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