Research on detection and protection technology of DC residual current

Abstract To realize that the residual current device can accurately and quickly detect the fault when the fluctuating DC residual current occurs in the system and improve the system’s safety, a DC residual current detection and protection method based on VMD was proposed. Particle Swarm Optimization (PSO) was used to optimize the penalty factor and the number of decomposition layers of VMD. The minimum envelope entropy of the residual current signal is used as the fitness function to obtain the optimal combination. The criterion of fault occurrence is established based on the optimal modal component mutation characteristic of the residual current decomposed by VMD. Experiments show that this method can identify faults quickly and effectively when pulsating DC residual current is generated in the system.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2024-11-01
DOI
https://doi.org/10.1088/1742-6596/2876/1/012006
Citations
2
Primary Topic
Electrical Fault Detection and Protection
Type
article
Field-Weighted Citation Impact
0.42
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article

Research on detection and protection technology of DC residual current

Yong Chen, Ruixiong Yang, Kai Xu, Shuping Gao
2 citations
Journal of Physics Conference Series
Electrical Fault Detection and Protection
0.42
article

Research on detection and protection technology of DC residual current

Yong Chen, Ruixiong Yang, Kai Xu, Shuping Gao
article en
2 citations

Abstract

Abstract To realize that the residual current device can accurately and quickly detect the fault when the fluctuating DC residual current occurs in the system and improve the system’s safety, a DC residual current detection and protection method based on VMD was proposed. Particle Swarm Optimization (PSO) was used to optimize the penalty factor and the number of decomposition layers of VMD. The minimum envelope entropy of the residual current signal is used as the fitness function to obtain the optimal combination. The criterion of fault occurrence is established based on the optimal modal component mutation characteristic of the residual current decomposed by VMD. Experiments show that this method can identify faults quickly and effectively when pulsating DC residual current is generated in the system.

Journal of Physics Conference SeriesVol. 2876(1)
Xi'an University of Science and Technology (CN), China XD Group (China) (CN), Shaanxi University of Science and Technology (CN), China Southern Power Grid (China) (CN), Power Grid Corporation (India) (IN)
Openalex Percentile: Top 37%
Electrical Fault Detection and Protection
0.42
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