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Technology substitution in the electricity sector - a top down approach with bottom up characteristics

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  • Truong, Truong P.
  • Hamasaki, Hiroshi

Abstract

The electricity sector in most CGE models is often highly aggregate lacking in the technology details that can describe the substitution between different energy inputs in the sector. To introduce these details into a CGE model, the first step is to disaggregate the total output of the electricity sector into outputs of different technologies, then ‘re-combining’ these back into the total output of the sector. Some issues arise during these processes: (1) how the cost structures of different technologies can be adequately represented, (2) how the substitution between these technologies can be explained. A conventional approach with regard to (1) is to assume that technology costs are represented simply by a ‘levelised’ cost index, but this masks the distinction between running costs and capacity utilization costs. With regard to (2) the conventional approach is to treat technology substitution as though competition between ‘intermediate inputs’ in an aggregate production function, but this ignores the fact that electricity outputs are homogenous and must be considered as near perfect substitutes. Near perfect substitutes, however, can lead to corner solutions, therefore to overcome this problem, capacity constraints such as in a mathematical programming approach must be introduced. In this paper, we propose an alternative method to the conventional approach which can be simpler and also more effective in handling capacity issues and technology output substitutions in the electricity generation sector. The proposed new method can be considered as though a hybrid between the top-down aggregate production function approach and a bottom-up mathematical programming approach but which can combine the important characteristics of both. The new approach is implemented to an existing CGE model (GTAP-E) to arrive at a new model called GTAP-E2. The new model in then applied in two simulation experiments to illustrate the usefulness of the new approach. The first experiment looks at the short run impacts of the Fukushima nuclear electricity accidents in Japan in 2011 and the second experiment looks at the long run impacts of the imposition of Japan's Post-Kyoto climate change and energy policies on the Japanese electricity sector for the period between 2013 and 2030.

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  • Truong, Truong P. & Hamasaki, Hiroshi, 2021. "Technology substitution in the electricity sector - a top down approach with bottom up characteristics," Energy Economics, Elsevier, vol. 101(C).
  • Handle: RePEc:eee:eneeco:v:101:y:2021:i:c:s0140988321003443
    DOI: 10.1016/j.eneco.2021.105457
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    1. Angel Aguiar & Badri Narayanan & Robert McDougall, 2016. "An Overview of the GTAP 9 Data Base," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 1(1), pages 181-208, June.
    2. Locatelli, Giorgio & Boarin, Sara & Pellegrino, Francesco & Ricotti, Marco E., 2015. "Load following with Small Modular Reactors (SMR): A real options analysis," Energy, Elsevier, vol. 80(C), pages 41-54.
    3. Peter B. Dixon & Maureen T. Rimmer, 2003. "A New Specification of Labour Supply in the MONASH Model with an Illustrative Application," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 36(1), pages 22-40, March.
    4. Cai, Yiyong & Arora, Vipin, 2015. "Disaggregating electricity generation technologies in CGE models: A revised technology bundle approach with an application to the U.S. Clean Power Plan," Applied Energy, Elsevier, vol. 154(C), pages 543-555.
    5. Peter B. Dixon & Maureen T. Rimmer, 2006. "The Displacement Effect of Labour‐Market Programs: MONASH Analysis," The Economic Record, The Economic Society of Australia, vol. 82(s1), pages 26-40, September.
    6. Truong P. Truong & Claudia Kemfert & Jean-Marc Burniaux, 2007. "GTAP-E: An Energy-Environmental Version of the GTAP Model with Emission Trading," Discussion Papers of DIW Berlin 668, DIW Berlin, German Institute for Economic Research.
    7. Jean Château & Rob Dellink & Elisa Lanzi, 2014. "An Overview of the OECD ENV-Linkages Model: Version 3," OECD Environment Working Papers 65, OECD Publishing.
    8. Schumacher, Katja & Sands, Ronald D., 2007. "Where are the industrial technologies in energy-economy models? An innovative CGE approach for steel production in Germany," Energy Economics, Elsevier, vol. 29(4), pages 799-825, July.
    9. Burniaux, Jean-Marc & Truong Truong, 2002. "GTAP-E: An Energy-Environmental Version of the GTAP Model," GTAP Technical Papers 923, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
    10. Burniaux, Jean-March & Truong, Truong P., 2002. "Gtap-E: An Energy-Environmental Version Of The Gtap Model," Technical Papers 28705, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    11. Bohringer, Christoph & Rutherford, Thomas F., 2008. "Combining bottom-up and top-down," Energy Economics, Elsevier, vol. 30(2), pages 574-596, March.
    12. Truong, Truong P. & Hensher, David A., 2014. "Linking discrete choice to continuous demand in a spatial computable general equilibrium model," Journal of choice modelling, Elsevier, vol. 12(C), pages 21-46.
    13. Hanoch, Giora, 1971. "CRESH Production Functions," Econometrica, Econometric Society, vol. 39(5), pages 695-712, September.
    14. Truong P. Truong & Claudia Kemfert, 2010. "WIATEC: A World Integrated Assessment Model of Global Trade Environment and Climate Change," Discussion Papers of DIW Berlin 1021, DIW Berlin, German Institute for Economic Research.
    15. James A. Giesecke & Nhi Hoang Tran & Erwin L. Corong & Steven Jaffee, 2013. "Rice Land Designation Policy in Vietnam and the Implications of Policy Reform for Food Security and Economic Welfare," Journal of Development Studies, Taylor & Francis Journals, vol. 49(9), pages 1202-1218, September.
    16. P. Capros & Denise Van Regemorter & Leonidas Paroussos & P. Karkatsoulis & C. Fragkiadakis & S. Tsani & I. Charalampidis & Tamas Revesz, 2013. "GEM-E3 Model Documentation," JRC Research Reports JRC83177, Joint Research Centre.
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