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Integrating household behavior and heterogeneity into the TIMES-Households model

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  • Cayla, Jean-Michel
  • Maïzi, Nadia

Abstract

The importance of household behavior in energy consumption is regularly raised in literature. Nevertheless energy-economy long-term planning models still often represent energy demand by a single mean household and thus fail to capture household behavior. This paper describes the original modeling approach developed within the TIMES model framework in order to take household behavior and heterogeneity into account: the TIMES-Households model. This model depicts both household daily energy consumption and equipment purchasing behavior and focuses on the French residential and transport sectors. We show the importance of taking household heterogeneity into account in long-term planning models within the comparison of two energy price scenarios applied to two different models. Finally, thanks to the highly disaggregated representation of households and their behavior in the model, we address the problem of unrealistic technology diffusion pathways often obtained when using an optimization bottom-up model.

Suggested Citation

  • Cayla, Jean-Michel & Maïzi, Nadia, 2015. "Integrating household behavior and heterogeneity into the TIMES-Households model," Applied Energy, Elsevier, vol. 139(C), pages 56-67.
    • Handle: RePEc:eee:appene:v:139:y:2015:i:c:p:56-67
    DOI: 10.1016/j.apenergy.2014.11.015
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    1. Barr, Stewart & Gilg, Andrew W & Ford, Nicholas, 2005. "The household energy gap: examining the divide between habitual- and purchase-related conservation behaviours," Energy Policy, Elsevier, vol. 33(11), pages 1425-1444, July.
    2. David L. Greene & K.G. Duleep & Walter McManus, 2004. "Future Potential of Hybrid and Diesel Powertrains in the U.S. Light-Duty Vehicle Market," Industrial Organization 0410003, University Library of Munich, Germany.
    3. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    4. Axsen, Jonn & Mountain, Dean C. & Jaccard, Mark, 2009. "Combining stated and revealed choice research to simulate the neighbor effect: The case of hybrid-electric vehicles," Institute of Transportation Studies, Working Paper Series qt02n9j6cv, Institute of Transportation Studies, UC Davis.
    5. Vringer, Kees & Aalbers, Theo & Blok, Kornelis, 2007. "Household energy requirement and value patterns," Energy Policy, Elsevier, vol. 35(1), pages 553-566, January.
    6. Axsen, Jonn & Mountain, Dean C. & Jaccard, Mark, 2009. "Combining stated and revealed choice research to simulate the neighbor effect: The case of hybrid-electric vehicles," Resource and Energy Economics, Elsevier, vol. 31(3), pages 221-238, August.
    7. Mundaca, Luis, 2008. "Markets for energy efficiency: Exploring the implications of an EU-wide 'Tradable White Certificate' scheme," Energy Economics, Elsevier, vol. 30(6), pages 3016-3043, November.
    8. Druckman, A. & Jackson, T., 2008. "Household energy consumption in the UK: A highly geographically and socio-economically disaggregated model," Energy Policy, Elsevier, vol. 36(8), pages 3167-3182, August.
    9. Jaffe, Adam B. & Stavins, Robert N., 1994. "The energy paradox and the diffusion of conservation technology," Resource and Energy Economics, Elsevier, vol. 16(2), pages 91-122, May.
    10. Charles Raux & Jean-Pierre Traisnel & Pascal Pochet & Mindjid Maïzia & Yves Croissant & Vincent Bagard & Pierre-Yves Péguy, 2006. "Analyse et modélisation des comportements transports-habitat-localisations. ETHEL. Rapport R3," Working Papers halshs-00958585, HAL.
    11. Marie-Hélène Massot & Jimmy Armoogum & Patrick Bonnel & David Caubel, 2004. "Une ville sans voiture : utopie ?," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(5), pages 753-778.
    12. Mau, Paulus & Eyzaguirre, Jimena & Jaccard, Mark & Collins-Dodd, Colleen & Tiedemann, Kenneth, 2008. "The 'neighbor effect': Simulating dynamics in consumer preferences for new vehicle technologies," Ecological Economics, Elsevier, vol. 68(1-2), pages 504-516, December.
    13. Hassett, Kevin A. & Metcalf, Gilbert E., 1993. "Energy conservation investment : Do consumers discount the future correctly?," Energy Policy, Elsevier, vol. 21(6), pages 710-716, June.
    14. Cayla, Jean-Michel & Maizi, Nadia & Marchand, Christophe, 2011. "The role of income in energy consumption behaviour: Evidence from French households data," Energy Policy, Elsevier, vol. 39(12), pages 7874-7883.
    15. Darby, Sarah, 2006. "Social learning and public policy: Lessons from an energy-conscious village," Energy Policy, Elsevier, vol. 34(17), pages 2929-2940, November.
    16. Kenneth Gillingham & Richard G. Newell & Karen Palmer, 2009. "Energy Efficiency Economics and Policy," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 597-620, September.
    17. Huppmann, Daniel & Egging, Ruud, 2014. "Market power, fuel substitution and infrastructure – A large-scale equilibrium model of global energy markets," Energy, Elsevier, vol. 75(C), pages 483-500.
    18. Mahapatra, Krushna & Gustavsson, Leif, 2008. "An adopter-centric approach to analyze the diffusion patterns of innovative residential heating systems in Sweden," Energy Policy, Elsevier, vol. 36(2), pages 577-590, February.
    19. Dreyfus, Mark K & Viscusi, W Kip, 1995. "Rates of Time Preference and Consumer Valuations of Automobile Safety and Fuel Efficiency," Journal of Law and Economics, University of Chicago Press, vol. 38(1), pages 79-105, April.
    20. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    21. Train, Kenneth, 1985. "Discount rates in consumers' energy-related decisions: A review of the literature," Energy, Elsevier, vol. 10(12), pages 1243-1253.
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