Research on the Application of the Comprehensive Evaluation Method Based on The Dtw Algorithm in the Post-Evaluation of the Power Distribution Network

There is a problem with incorrect performance placement in the application study that occurs after the power distribution network assessment, which is a vital part of the complete evaluation process. In a thorough assessment approach, the phase limit is an obstacle that the conventional Associative rule mining algorithm cannot overcome, leading to inadequate results. The outcome is an assessment of the comprehensive evaluation technique's application to the post-evaluation of distribution networks and the provision of an evaluation method based on the DTW algorithm. Starting with the application study in the post-evaluation of power distribution network's needs to decrease interference factors, the indicators are split according to the excavate theory, which is used to discover the influencing elements. Next, we use the underlying theory to develop a DTW algorithm application study for a power distribution network design that has undergone post-evaluation. We then carefully analyze the results of this research. When comparing the two algorithms for post-evaluation power distribution network accuracy and time of influencing factors, the DTW approach performs better than the conventional Associative rule mining technique, according to the MATLAB simulation findings.

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Published
2024-10-25
DOI
https://doi.org/10.1109/gccit63234.2024.10862952
Primary Topic
Educational Reforms and Innovations
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article
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Research on the Application of the Comprehensive Evaluation Method Based on The Dtw Algorithm in the Post-Evaluation of the Power Distribution Network

Shuxin Li, Mengtian Yu, Zhengyu Zhu, Xu Li et al.
Educational Reforms and Innovations
article

Research on the Application of the Comprehensive Evaluation Method Based on The Dtw Algorithm in the Post-Evaluation of the Power Distribution Network

Shuxin Li, Mengtian Yu, Zhengyu Zhu, Xu Li, Jinqi Lu
article en

Abstract

There is a problem with incorrect performance placement in the application study that occurs after the power distribution network assessment, which is a vital part of the complete evaluation process. In a thorough assessment approach, the phase limit is an obstacle that the conventional Associative rule mining algorithm cannot overcome, leading to inadequate results. The outcome is an assessment of the comprehensive evaluation technique's application to the post-evaluation of distribution networks and the provision of an evaluation method based on the DTW algorithm. Starting with the application study in the post-evaluation of power distribution network's needs to decrease interference factors, the indicators are split according to the excavate theory, which is used to discover the influencing elements. Next, we use the underlying theory to develop a DTW algorithm application study for a power distribution network design that has undergone post-evaluation. We then carefully analyze the results of this research. When comparing the two algorithms for post-evaluation power distribution network accuracy and time of influencing factors, the DTW approach performs better than the conventional Associative rule mining technique, according to the MATLAB simulation findings.

State Grid Corporation of China (China) (CN), Qianjiang Central Hospital (CN), Jingzhou Central Hospital (CN), State Grid Nanjing Power Supply Company (China)
Affordable and clean energy
Openalex Percentile: Top 63%
Educational Reforms and Innovations
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Research on the Application of the Comprehensive Evaluation Method Based on The Dtw Algorithm in the Post-Evaluation of the Power Distribution Network — Shuxin Li, Mengtian Yu, et al. · (2024) | TGRS Research Map | TGRS