A Single-Ended Protection Scheme for Flexible DC Transmission Lines Based on the Adaptive Correction of Traveling Waves and Composite Fitting Residuals

Existing single-ended protection schemes for flexible DC transmission lines are negatively affected by traveling wave (TW) refraction and reflection interference and nonlinear overfitting under low-resistance faults. To address this, in this study, line-mode voltage reverse TWs are mathematically analyzed, revealing that internal faults and forward external faults exhibit single- and double-exponential attenuation, respectively. An adaptive constant-value flattening method is proposed to suppress subsequent TW refraction and reflection. Additionally, a composite fitting strategy utilizing Levenberg–Marquardt (LM) and Moore–Penrose pseudoinverse (PINV) algorithms is proposed to fit the measured waveforms, solving the problem of low-resistance overfitting and amplifying residual differences between internal and external faults. Based on these principles, a novel single-ended protection scheme is proposed. Simulations verify that this scheme exhibits a high operating speed and strong robustness against different fault distances, different fault resistances, and noise.

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Publication Details

Journal
Electronics
Published
2026-07-02
DOI
https://doi.org/10.3390/electronics15132895
Primary Topic
HVDC Systems and Fault Protection
Type
article
Field-Weighted Citation Impact
0.00

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article

A Single-Ended Protection Scheme for Flexible DC Transmission Lines Based on the Adaptive Correction of Traveling Waves and Composite Fitting Residuals

Haifeng Li, Fengqiang Deng, Zhengxi Cheng
Electronics
HVDC Systems and Fault Protection
article

A Single-Ended Protection Scheme for Flexible DC Transmission Lines Based on the Adaptive Correction of Traveling Waves and Composite Fitting Residuals

Haifeng Li, Fengqiang Deng, Zhengxi Cheng
article en

Abstract

Existing single-ended protection schemes for flexible DC transmission lines are negatively affected by traveling wave (TW) refraction and reflection interference and nonlinear overfitting under low-resistance faults. To address this, in this study, line-mode voltage reverse TWs are mathematically analyzed, revealing that internal faults and forward external faults exhibit single- and double-exponential attenuation, respectively. An adaptive constant-value flattening method is proposed to suppress subsequent TW refraction and reflection. Additionally, a composite fitting strategy utilizing Levenberg–Marquardt (LM) and Moore–Penrose pseudoinverse (PINV) algorithms is proposed to fit the measured waveforms, solving the problem of low-resistance overfitting and amplifying residual differences between internal and external faults. Based on these principles, a novel single-ended protection scheme is proposed. Simulations verify that this scheme exhibits a high operating speed and strong robustness against different fault distances, different fault resistances, and noise.

ElectronicsVol. 15(13)
South China University of Technology (CN)
National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province
Openalex Percentile: Top 12%
HVDC Systems and Fault Protection
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