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Dynamics of energy technology diffusion under uncertainty

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  • Li Li
  • Junqi Liu
  • Lei Zhu

Abstract

The carbon emissions trading scheme combined with feed‐in tariff policy is viewed as a feasible policy mix to promote the energy system transferring to low or near‐ zero‐carbon emissions. To investigate the interaction between such policy mix and the diffusion of energy technologies, we establish a stochastic programming model to describe the technology choice between renewable and fossil energy technologies. The uncertain carbon price and “merit order” effect have been introduced in our model. The Kuhn‐Tucker Lagrangian is adopted to derive the model solution and we present several integrals of uncertain carbon prices to analyze the patterns of technologies diffusion, as well as how the electricity price be determined with “merit order” effect. With the model we demonstrated, in a deregulated electricity market with the uncertain carbon price, the diffusion of renewables follows an S‐shaped pattern that is related to the tariff and carbon price levels, and a negative electricity price is possible once the renewables come to dominate the entire market supply. Although there exists a choice related to the low‐carbon technology for the system planner, the room for such technology diffusion can be eliminated as the technology progress of renewables.

Suggested Citation

  • Li Li & Junqi Liu & Lei Zhu, 2020. "Dynamics of energy technology diffusion under uncertainty," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 36(5), pages 795-808, September.
  • Handle: RePEc:wly:apsmbi:v:36:y:2020:i:5:p:795-808
    DOI: 10.1002/asmb.2530
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    1. Böckers, Veit & Giessing, Leonie & Rösch, Jürgen, 2013. "The green game changer: An empirical assessment of the effects of wind and solar power on the merit order," DICE Discussion Papers 104, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    2. Helm, Carsten & Mier, Mathias, 2016. "Efficient diffusion of renewable energies: A roller-coaster ride," VfS Annual Conference 2016 (Augsburg): Demographic Change 145893, Verein für Socialpolitik / German Economic Association.
    3. Green, Richard & Léautier, Thomas-Olivier, 2015. "Do costs fall faster than revenues? Dynamics of renewables entry into electricity markets," TSE Working Papers 15-591, Toulouse School of Economics (TSE).
    4. Cameron Hepburn & Jacquelyn Pless & David Popp, 2018. "Policy Brief—Encouraging Innovation that Protects Environmental Systems: Five Policy Proposals," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 154-169.
    5. Christian Gollier and Jean Tirole, 2015. "Negotiating effective institutions against climate change," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
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    Cited by:

    1. Wang, Ge & Zhang, Qi & Su, Bin & Shen, Bo & Li, Yan & Li, Zhengjun, 2021. "Coordination of tradable carbon emission permits market and renewable electricity certificates market in China," Energy Economics, Elsevier, vol. 93(C).

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