Scenario Reduction With Submodular Optimization
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DOI: 10.1109/tpwrs.2016.2603448
Abstract: Stochastic programming methods have been proven to deal effectively with the uncertainty and variability of renewable generation resources. However, the quality of the solution that they provide (as measured by cost and reliability metrics) depends… read more here.
Keywords: submodular optimization; scenario; reduction submodular; scenario reduction ... See more keywords
Resilience-Oriented DG Siting and Sizing Considering Stochastic Scenario Reduction
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2020.3043874
Abstract: In this paper, a fuel-based distributed generator (DG) allocation strategy is proposed to enhance the distribution system resilience against extreme weather. The long-term planning problem is formulated as a two-stage stochastic mixed-integer programming (SMIP). The… read more here.
Keywords: siting sizing; resilience oriented; resilience; scenario ... See more keywords