Two-fold Strategy Towards Sustainable Renewable Energy Networks When Uncertainty is Certain

Ankita Garg, Amritpal Singh, Gagangeet Singh Aujla*, Hongjian Sun

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

With renewable energy sources (RESs) integrated into modern power systems, energy consumers participate in the energy market making the entire network more complex and uncertain. Therefore, adaptive strategies are needed to address the various uncertainties associated the energy network to maintain reliability and achieve sustainability. In this research paper, we propose an integrated two-fold approach that combines competitive market mechanisms cooperative strategies to enhance reliability and resilience in distribution networks under uncertainty. In the normal operational stage, we adopt a competitive approach wherein an optimal price is determined to meet the required consumer demand, facilitating energy sharing among areas and minimising reliance on the grid, thereby reducing carbon emissions associated conventional energy generation. To detect and identify an uncertain event within the network, a heuristic algorithm is proposed, which determines the hidden inter-dependencies among the different network input parameters. Finally, to mitigate the impact of these identified uncertainties, we introduce a cooperative approach wherein all areas leverage the battery storage facilities to ensure continuity of energy supply and minimise overall losses. During an uncertain event, a maximum reduction of 97% is observed in the carbon footprints for the proposed scheme while maintaining the overall profit.

Original languageEnglish
Pages (from-to)1-12
Number of pages12
JournalIEEE Transactions on Consumer Electronics
Early online date7 Oct 2024
DOIs
Publication statusE-pub ahead of print - 7 Oct 2024
Externally publishedYes

Keywords

  • Bayesian analysis
  • cooperative strategy
  • distribution networks
  • reliability
  • renewable energy
  • sustainability

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