Discrimination of internal faults and other transients in an interconnected system with power transformers and phase angle regulators

PK Bera, C Isik, V Kumar - IEEE systems journal, 2020 - ieeexplore.ieee.org
This article solves the problem of accurate detection of internal faults and classification of
transients in a five-bus interconnected system for phase angle regulators (PARs) and power …

Winding-to-ground fault location in power transformer windings using combination of discrete wavelet transform and back-propagation neural network

P Chiradeja, A Ngaopitakkul - Scientific Reports, 2022 - nature.com
Power transformers are important equipment in power systems and require a responsive
and accurate protection system to ensure system reliability. In this paper, a fault location …

Detection and classification of internal faults in power transformers using tree based classifiers

SR Pani, PK Bera, V Kumar - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This article discriminates the internal faults from magnetizing inrush for a 3-phase
transformer using a Decision Tree (DT). Afterwards, the internal faults are classified with DT …

Identification of stable and unstable power swings using pattern recognition

PK Bera, C Isik - 2021 IEEE Green Technologies Conference …, 2021 - ieeexplore.ieee.org
Faults during symmetrical power swings cause maloperation of distance relay. Undesired
operation also occurs during unstable power swings causing uncontrolled islanding. Faster …

A data mining based protection and classification of transients for two-core symmetric phase angle regulators

PK Bera, C Isik - IEEE Access, 2021 - ieeexplore.ieee.org
Several conventional and non-conventional transient conditions cause differential relays
associated with Phase Angle Regulators to malfunction. For Two-core Symmetric Phase …

Identification of internal faults in indirect symmetrical phase shift transformers using ensemble learning

PK Bera, R Kumar, C Isik - 2018 IEEE International Symposium …, 2018 - ieeexplore.ieee.org
This paper proposes methods to identify 40 different types of internal faults in an Indirect
Symmetrical Phase Shift Transformer (ISPST). The ISPST was modeled using Power System …

Intelligent protection & classification of transients in two-core symmetric phase angle regulating transformers

PK Bera, C Isik - arXiv preprint arXiv:2006.09865, 2020 - arxiv.org
This paper investigates the applicability of time and time-frequency features based
classifiers to distinguish internal faults and other transients-magnetizing inrush, sympathetic …

Utilization of resilient back propagation algorithm and discrete wavelet transform for the differential protection of three phase power transformer

LR Reddy, P Patel, SK Rajendra - 2020 21st National Power …, 2020 - ieeexplore.ieee.org
Transformer is the most essential and costly equipment of the power system. Its protection
against internal fault is achieved by implementing differential protection scheme. In the …

A novel methodology for power transformer differential protection by incorporating artificial neural network

N Bhatt, OP Rahi, N Bharadwaj - … International Conference on …, 2016 - ieeexplore.ieee.org
The core task of the differential relay is to protect the power transformer under faulty
condition and to exercise the restrain function in other operating conditions. This paper …

[PDF][PDF] Differentiation of Internal Faults in Power Transformers using Decision Tree based Classifiers

SR Pani, PK Bera, V Kumar - academia.edu
This paper proposes a Decision Tree (DT) based classification of internal faults in a power
transformer. The faults are simulated in Power System Computer Aided Design (PSCAD) …