A review of power system protection and asset management with machine learning techniques

F Aminifar, M Abedini, T Amraee, P Jafarian… - Energy Systems, 2022 - Springer
Power system protection and asset management have drawn the attention of researchers for
several decades; but they still suffer from unresolved and challenging technical issues. The …

Transient instability prediction using decision tree technique

T Amraee, S Ranjbar - IEEE Transactions on power systems, 2013 - ieeexplore.ieee.org
This paper presents a decision tree based method for out-of-step prediction of synchronous
generators. For distinguishing between stable and out-of-step conditions, a series of …

Intelligent prediction of out‐of‐step condition on synchronous generators because of transient instability crisis

H Zare, Y Alinejad‐Beromi… - … Transactions on Electrical …, 2019 - Wiley Online Library
This paper presents an adaptive scheme for predicting out‐of‐step (OOS) condition of
synchronous generator based on the Bayesian technique. The proposed scheme performs …

Adaptive protection strategies for detecting power system out-of-step conditions using neural networks

AY Abdelaziz, MR Irving, MM Mansour… - IEE proceedings …, 1998 - IET
This paper presents new strategies for adaptive out-of-step (OS) protection of synchronous
generators based on neural networks. The neural networks architecture adopted, as well as …

Out‐of‐step protection of synchronous generators based on a digital phase comparison in the time domain

MM Ostojić, MB Djurić - IET Generation, Transmission & …, 2018 - Wiley Online Library
The study presents a new out‐of‐step algorithm used for the protection of synchronous
generators. The algorithm is implemented on the principle of a digital phase comparison in …

Out-of-step prediction based on artificial neural networks

AY Abdelaziz, MR Irving, AM El-Arabaty… - Electric power systems …, 1995 - Elsevier
The application of artificial intelligence to power systems has resulted in an overall
improvement of solutions in many implementations. This paper presents a new approach to …

Predictive out-of-step relaying using fuzzy rule-based classification

HEA Talaat - Electric power systems research, 1999 - Elsevier
This paper presents a new approach of out-of-step relaying based on fuzzy classification.
The proposed scheme is equipped with one transducer which is fed by local measurements …

A new algorithm for predicting out-of-step using rotor speed-acceleration based on phasor measurement units (PMU) data

AR Sobbouhi, MR Aghamohammadi - Electric Power Components …, 2015 - Taylor & Francis
Transient instability is one of the major threats to system security which can cause out-of-
step condition. Out-of-step condition can result in mechanical and thermal damage to …

A new algorithm for predicting out‐of‐step condition in large‐scale power systems using rotor speed–acceleration

AR Sobbouhi… - … Transactions on Electrical …, 2016 - Wiley Online Library
Transient instability is one of the major threats to system security which can cause out‐of‐
step condition. Out‐of‐step condition can cause mechanical and thermal damages to …

[PDF][PDF] Neural network and speed deviation based generator out-of-step prediction scheme

EA Frimpong, J Asumadu… - Journal of Electrical …, 2015 - researchgate.net
A multi-layer perceptron neutral network (MLPNN) has been used as a decision tool to
predict out-ofstep conditions. Rotor speed deviations are sampled and the maximum speed …