Two-stage robust generation expansion planning considering long- and short-term uncertainties of high share wind energy
Sign Up to like & getrecommendations! Published in 2020 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2020.106618
Abstract: Abstract This paper introduces a two-stage robust generation expansion planning (GEP) methodology under the presence of wind energy uncertainty. Both long- and short-term uncertainties are incorporated into the proposed GEP model. The first stage concerns… read more here.
Keywords: term; two stage; uncertainty; stage robust ... See more keywords
Two-Stage Robust Distribution Network Reconfiguration Against Failures of Lines and Renewable Generations
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DOI: 10.1109/access.2022.3213803
Abstract: Network reconfiguration is a significant strategy to enhance the resiliences of distribution systems against contingencies. This paper proposes a two-stage robust network reconfiguration model to maximize the power supply under the uncertain failures of both… read more here.
Keywords: network; stage robust; two stage; stage ... See more keywords
Optimized Operation of Multi-Virtual Power Plant for Energy Sharing Based on Nash Multi-Stage Robust
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DOI: 10.1109/access.2024.3477970
Abstract: Currently, the research on virtual power plant (VPP) is mainly divided into internal optimal scheduling and external optimal scheduling, the internal scheduling is mainly carried out from the two sides of the source and load… read more here.
Keywords: stage robust; vpp; operation; multi stage ... See more keywords
A Feasibility Pump Based Solution Algorithm for Two-Stage Robust Optimization With Integer Recourses of Energy Storage Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Sustainable Energy"
DOI: 10.1109/tste.2021.3053143
Abstract: To address uncertainties, two-stage robust optimization (TSRO) methods have been widely used for power system operation and planning problems. However, solving TSRO problems with integer recourses of energy storage systems (ESSs) is challenging. This article… read more here.
Keywords: solution algorithm; energy; stage robust; solution ... See more keywords
Code and Data Repository for Machine Learning for K-Adaptability in Two-Stage Robust Optimization
Sign Up to like & getrecommendations! Published in 2024 at "INFORMS Journal on Computing"
DOI: 10.1287/ijoc.2022.0314.cd
Abstract: This directory contains the code for the K-adaptability branch-and-bound (K-B&B) algorithm, with random node selection and ML-informed node selection (i.e., K-B&B-NodeSelection). K-adaptability is a solution approach for two-stage robust optimization problems. read more here.
Keywords: stage robust; adaptability; two stage; robust optimization ... See more keywords