Adaptive Current Differential Protection Method Based on Fréchet Distance Algorithm
Source abstract
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.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Power Systems Fault Detection
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Guangxi Power Grid Dispatching and Control Center, No. 6 Minzhu Road, Nanning 530000, China
Department of Electrical Engineering, School of Electrical Engineering, Qianfoshan Campus, Shandong University, Jinan 250100, China
Shanda Electric Technology Co., Ltd., Jinan 250100, China
Funding
Science and Technology Project of Guangxi Power Grid Corporation · Shandong Shanda Power Technology Co., Ltd.
References (23)
Show source-provided references
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