Application of Machine Learning Algorithms for Fault Detection and Diagnosis in Power Systems

Author:

Haripriya M P1,Durai Vasanth R2,Anand M. Suresh3,Kulkarni Vikas Vitthal4,Farook S5,Senthil Kumar K.R.6

Affiliation:

1. Kristu Jayanti College,Department of Computer Science,Bangalore,Karnataka,India,560077

2. Vel Tech Rangarajan Dr Sagunthala R&D Institute of Science and Technology, Avadi,Department of Computer Science and Engineering,Chennai,Tamil Nadu,India,600062

3. SRM Institute of Science & Technology,School of Computing,Department of Computing Technologies,Kattankulathur,Tamil Nadu,India,603203

4. AISSMS College of Engineering,Department of Electrical Engineering,Pune,India,411001

5. Mohan Babu University,School of Engineering,Department of Electrical and Electronics Engineering,Tirupathi,Andhar Pradesh,India,517102

6. R.M.K. Engineering College,Department of Mechanical Engineering,Kavaraipettai,Tamil Nadu,India,601206

Publisher

IEEE

Reference12 articles.

1. Fault detection in transmission lines using support vector machine;Zhang;IEEE Transactions on Power Delivery,2018

2. Energy management of a dual battery energy storage system for electric vehicular application

3. Fault detection in power transmission systems using convolutional neural networks;Li;IEEE Transactions on Smart Grid,2019

4. An ensemble neural network model for predicting the energy utility in individual houses

5. Machine learning based classification of EEG signal for detection of child epileptic seizure without snipping

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