Probabilistic wind power forecasting and its application in the scheduling of gas-fired generators
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DOI: 10.1016/j.apenergy.2016.10.019
Abstract: Accurate information regarding the uncertainty of short-term forecast for aggregate wind power is a key to efficient and cost effective integration of wind farms into power systems. This paper presents a methodology for producing wind… read more here.
Keywords: fired generators; wind; power; probabilistic wind ... See more keywords
Probabilistic Wind Power Forecasting With Limited Data Based on Efficient Parameter Updating Rules
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DOI: 10.1109/tpwrs.2024.3443105
Abstract: In this paper, we propose a meta-optimizer-based approach for probabilistic wind power forecasting (WPF) with limited historical data, including offline training and online adaptation procedures. In the offline training part, a WPF meta-optimizer is constructed… read more here.
Keywords: updating rules; wind power; probabilistic wind; power forecasting ... See more keywords