Operation Dispatch Strategy of Regional Integrated Energy System Based on Data-driven Robust Optimization
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Operation Dispatch Strategy of Regional Integrated Energy System Based on Data-driven Robust Optimization
Vol. 40, Issue 3, Pages: 24-31(2021)
作者机构:
武汉大学电气与自动化学院
作者简介:
基金信息:
DOI:
CLC:TK01;TM73
Published:2021
稿件说明:
移动端阅览
XU Chengying, YANG Jun, ZHANG Yuwei, et al. Operation Dispatch Strategy of Regional Integrated Energy System Based on Data-driven Robust Optimization[J]. 2021, 40(3): 24-31.
DOI:
XU Chengying, YANG Jun, ZHANG Yuwei, et al. Operation Dispatch Strategy of Regional Integrated Energy System Based on Data-driven Robust Optimization[J]. 2021, 40(3): 24-31.DOI:
Operation Dispatch Strategy of Regional Integrated Energy System Based on Data-driven Robust Optimization
Comprehensive energy control with coordinated operation of multiple energy sources can effectively realize multi-energy complementarity and promote the improvement of energy efficiency.Aiming at the uncertainty problem of renewable energy output
this paper adopts power big data technology based on data-driven approach
and uses MVEE algorithm based on limit scenario to obtain ellipsoid uncertainty set to accurately describe historical data
and avoids the complex operation of dualization.A scheduling model of regional integrated energy system with complementary power
gas
cooling and heat is established
and the model is solved by using column and constraint generation method.The feasibility and superiority of the digital scheduling strategy in this paper are proved through the analysis of numerical examples and the comparison of cost.