An Agent Based Simulation Of Smart Metering Technology Adoption
Based on the classic behavioural theory “the Theory of Planned Behaviour”, we develop an agent-based model to simulate the diffusion of smart metering technology in the electricity market. We simulate the emergent adoption of smart metering technology under different management strategies and economic regulations. Our research results show that in terms of boosting the take-off of smart meters in the electricity market, choosing the initial users on a random and geographically dispersed basis and encouraging meter competition between energy suppliers can be two very effective strategies. We also observe an “S-curve” diffusion of smart metering technology and a “lock-in” effect in the model. The research results provide us with insights as to effective policies and strategies for the roll-out of smart metering technology in the electricity market.
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- Hall, Bronwyn H. & Khan, Beethika, 2003.
"Adoption of New Technology,"
Department of Economics, Working Paper Series
qt3wg4p528, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Bunn, Derek W. & Oliveira, Fernando S., 2007. "Agent-based analysis of technological diversification and specialization in electricity markets," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1265-1278, September.
- Nigel Gilbert & Pietro Terna, 2000. "How to build and use agent-based models in social science," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 1(1), pages 57-72, March.
- Rosenberg, Nathan, 1972. "Factors affecting the diffusion of technology," Explorations in Economic History, Elsevier, vol. 10(1), pages 3-33.
- Lopez de Haro, S. & Sanchez Martin, P. & de la Hoz Ardiz, J.E. & Fernandez Caro, J., 2007. "Estimating conjectural variations for electricity market models," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1322-1338, September.
- Sugden, Robert, 1991. "Rational Choice: A Survey of Contributions from Economics and Philosophy," Economic Journal, Royal Economic Society, vol. 101(407), pages 751-85, July.
- Fumiko Hayashi & Elizabeth C. Klee, 2002.
"Technology adoption and consumer payments : evidence from survey data,"
Payments System Research Working Paper
PSR WP 02-01, Federal Reserve Bank of Kansas City.
- Hayashi Fumiko & Klee Elizabeth, 2003. "Technology Adoption and Consumer Payments: Evidence from Survey Data," Review of Network Economics, De Gruyter, vol. 2(2), pages 1-16, June.
- Baldwin, John & Lin, Zhengxi, 2002.
"Impediments to advanced technology adoption for Canadian manufacturers,"
Elsevier, vol. 31(1), pages 1-18, January.
- Lin, Zhengxi & Baldwin, John R., 2001. "Impediments to Advanced Technology Adoption for Canadian Manufacturers," Analytical Studies Branch Research Paper Series 2001173e, Statistics Canada, Analytical Studies Branch.
- Bandiera, Oriana & Rasul, Imran, 2002.
"Social Networks and Technology Adoption in Northern Mozambique,"
CEPR Discussion Papers
3341, C.E.P.R. Discussion Papers.
- Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
- Oriana Bandiera & Imran Rasul, 2002. "Social Networks and Technology Adoption in Northern Mozambique," STICERD - Development Economics Papers - From 2008 this series has been superseded by Economic Organisation and Public Policy Discussion Papers 35, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Oriana Bandiera & Imran Rasul, 2002. "Social networks and technology adoption in Northern Mozambique," LSE Research Online Documents on Economics 3539, London School of Economics and Political Science, LSE Library.
- Christoph H. Loch & Bernardo A. Huberman, 1999. "A Punctuated-Equilibrium Model of Technology Diffusion," Management Science, INFORMS, vol. 45(2), pages 160-177, February.
- Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
- Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-31, March.
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