Common failures of demand response," Energy, Elsevier, vol. 36(2), pages 873-880.
    39. Winkler, Harald & Simões, André Felipe & Rovere, Emilio Lèbre la & Alam, Mozaharul & Rahman, Atiq & Mwakasonda, Stanford, 2011. "Access and Affordability of Electricity in Developing Countries," World Development, Elsevier, vol. 39(6), pages 1037-1050, June.
    40. Faruqui, Ahmad & George, Stephen, 2005. "Quantifying Customer Response to Dynamic Pricing," The Electricity Journal, Elsevier, vol. 18(4), pages 53-63, May.
    41. Murata, Akinobu & Kondou, Yasuhiko & Hailin, Mu & Weisheng, Zhou, 2008. "Electricity demand in the Chinese urban household-sector," Applied Energy, Elsevier, vol. 85(12), pages 1113-1125, December.
    42. Ek, Kristina & Söderholm, Patrik, 2008. "Households' switching behavior between electricity suppliers in Sweden," Utilities Policy, Elsevier, vol. 16(4), pages 254-261, December.
    43. Torriti, Jacopo & Hassan, Mohamed G. & Leach, Matthew, 2010. "Demand response experience in Europe: Policies, programmes and implementation," Energy, Elsevier, vol. 35(4), pages 1575-1583.
    44. Mideksa, Torben K. & Kallbekken, Steffen, 2010. "The impact of climate change on the electricity market: A review," Energy Policy, Elsevier, vol. 38(7), pages 3579-3585, July.
    45. Foley, A.M. & Ó Gallachóir, B.P. & Hur, J. & Baldick, R. & McKeogh, E.J., 2010. "A strategic review of electricity systems models," Energy, Elsevier, vol. 35(12), pages 4522-4530.
    46. Allcott, Hunt, 2011. "Rethinking real-time electricity pricing," Resource and Energy Economics, Elsevier, vol. 33(4), pages 820-842.
    47. PHLIPS, Louis, 1988. "Price discrimination: a survey of the theory," LIDAM Reprints CORE 792, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    48. Strbac, Goran, 2008. "Demand side management: Benefits and challenges," Energy Policy, Elsevier, vol. 36(12), pages 4419-4426, December.
    49. Orans, Ren & Woo, C.K. & Horii, Brian & Chait, Michele & DeBenedictis, Andrew, 2010. "Electricity Pricing for Conservation and Load Shifting," The Electricity Journal, Elsevier, vol. 23(3), pages 7-14, April.
    50. Spees, Kathleen & Lave, Lester B., 2007. "Demand Response and Electricity Market Efficiency," The Electricity Journal, Elsevier, vol. 20(3), pages 69-85, April.
    51. Louw, Kate & Conradie, Beatrice & Howells, Mark & Dekenah, Marcus, 2008. "Determinants of electricity demand for newly electrified low-income African households," Energy Policy, Elsevier, vol. 36(8), pages 2814-2820, August.
    52. Herter, Karen, 2007. "Residential implementation of critical-peak pricing of electricity," Energy Policy, Elsevier, vol. 35(4), pages 2121-2130, April.
    53. Ananth V. Iyer & Vinayak Deshpande & Zhengping Wu, 2003. "A Postponement Model for Demand Management," Management Science, INFORMS, vol. 49(8), pages 983-1002, August.
    54. Peter C. Reiss & Matthew W. White, 2005. "Household Electricity Demand, Revisited," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 853-883.
    55. Lester D. Taylor, 1975. "The Demand for Electricity: A Survey," Bell Journal of Economics, The RAND Corporation, vol. 6(1), pages 74-110, Spring.
    56. Jamil, Faisal & Ahmad, Eatzaz, 2011. "Income and price elasticities of electricity demand: Aggregate and sector-wise analyses," Energy Policy, Elsevier, vol. 39(9), pages 5519-5527, September.
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    More about this item

    Keywords

    customer base-line; demand response; demand models; power market; forecast;
    All these keywords.

    JEL classification:

    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • D10 - Microeconomics - - Household Behavior - - - General
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • H30 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - General
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities
    • N70 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - General, International, or Comparative
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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