Data Analysis for Imploving Diagnostic Accuracy in Partial Discharge Monitoring Systems Using Power Line Communication

This study presents the development and validation of a partial discharge (PD) monitoring system (PLC-PDMS) using power line communication (PLC) and ferrite cores (FC). Unlike conventional approaches that analyze signals based on the physical layer rate (PHY rate), this study explores the feasibility of defect type identification by examining PD signals thorough the carrier-to-interference-and-noise ratio (CINR). Specifically, a needle-plane electrode system and twisted pairs were employed as PD sources, and CINR data of PLC were analyzed across different quadrants. The results revealed distinct frequency characteristics depending on the PD source, demonstrating the potential of this method as a more effective alternative to conventional phase-resolved partial discharge (PRPD) pattern analysis.

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Published
2025-06-08
DOI
https://doi.org/10.1109/eic63069.2025.11123199
Primary Topic
High voltage insulation and dielectric phenomena
Type
article
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article

Data Analysis for Imploving Diagnostic Accuracy in Partial Discharge Monitoring Systems Using Power Line Communication

Lunnetta Safura Lumba, Masayuki Hikita, Masahiro Kozako, Ryota Kimoto et al.
High voltage insulation and dielectric phenomena
article

Data Analysis for Imploving Diagnostic Accuracy in Partial Discharge Monitoring Systems Using Power Line Communication

Lunnetta Safura Lumba, Masayuki Hikita, Masahiro Kozako, Ryota Kimoto, Akito Hodai
article en

Abstract

This study presents the development and validation of a partial discharge (PD) monitoring system (PLC-PDMS) using power line communication (PLC) and ferrite cores (FC). Unlike conventional approaches that analyze signals based on the physical layer rate (PHY rate), this study explores the feasibility of defect type identification by examining PD signals thorough the carrier-to-interference-and-noise ratio (CINR). Specifically, a needle-plane electrode system and twisted pairs were employed as PD sources, and CINR data of PLC were analyzed across different quadrants. The results revealed distinct frequency characteristics depending on the PD source, demonstrating the potential of this method as a more effective alternative to conventional phase-resolved partial discharge (PRPD) pattern analysis.

Kyushu Institute of Technology (JP)
Openalex Percentile: Top 84%
High voltage insulation and dielectric phenomena
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Data Analysis for Imploving Diagnostic Accuracy in Partial Discharge Monitoring Systems Using Power Line Communication — Lunnetta Safura Lumba, Masayuki Hikita, et al. · (2025) | TGRS Research Map | TGRS