Adaptive Current Differential Protection Method Based on Fréchet Distance Algorithm

The integration of a large number of distributed generation (DG) units has altered the grid structure and fault characteristics of distribution networks, posing significant challenges to conventional protection methods. To address this, this paper proposes an adaptive current differential protection method based on comparing the similarity of current waveforms at both ends of a line. After a fault occurs, the current waveforms at both ends of each line are first extracted and normalized. The Fréchet distance algorithm is then introduced to quantify the waveform similarity. Based on the calculated Fréchet distance, the restraint coefficient of the current differential protection is constructed and the protection criterion is improved. Finally, a logic function is derived from the improved criterion. A short-circuit fault within the section is identified when the sum of the logic functions across all sampling points exceeds 50% of the total number of sampling points. A simulation model built in PSCAD/EMTDC is used for validation. Simulation results demonstrate that the proposed method is unaffected by fault type, transition resistance, fault location, or DG grid-connected capacity, has low data synchronization requirements, and exhibits excellent reliability and selectivity.

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Publication Details

Journal
Applied Sciences
Published
2025-09-24
DOI
https://doi.org/10.3390/app151910383
Primary Topic
Power Systems Fault Detection
Type
article
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article

Adaptive Current Differential Protection Method Based on Fréchet Distance Algorithm

Xiang Li, Chao Huang, Junyang Tian, Guibin Zou et al.
Applied Sciences
Power Systems Fault Detection
article

Adaptive Current Differential Protection Method Based on Fréchet Distance Algorithm

Xiang Li, Chao Huang, Junyang Tian, Guibin Zou, Pengfei Huang, Haram Ju, Haiyong Li, Zizheng Shen, Tao Du
article en

Abstract

The integration of a large number of distributed generation (DG) units has altered the grid structure and fault characteristics of distribution networks, posing significant challenges to conventional protection methods. To address this, this paper proposes an adaptive current differential protection method based on comparing the similarity of current waveforms at both ends of a line. After a fault occurs, the current waveforms at both ends of each line are first extracted and normalized. The Fréchet distance algorithm is then introduced to quantify the waveform similarity. Based on the calculated Fréchet distance, the restraint coefficient of the current differential protection is constructed and the protection criterion is improved. Finally, a logic function is derived from the improved criterion. A short-circuit fault within the section is identified when the sum of the logic functions across all sampling points exceeds 50% of the total number of sampling points. A simulation model built in PSCAD/EMTDC is used for validation. Simulation results demonstrate that the proposed method is unaffected by fault type, transition resistance, fault location, or DG grid-connected capacity, has low data synchronization requirements, and exhibits excellent reliability and selectivity.

Applied SciencesVol. 15(19)
EA Technology (GB), Guangxi Zhuang Autonomous Region Health and Family Planning (CN), Shandong Provincial QianFoShan Hospital (CN)
Openalex Percentile: Top 67%
Power Systems Fault Detection
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Adaptive Current Differential Protection Method Based on Fréchet Distance Algorithm — Xiang Li, Chao Huang, et al. · Applied Sciences (2025) | TGRS Research Map | TGRS