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Framework for estimation of the direct rebound effect for residential photovoltaic systems

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  • Toroghi, Shahaboddin H.
  • Oliver, Matthew E.

Abstract

Over the past two decades the market for residential rooftop photovoltaic (PV) systems has grown substantially due mainly to declining costs—a trend that is expected to continue. One drawback of PV system diffusion is the potential for a rebound effect, a well-known economic response through which potential energy savings are partially offset by increased demand resulting from lower energy costs. Our work differs from the existing literature, however, because the rebound effect associated with the adoption of rooftop PV is due not to an improvement in energy efficiency, but to the availability of a zero-marginal cost alternative to grid electricity. This paper develops a novel method for estimating the rebound effect for rooftop PV based on economic and geographic information systems modeling. The method is illustrated through a numerical example, using neighborhood-level data from Fulton County, Georgia, USA. We discuss possible applications of our proposed method, which include (i) enhancing the predictive capability for conventional power grid managers in balancing forecasted demand with dispatchable supply, and (ii) aiding policy makers in designing policies to mitigate the rebound effect associated with solar PV adoption.

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  • Toroghi, Shahaboddin H. & Oliver, Matthew E., 2019. "Framework for estimation of the direct rebound effect for residential photovoltaic systems," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    • Handle: RePEc:eee:appene:v:251:y:2019:i:c:74
    DOI: 10.1016/j.apenergy.2019.113391
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    as
    1. Sam Aflaki & Serguei Netessine, 2017. "Strategic Investment in Renewable Energy Sources: The Effect of Supply Intermittency," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 489-507, July.
    2. Joshua Linn, 2016. "The Rebound Effect for Passenger Vehicles," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    3. Paola Giuliano & Nathan Nunn, 2021. "Understanding Cultural Persistence and Change [Cultural Assimilation During the Age of Mass Migration]," Review of Economic Studies, Oxford University Press, vol. 88(4), pages 1541-1581.
    4. Nemet, Gregory F. & O’Shaughnessy, Eric & Wiser, Ryan & Darghouth, Naïm & Barbose, Galen & Gillingham, Ken & Rai, Varun, 2017. "Characteristics of low-priced solar PV systems in the U.S," Applied Energy, Elsevier, vol. 187(C), pages 501-513.
    5. Nahata, Babu & Izyumov, Alexei & Busygin, Vladimir & Mishura, Anna, 2007. "Application of Ramsey model in transition economy: A Russian case study," Energy Economics, Elsevier, vol. 29(1), pages 105-125, January.
    6. Yekini Suberu, Mohammed & Wazir Mustafa, Mohd & Bashir, Nouruddeen, 2014. "Energy storage systems for renewable energy power sector integration and mitigation of intermittency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 499-514.
    7. Sorrell, Steve & Dimitropoulos, John, 2008. "The rebound effect: Microeconomic definitions, limitations and extensions," Ecological Economics, Elsevier, vol. 65(3), pages 636-649, April.
    8. Arent, Douglas J. & Wise, Alison & Gelman, Rachel, 2011. "The status and prospects of renewable energy for combating global warming," Energy Economics, Elsevier, vol. 33(4), pages 584-593, July.
    9. Wang, H. & Zhou, D.Q. & Zhou, P. & Zha, D.L., 2012. "Direct rebound effect for passenger transport: Empirical evidence from Hong Kong," Applied Energy, Elsevier, vol. 92(C), pages 162-167.
    10. Barker, Terry & Ekins, Paul & Foxon, Tim, 2007. "The macro-economic rebound effect and the UK economy," Energy Policy, Elsevier, vol. 35(10), pages 4935-4946, October.
    11. Ziramba, Emmanuel, 2008. "The demand for residential electricity in South Africa," Energy Policy, Elsevier, vol. 36(9), pages 3460-3466, September.
    12. Katrina Jessoe & David Rapson, 2014. "Knowledge Is (Less) Power: Experimental Evidence from Residential Energy Use," American Economic Review, American Economic Association, vol. 104(4), pages 1417-1438, April.
    13. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    14. Koichiro Ito, 2014. "Do Consumers Respond to Marginal or Average Price? Evidence from Nonlinear Electricity Pricing," American Economic Review, American Economic Association, vol. 104(2), pages 537-563, February.
    15. Paul L. Joskow, 2008. "Lessons Learned From Electricity Market Liberalization," The Energy Journal, , vol. 29(2_suppl), pages 9-42, December.
    16. Matos, Fernando J.F. & Silva, Francisco J.F., 2011. "The rebound effect on road freight transport: Empirical evidence from Portugal," Energy Policy, Elsevier, vol. 39(5), pages 2833-2841, May.
    17. Kenneth Gillingham & David Rapson & Gernot Wagner, 2016. "The Rebound Effect and Energy Efficiency Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 68-88.
    18. Havas, Lisa & Ballweg, Julie & Penna, Chris & Race, Digby, 2015. "Power to change: Analysis of household participation in a renewable energy and energy efficiency programme in Central Australia," Energy Policy, Elsevier, vol. 87(C), pages 325-333.
    19. Halicioglu, Ferda, 2007. "Residential electricity demand dynamics in Turkey," Energy Economics, Elsevier, vol. 29(2), pages 199-210, March.
    20. Harish, V.S.K.V. & Kumar, Arun, 2016. "A review on modeling and simulation of building energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 1272-1292.
    21. Saunders, Harry D., 2013. "Historical evidence for energy efficiency rebound in 30 US sectors and a toolkit for rebound analysts," Technological Forecasting and Social Change, Elsevier, vol. 80(7), pages 1317-1330.
    22. Zahedi, A., 2011. "Maximizing solar PV energy penetration using energy storage technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 866-870, January.
    23. Frondel, Manuel & Schmidt, Christoph M., 2005. "Evaluating environmental programs: The perspective of modern evaluation research," Ecological Economics, Elsevier, vol. 55(4), pages 515-526, December.
    24. Wang, H. & Zhou, P. & Zhou, D.Q., 2012. "An empirical study of direct rebound effect for passenger transport in urban China," Energy Economics, Elsevier, vol. 34(2), pages 452-460.
    25. Martin D. D. Evans & Richard K. Lyons, 2017. "Understanding Order Flow," World Scientific Book Chapters, in: Studies in Foreign Exchange Economics, chapter 13, pages 507-546, World Scientific Publishing Co. Pte. Ltd..
    26. Nathan W. Chan & Kenneth Gillingham, 2015. "The Microeconomic Theory of the Rebound Effect and Its Welfare Implications," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 133-159.
    27. repec:cup:cbooks:9781107005198 is not listed on IDEAS
    28. Brookes, L. G., 1978. "Energy policy, the energy price fallacy and the role of nuclear energy in the UK," Energy Policy, Elsevier, vol. 6(2), pages 94-106, June.
    29. Druckman, Angela & Chitnis, Mona & Sorrell, Steve & Jackson, Tim, 2011. "Missing carbon reductions? Exploring rebound and backfire effects in UK households," Energy Policy, Elsevier, vol. 39(6), pages 3572-3581, June.
    30. Timilsina, Govinda R. & Kurdgelashvili, Lado & Narbel, Patrick A., 2011. "A review of solar energy : markets, economics and policies," Policy Research Working Paper Series 5845, The World Bank.
    31. Font Vivanco, David & Kemp, René & van der Voet, Ester, 2016. "How to deal with the rebound effect? A policy-oriented approach," Energy Policy, Elsevier, vol. 94(C), pages 114-125.
    32. David L. Greene & James R. Kahn & Robert C. Gibson, 1999. "Fuel Economy Rebound Effect for U.S. Household Vehicles," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 1-31.
    33. Deng, Gary & Newton, Peter, 2017. "Assessing the impact of solar PV on domestic electricity consumption: Exploring the prospect of rebound effects," Energy Policy, Elsevier, vol. 110(C), pages 313-324.
    34. Athukorala, P.P.A Wasantha & Wilson, Clevo, 2010. "Estimating short and long-term residential demand for electricity: New evidence from Sri Lanka," Energy Economics, Elsevier, vol. 32(Supplemen), pages 34-40, September.
    35. Hsu, David, 2015. "Identifying key variables and interactions in statistical models of building energy consumption using regularization," Energy, Elsevier, vol. 83(C), pages 144-155.
    36. Bentzen, Jan, 2004. "Estimating the rebound effect in US manufacturing energy consumption," Energy Economics, Elsevier, vol. 26(1), pages 123-134, January.
    37. Athukorala, P.P.A Wasantha & Wilson, Clevo, 2010. "Estimating short and long-term residential demand for electricity: New evidence from Sri Lanka," Energy Economics, Elsevier, vol. 32(Supplemen), pages 34-40, September.
    38. Brannlund, Runar & Ghalwash, Tarek & Nordstrom, Jonas, 2007. "Increased energy efficiency and the rebound effect: Effects on consumption and emissions," Energy Economics, Elsevier, vol. 29(1), pages 1-17, January.
    39. Winebrake, James J. & Green, Erin H. & Comer, Bryan & Corbett, James J. & Froman, Sarah, 2012. "Estimating the direct rebound effect for on-road freight transportation," Energy Policy, Elsevier, vol. 48(C), pages 252-259.
    40. Jin, Sang-Hyeon, 2007. "The effectiveness of energy efficiency improvement in a developing country: Rebound effect of residential electricity use in South Korea," Energy Policy, Elsevier, vol. 35(11), pages 5622-5629, November.
    41. Ouyang, Jinlong & Long, Enshen & Hokao, Kazunori, 2010. "Rebound effect in Chinese household energy efficiency and solution for mitigating it," Energy, Elsevier, vol. 35(12), pages 5269-5276.
    42. repec:cup:cbooks:9780521182935 is not listed on IDEAS
    43. Wang, Zhaohua & Lu, Milin, 2014. "An empirical study of direct rebound effect for road freight transport in China," Applied Energy, Elsevier, vol. 133(C), pages 274-281.
    44. Binswanger, Mathias, 2001. "Technological progress and sustainable development: what about the rebound effect?," Ecological Economics, Elsevier, vol. 36(1), pages 119-132, January.
    45. Haas, Reinhard & Biermayr, Peter, 2000. "The rebound effect for space heating Empirical evidence from Austria," Energy Policy, Elsevier, vol. 28(6-7), pages 403-410, June.
    46. Jaeyong An & P. R. Kumar & Le Xie, 2016. "Dynamic Modeling of Price Responsive Demand in Real-time Electricity Market: Empirical Analysis," Papers 1612.05021, arXiv.org.
    47. J. Daniel Khazzoom, 1980. "Economic Implications of Mandated Efficiency in Standards for Household Appliances," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 21-40.
    48. Allcott, Hunt, 2011. "Rethinking real-time electricity pricing," Resource and Energy Economics, Elsevier, vol. 33(4), pages 820-842.
    49. Yu, Xuewei & Moreno-Cruz, Juan & Crittenden, John C., 2015. "Regional energy rebound effect: The impact of economy-wide and sector level energy efficiency improvement in Georgia, USA," Energy Policy, Elsevier, vol. 87(C), pages 250-259.
    50. Griffin, James M. & Puller, Steven L. (ed.), 2005. "Electricity Deregulation," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226308562, September.
    51. Amasyali, Kadir & El-Gohary, Nora M., 2018. "A review of data-driven building energy consumption prediction studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1192-1205.
    52. Dimitropoulos, John, 2007. "Energy productivity improvements and the rebound effect: An overview of the state of knowledge," Energy Policy, Elsevier, vol. 35(12), pages 6354-6363, December.
    53. Font Vivanco, David & McDowall, Will & Freire-González, Jaume & Kemp, René & van der Voet, Ester, 2016. "The foundations of the environmental rebound effect and its contribution towards a general framework," Ecological Economics, Elsevier, vol. 125(C), pages 60-69.
    54. Sorrell, Steve & Dimitropoulos, John & Sommerville, Matt, 2009. "Empirical estimates of the direct rebound effect: A review," Energy Policy, Elsevier, vol. 37(4), pages 1356-1371, April.
    55. 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.
    56. Berkhout, Peter H. G. & Muskens, Jos C. & W. Velthuijsen, Jan, 2000. "Defining the rebound effect," Energy Policy, Elsevier, vol. 28(6-7), pages 425-432, June.
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