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Hierarchical dispatch using two-stage optimisation for electricity markets in smart grid

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  • Jie Yang
  • Guoshan Zhang
  • Kai Ma

Abstract

This paper proposes a hierarchical dispatch method for the electricity markets consisting of wholesale markets and retail markets. In the wholesale markets, the generators and the retailers decide the generation and the purchase according to the market-clearing price. In the retail markets, the retailers set the retail price to adjust the electricity consumption of the consumers. Due to the two-way communications in smart grid, the retailers can decide the electricity purchase from the wholesale markets based on the information on electricity usage of consumers in the retail markets. We establish the hierarchical dispatch model for the wholesale markets and the retail markets and develop distributed algorithms to search for the optimal generation, purchase, and consumption. Numerical results show the balance between the supply and demand, the profits of the retailers, and the convergence of the distributed algorithms.

Suggested Citation

  • Jie Yang & Guoshan Zhang & Kai Ma, 2016. "Hierarchical dispatch using two-stage optimisation for electricity markets in smart grid," International Journal of Systems Science, Taylor & Francis Journals, vol. 47(15), pages 3529-3536, November.
    • Handle: RePEc:taf:tsysxx:v:47:y:2016:i:15:p:3529-3536
    DOI: 10.1080/00207721.2015.1090042
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    References listed on IDEAS

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    1. Spees, Kathleen & Lave, Lester B., 2007. "Demand Response and Electricity Market Efficiency," The Electricity Journal, Elsevier, vol. 20(3), pages 69-85, April.
    2. V.G. Asouti & K.C. Giannakoglou, 2012. "A low-cost evolutionary algorithm for the unit commitment problem considering probabilistic unit outages," International Journal of Systems Science, Taylor & Francis Journals, vol. 43(7), pages 1322-1335.
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