APPLICATION OF MACHINE LEARNING IN RELAY PROTECTION DURING THE START OF ASYNCHRONOUS MACHINES
DOI:
https://doi.org/10.24867/06BE09MaksimovicKeywords:
machine learning, relay protection safety, asynchronous machinesAbstract
This paper deals with application of machine learning in relay protection during the start of asynchronous machines. The goal is to show advantages and different benefits of this type of analysis in regards to standard calculations during the motor start. Considerations have been made on a large number of different topologies in order to achieve the most accurate prediction model.
References
[1] Duško Bekut, Relejna zaštita, Fakultet Tehničkih Nauka Novi Sad, 2009.
[2] Samuel, Arthur (1959). "Some Studies in Machine Learning Using the Game of Checkers"
[3] Cortes, Corinna, and Vladimir Vapnik. "Support-vector networks." Machine learning 20.3 (1995): 273-297.
[4] http://docs.opencv.org/2.4/doc/tutorials/ml/introduction _to_svm/introduction_to_svm.html
[2] Samuel, Arthur (1959). "Some Studies in Machine Learning Using the Game of Checkers"
[3] Cortes, Corinna, and Vladimir Vapnik. "Support-vector networks." Machine learning 20.3 (1995): 273-297.
[4] http://docs.opencv.org/2.4/doc/tutorials/ml/introduction _to_svm/introduction_to_svm.html
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Published
2019-12-23
Issue
Section
Electrotechnical and Computer Engineering
