Research on optimal operation of novel micro-grid under dual-carbon target

The optimal operation of micro-grid can provide a strong guarantee for the efficient utilization of distributed power and renewable energy. In order to solve the problem of optimal operation of micro-grid with a large proportion of distributed power supply, this paper proposes an optimal operation scheme of novel micro-grid. Bald eagle search (BES) optimization algorithm with concave function and Gaussian mutation operator is applied to the optimal operation of micro-grid with a large proportion of energy storage devices. On the basis of ordered charge-discharge arrangement for energy storage device, the optimal operation model of micro-grid is established considering the lowest cost of power generation, environmental benefits and the least power loss, and membership function in fuzzy mathematics is used to simplify the multiple objective functions. The improved BES optimization algorithm is used to solve the function model of two kinds of optimization schemes. Simulation results verify the accuracy and superiority of the proposed optimization scheme and the improved BES algorithm.

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Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-03-01
DOI
https://doi.org/10.19753/j.issn1001-1390.2025.03.006
Primary Topic
Employment, Labor, and Gender Studies
Type
article
Field-Weighted Citation Impact
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article

Research on optimal operation of novel micro-grid under dual-carbon target

SHILAP Revista de lepidopterología
Employment, Labor, and Gender Studies
article

Research on optimal operation of novel micro-grid under dual-carbon target

article en

Abstract

The optimal operation of micro-grid can provide a strong guarantee for the efficient utilization of distributed power and renewable energy. In order to solve the problem of optimal operation of micro-grid with a large proportion of distributed power supply, this paper proposes an optimal operation scheme of novel micro-grid. Bald eagle search (BES) optimization algorithm with concave function and Gaussian mutation operator is applied to the optimal operation of micro-grid with a large proportion of energy storage devices. On the basis of ordered charge-discharge arrangement for energy storage device, the optimal operation model of micro-grid is established considering the lowest cost of power generation, environmental benefits and the least power loss, and membership function in fuzzy mathematics is used to simplify the multiple objective functions. The improved BES optimization algorithm is used to solve the function model of two kinds of optimization schemes. Simulation results verify the accuracy and superiority of the proposed optimization scheme and the improved BES algorithm.

SHILAP Revista de lepidopterología
Shanghai Electric (China) (CN), Qingdao University of Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 52%
Employment, Labor, and Gender Studies
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Research on optimal operation of novel micro-grid under dual-carbon target · SHILAP Revista de lepidopterología (2025) | TGRS Research Map | TGRS