Hybrid CNN-LSTM approaches for identification of type and locations of transmission line faults

A Moradzadeh, H Teimourzadeh… - International Journal of …, 2022 - Elsevier
Timely and accurate detection of transmission line faults is one of the most important issues
in the reliability of the power systems. In this paper, in order to assess the effects of …

Detection of probability of occurrence, type and severity of faults in transformer using frequency response analysis based numerical indices

M Bigdeli, D Azizian, GB Gharehpetian - Measurement, 2021 - Elsevier
Frequency response analysis (FRA) is mainly used as a tool for detecting mechanical faults
(especially displacement and deformation of windings and core) as well as electrical faults …

Fault anomaly detection of synchronous machine winding based on isolation forest and impulse frequency response analysis

Y Chen, Z Zhao, H Wu, X Chen, Q Xiao, Y Yu - Measurement, 2022 - Elsevier
Synchronous machine is one of the critical power generation parts in the power system. Its
stable operation ensures people's normal economic activities. Winding is an essential …

A Review of Broadband Frequency Techniques for Insulation Monitoring and Diagnosis in Rotating Electrical Machines

JE Ruiz-Sarrio, JA Antonino-Daviu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Rotating electrical machines greatly suffer from insulation degradation and failure. The
adoption of wide band-gap semiconductors in Variable-Frequency Drives (VFDs) hinder the …

Frequency response analysis (FRA) fault diagram assessment method

A Mugarra, H Mayora, JM Guerrero… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Frequency response analysis (FRA) is an extended technique for transformer condition
assessment. In recent times, its proven sensitivity for detecting different type of faults have …

Improved Interpretation of Impulse Frequency Response Analysis for Synchronous Machine Using Life long Learning Based on iCaRL

Y Chen, Z Zhao, Y Yu, Y Guo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Winding inter-turn and ground short circuit (SC) faults are common fault types of
synchronous machines. The sweep frequency response analysis (SFRA) has been recently …

Understanding IFRA for detecting synchronous machine winding short circuit faults based on image classification and smooth grad-CAM++

Y Chen, Z Zhao, Y Yu, W Wang… - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Fault diagnosis of the synchronous machine is essential for the safe operation of the modern
power system. Recently, impulse frequency response analysis (IFRA) has been used to …

Synchronous salient poles fault localization by sfra and fault diagram method

H Mayora, A Mugarra, JM Guerrero… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Sweep Frequency Response Analysis (SFRA) is an extended and non-invasive technique
used for transformer condition assessment. In the last years, its proven sensitivity and ease …

Evaluation of the applicability of IFRA for short circuit fault detection of stator windings in synchronous machines

Y Yu, Z Zhao, Y Chen, H Wu, C Tang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A machine is a device to realize the mutual conversion of electric energy and mechanical
energy. This work mainly discusses the applicability of impulse frequency response analysis …

Ground faults location in poles of synchronous machines through frequency response analysis

CM Martín, JM Guerrero, PG Mourelo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Synchronous generators are key pieces in any power system. Therefore, it is essential to
have effective protection and diagnosis techniques for these machines. Ground faults are …