Optimization of Local Energy Internet Based on a Multi-objective Linear Weighted Sum Salp Swarm Algorithm

Based on the Energy Internet system model, this paper establishes different types of independent energy hub optimization models, and uses the Salp Swarm Intelligent Optimization Algorithm to solve this type of model. In this paper, the traditional Intelligent Optimization Algorithm for Salp Swarm population is improved, and this paper proposes a novel multi-objective linear weighted sum Salp Swarm algorithm for solving the optimization problem. The new algorithm have the advantages of fast speed and high accuracy in solving energy management problems.

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Publication Details

Published
2024-11-29
DOI
https://doi.org/10.1109/ei264398.2024.10991932
Primary Topic
Power Systems and Technologies
Type
article
Field-Weighted Citation Impact
0.00
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Optimization of Local Energy Internet Based on a Multi-objective Linear Weighted Sum Salp Swarm Algorithm

Nanhui Gu, Xiaotong Ren, Zairan Liu, Li Yang et al.
Power Systems and Technologies
article

Optimization of Local Energy Internet Based on a Multi-objective Linear Weighted Sum Salp Swarm Algorithm

Nanhui Gu, Xiaotong Ren, Zairan Liu, Li Yang, Yuting Tao
article en

Abstract

Based on the Energy Internet system model, this paper establishes different types of independent energy hub optimization models, and uses the Salp Swarm Intelligent Optimization Algorithm to solve this type of model. In this paper, the traditional Intelligent Optimization Algorithm for Salp Swarm population is improved, and this paper proposes a novel multi-objective linear weighted sum Salp Swarm algorithm for solving the optimization problem. The new algorithm have the advantages of fast speed and high accuracy in solving energy management problems.

Sinolight (China) (CN), Inner Mongolia Electric Power (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 72%
Power Systems and Technologies
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