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A Decentralized Distribution Market Mechanism Considering Renewable Generation Units with Zero Marginal Costs

Jiajia Yang, Zhao Yang Dong, Fushuan Wen*, Guo Chen, Yichen Qiao

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

A key feature of electricity generation in a distribution network is manifested by renewable generation with zero marginal cost. Existing market mechanisms are likely to fail in supporting such decentralized transactions while providing a reasonable price signal to compensate for the investment cost of renewable generators. Given this background, this paper first describes an average pricing market (APM) mechanism for pricing zero marginal cost renewable generation outputs in the distribution network. Then, a decentralized formulation of the APM mechanism is derived using the alternating direction method of multipliers (ADMM). Convergence of the decentralized mechanism can be guaranteed under some mild conditions for parameter setting. Finally, case studies are carried out to demonstrate the presented market mechanism. Simulation results show that the problem of always bidding a zero price by renewable generators in some existing markets can be avoided. The presented method also provides a solution for organizing decentralized electricity transactions in the distribution network and can converge to similar results with those obtained by the centralized one, with a relative error less than 5%. © 2019 IEEE.
Original languageEnglish
Pages (from-to)1724-1736
JournalIEEE Transactions on Smart Grid
Volume11
Issue number2
Online published20 Sept 2019
DOIs
Publication statusPublished - Mar 2020
Externally publishedYes

Research Keywords

  • decentralized market mechanism
  • Electricity distribution market
  • network constraint
  • privacy of participants
  • zero marginal cost

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