Support vector machine based fault classification and faulty section identification scheme in thyristor controlled series compensated transmission lines

NH Kothari, P Tripathi, BR Bhalja… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
This paper presents a fault classification and faulty section identification scheme in Thyristor
Controlled Series Compensator (TCSC) based transmission lines. The features derived from …

Generalized voltage estimation of TCSC-compensated transmission lines for adaptive distance protection

IBM Taha, AE ELGebaly, ES Ahmed… - International Journal of …, 2021 - Elsevier
The variable performance of the thyristor-controlled series compensator (TCSC) system
represents a vital challenge for conventional distance relays. Most existing algorithms are …

A rate-of-change-of-current based fault classification technique for thyristor-controlled series-compensated transmission lines

NH Kothari, BR Bhalja, V Pandya… - International Journal of …, 2022 - degruyter.com
This paper presents a new fault classification technique for Thyristor-Controlled Series-
Compensated (TCSC) transmission lines using Support Vector Machine (SVM). The …

A Comparative Evaluation of Data Mining Techniques For Fault Classification in TCSC Lines Using Multiclass Classification Approach

NH Kothari, BR Bhalja, V Pandya… - … Conference on Artificial …, 2021 - ieeexplore.ieee.org
This paper presents a comparative evaluation of data mining techniques such as Random
Forest (RF), Support Vector Machine (SVM), and Naïve Bayes Tree (NBTree) classifiers for …

Correlation Coefficients Based Fault Classification Technique for TCSC Lines

NH Kothari, BR Bhalja, V Pandya… - … on Advances in …, 2021 - ieeexplore.ieee.org
This paper presents a new fault classification technique for Thyristor-Controlled Series-
Compensated (TCSC) transmission lines using features derived from correlation coefficients …

[引用][C] Data-Driven Fault Diagnosis in Three-Phase IMs: Harnessing Current Signature Data with Machine Learning Algorithms