Articles with "nonparametric prediction" as a keyword



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Optimal Nonparametric Prediction Intervals of Electricity Load

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Published in 2020 at "IEEE Transactions on Power Systems"

DOI: 10.1109/tpwrs.2020.2965799

Abstract: A novel machine learning based mixed integer programming model is developed for the optimal nonparametric prediction intervals (PIs) of electricity load, which minimizes interval width subject to target hit probability constraint. Binary variables are employed… read more here.

Keywords: electricity load; optimal nonparametric; prediction intervals; nonparametric prediction ... See more keywords