Browsing EECon - 2021 by Author "Abeygunawardane, SK"

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  • Application of machine learning algorithms for predicting vegetation related outages in power distribution systems 
    Melagoda, AU; Karunarathna, TDLP; Nisaharan, G; Amarasinghe, PAGM; Abeygunawardane, SK [Conference-Full-text]
    A large number of faults in power distribution systems is caused due to vegetation growing near power lines. Therefore, to maintain high system reliability, outages should be prevented as much as possible before they occur. ...
  • Short-term wind power forecasting using a Markov model 
    Jeyakumar, P; Kolambage, N; Geeganage, N; Amarasinghe, G; Abeygunawardane, SK [Conference-Full-text]
    Large-scale wind power integration to power systems has been significantly increasing since the last decade. However, the reliability of power systems tends to degrade due to the intermittency and uncontrollability of wind ...