A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market

IEEE Transactions on Sustainable Energy(2022)

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摘要
This paper addresses the energy management of a grid-connected renewable generation plant coupled with a battery energy storage device in the capacity firming market, designed to promote renewable power generation facilities in small non-interconnected grids. The core contribution is to propose a probabilistic forecast-driven strategy, modeled as a min-max-min robust optimization problem with reco...
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关键词
Renewable energy sources,Uncertainty,Optimization,Real-time systems,Probabilistic logic,Predictive models,Heuristic algorithms
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