Articles with "predict optimize" as a keyword



Optimal Distributed Energy Management for Local Energy Community: A Decision Regret Oriented Smart Predict and Optimize Approach

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Published in 2025 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2025.3606875

Abstract: More accurate prediction does not necessarily lead to better decision. Distinguished from existing accuracy based “predict then optimize” methods, this work offers optimal distributed energy management strategies in modern power system operation utilizing a decision… read more here.

Keywords: energy; predict optimize; decision regret; decision ... See more keywords