Experimental evaluation of differential voltage protection scheme based on a coherence function applied to AC machine stator windings

A coherence algorithm is used to detect and classify electrical faults in the stator windings of the induction machine in this paper. The approach can definitely define turn-to-turn and internal shunt faults that occur on the three-phase machine windings. It can also distinguish between the diverse types of the internal shunt faults. The approach requires the acquisition of three-phase voltage measurements at the midpoints and complete terminals of the stator windings of the induction machine. The function of the numerical differential voltage relay can be performed using cross-coherence and auto-coherence coefficients quantified for the voltage measurements to determine and categorize the various faults. A modified configuration for the three-phase stator windings of an induction motor is used to test the technique; in which, each stator winding of the equipment is re-wounded to obtain 20 taps per phase. This configuration aims to construct voltage transformers at the midpoints and complete terminals for the machine stator windings, and to facilitate making comprehensive tests to ensure the effectiveness of the coherence technique. The testing results demonstrate the effectiveness and efficiency of the advanced protection. The experimental findings indicate that the protection's dependability and security percentages are greater than 98.0%, and the protection's reliability and accuracy rates are nearly 97.0%. The coherence measure has the ability to discover winding faults, particularly those occurring from turn to turn, differentiate between fault locations, and categorize shunt faults located within the machine protection zone. Additionally, the proposed approach has a high-speed response that is adjustable, and new tripping curves are created.

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Publication Details

Journal
Scientific Reports
Published
2025-04-11
DOI
https://doi.org/10.1038/s41598-025-93210-2
Citations
2
Primary Topic
Machine Fault Diagnosis Techniques
Type
article
Field-Weighted Citation Impact
2.43

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article

Experimental evaluation of differential voltage protection scheme based on a coherence function applied to AC machine stator windings

R. A. Mahmoud
2 citations
Scientific Reports
Machine Fault Diagnosis Techniques
2.43
article

Experimental evaluation of differential voltage protection scheme based on a coherence function applied to AC machine stator windings

R. A. Mahmoud
article en
2 citations

Abstract

A coherence algorithm is used to detect and classify electrical faults in the stator windings of the induction machine in this paper. The approach can definitely define turn-to-turn and internal shunt faults that occur on the three-phase machine windings. It can also distinguish between the diverse types of the internal shunt faults. The approach requires the acquisition of three-phase voltage measurements at the midpoints and complete terminals of the stator windings of the induction machine. The function of the numerical differential voltage relay can be performed using cross-coherence and auto-coherence coefficients quantified for the voltage measurements to determine and categorize the various faults. A modified configuration for the three-phase stator windings of an induction motor is used to test the technique; in which, each stator winding of the equipment is re-wounded to obtain 20 taps per phase. This configuration aims to construct voltage transformers at the midpoints and complete terminals for the machine stator windings, and to facilitate making comprehensive tests to ensure the effectiveness of the coherence technique. The testing results demonstrate the effectiveness and efficiency of the advanced protection. The experimental findings indicate that the protection's dependability and security percentages are greater than 98.0%, and the protection's reliability and accuracy rates are nearly 97.0%. The coherence measure has the ability to discover winding faults, particularly those occurring from turn to turn, differentiate between fault locations, and categorize shunt faults located within the machine protection zone. Additionally, the proposed approach has a high-speed response that is adjustable, and new tripping curves are created.

Scientific ReportsVol. 15(1)
Misr University for Science and Technology (EG)
Cairo University, Helwan University
Affordable and clean energy
Openalex Percentile: Top 12%
Machine Fault Diagnosis Techniques
2.43
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Experimental evaluation of differential voltage protection scheme based on a coherence function applied to AC machine stator windings — R. A. Mahmoud · Scientific Reports (2025) | TGRS Research Map | TGRS