A method for assessing and localizing protection measurement loop errors based on an improved similarity algorithm

Author:

Mu ZongJun1,Liu Deng Xin1,Hu Bin1,Li Zhen1

Affiliation:

1. Dept. XJ Electric Co.,Ltd

Abstract

Abstract This paper proposes the EWM-EDTS algorithm for localizing errors in measurement loops of power system relay protection devices. The algorithm integrates Euclidean distance and Tanimoto similarity using the entropy weight method. Two sets of measurement data with correlated physical information are selected based on the power station's topology. The Euclidean distance and Tanimoto similarity algorithms are used to calculate a sequence of distance values that characterize the dispersion of the two sets of data. then the entropy power method is introduced to calculate the dynamic entropy value of the two sets of sequences, which serves as a distance value weighting and fuses to generate the distance value of the EWM-EDTS, and compares it with the distance threshold value constituted by the measurement data under the normal working condition to realize the error localization of the real-time measurement data. Real-time measurement data error localization.

Publisher

Research Square Platform LLC

Reference21 articles.

1. Z. Cao, J. Dai, W. Xu and C. Chang, "Sparse Bayesian Learning Approach for Compound Bearing Fault Diagnosis," in IEEE Transactions on Industrial Informatics, vol. 20, no. 2, pp. 1562–1574, Feb. 2024.

2. W. Zhao, B. Xu and L. Zhang, "Evaluation method for impact on protection of distribution network with distributed electric resources," 2014 China International Conference on Electricity Distribution (CICED), Shenzhen, China, 2014, pp. 824–829.

3. Application of machine learning methods in fault detection and classification of power transmission lines: a survey,";Shakiba FM;Artificial Intelligence Review,2023

4. U. U. Uma et al., "Adaptive overcurrent protection scheme coordination in presence of distributed generation using radial basis neural network," in Protection and Control of Modern Power Systems, vol. 8, no. 4, pp. 1–19, October 2023.

5. Y. Wu, M. Li, R. Fu, Y. Tang and M. Ni, "Risk evaluation model for relay protection considering communication delay and bit error," 2014 China International Conference on Electricity Distribution (CICED), Shenzhen, China, 2014, pp. 360–363.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3