Zhejiang dianli (Feb 2024)

A power grid investment portfolio strategy based on Shapley value and global harmony search algorithm

  • KANG Peng,
  • SUN Anli,
  • TANG Libo,
  • LIU Ziyi,
  • ZHANG Jinliang

DOI
https://doi.org/10.19585/j.zjdl.202402006
Journal volume & issue
Vol. 43, no. 2
pp. 49 – 57

Abstract

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With the accelerated advancement of the construction of new-type power systems and the increasing intensity of grid investment, power grid enterprises have to explore more rational and efficient investment strategies to achieve optimal comprehensive benefits. To this end, taking into account the economic, social, environmental, and safety dimensions and optimizing the comprehensive benefits of grid project investments, a study on investment portfolio strategies is conducted. Firstly, the Shapley value method is applied to allocate the proportions of various benefit functions, revealing the characteristics of different benefit indicators. Secondly, given the key constraints such as investment capacity and load demand, an optimal model for grid project investment portfolios is developed, and the global harmony search algorithm (GHSA) is employed for solution finding. Finally, a case study is constructed to investigate the investment portfolio strategy. The results demonstrate that the proposed approach can assist decision-makers in formulating optimal investment strategies in the new situation.

Keywords