电力建设2024，Vol.45Issue(6)：58-69,12.DOI:10.12204/j.issn.1000-7229.2024.06.006
考虑碳交易的电-热综合能源系统两阶段鲁棒优化低碳经济调度
Two-stage Robust Optimization of Low-Carbon Economic Dispatch for Electricity-Thermal Integrated Energy System considering Carbon Trade
摘要
Abstract
This study aims to handle fluctuations in renewable energy effectively and achieve low-carbon,economic,and robust balance optimization in an integrated energy system. A two-stage robust optimization low-carbon economic dispatch model for a park-level integrated energy system that considers carbon trade was proposed. First,an integrated energy system model with carbon capture and storage was constructed. Next,the adjustable uncertainty set was used to describe the fluctuations of wind and photovoltaic output,and a two-stage robust optimization dispatch model was developed with the optimal objective of solving the minimum cost under the worst-case scenario. Subsequently,the column-and-constraint generation algorithm was employed to iteratively solve. Finally,the carbon trading cost was considered in the dispatch model,which limited electricity purchases in the system to reduce indirect carbon emissions and avoid overconservative dispatching schemes. The results show that the two-stage robust optimization method can effectively improve the ability of the system to resist risks and reduce economic loss,and the introduction of a carbon trading mechanism can prevent excessive robustness and maintain low-carbon operation. The proposed method can effectively achieve robust,economical,and low-carbon-balance optimal scheduling for the system.关键词
不确定性/综合能源系统/低碳运行/可再生能源/鲁棒优化Key words
uncertainty/integrated energy system/low-carbon operation/renewable energy/robust optimization分类
信息技术与安全科学引用本文复制引用
李欣,陈英彰,李涵文,刘立,黄婧琪,郭攀锋..考虑碳交易的电-热综合能源系统两阶段鲁棒优化低碳经济调度[J].电力建设,2024,45(6):58-69,12.基金项目
国家自然科学基金项目(52107107)This work is supported by the National Natural Science Foundation of China(52107107). （52107107）
