Reliability Analysis and Optimization of Distribution Network with Distributed Generation

With the access of distributed generation, the distribution network is facing the problem of voltage quality degradation and cost increase.In this paper, Markov Monte Carlo simulation method (MCMC) is used to verify the influence of distributed generation access on distribution network.Secondly, the model based on particle swarm optimization (PSO) and K-means clustering algorithm is used to minimize the cost.Finally, the improved IEEE-33 node system is used to verify the example.

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Publication Details

Journal
Proceedings of International Conference on Artificial Life and Robotics
Published
2025-02-13
DOI
https://doi.org/10.5954/icarob.2025.os6-1
Primary Topic
Smart Grid and Power Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Reliability Analysis and Optimization of Distribution Network with Distributed Generation

Peng Wang, Mengyuan Hu
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Proceedings of International Conference on Artificial Life and Robotics
Smart Grid and Power Systems
article

Reliability Analysis and Optimization of Distribution Network with Distributed Generation

Peng Wang, Mengyuan Hu
article en

Abstract

With the access of distributed generation, the distribution network is facing the problem of voltage quality degradation and cost increase.In this paper, Markov Monte Carlo simulation method (MCMC) is used to verify the influence of distributed generation access on distribution network.Secondly, the model based on particle swarm optimization (PSO) and K-means clustering algorithm is used to minimize the cost.Finally, the improved IEEE-33 node system is used to verify the example.

Proceedings of International Conference on Artificial Life and RoboticsVol. 30
Tianjin University of Science and Technology (CN)
Openalex Percentile: Top 88%
Smart Grid and Power Systems
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