中国电机工程学报2017,Vol.37Issue(20):5881-5892,12.DOI:10.13334/j.0258-8013.pcsee.161950
鲁棒优化在电力系统发电计划中的应用综述
Review of Robust Optimization for Generation Scheduling in Power Systems
摘要
Abstract
Uncertainty has brought new challenges to the generation scheduling in power systems.Robust optimization has become one of the mainstream approaches for research on generation scheduling under uncertainty due to its unique advantages.The paper reviewed the application of robust optimization for generation scheduling in power systems.First,the uncertainties in generation scheduling problems and the existing approaches for handling uncertainties were summarized.Second,the theoretical foundation of robust optimization was briefly illustrated.Third,the application examples of the robust optimization in generation scheduling was described,and the robust scheduling problems considering three kind of typical uncertainties,including net injection uncertainty,contingency uncertainty and market uncertainty,were presented.Finally,key problems to be investigated and lines of future research for the robustgeneration scheduling were discussed.关键词
不确定性/鲁棒优化/发电计划/应用实例Key words
uncertainty/robust optimization/generation scheduling/application examples分类
信息技术与安全科学引用本文复制引用
朱光远,林济铿,罗治强,戴赛,覃岭,刘纯..鲁棒优化在电力系统发电计划中的应用综述[J].中国电机工程学报,2017,37(20):5881-5892,12.基金项目
国家电网公司科技项目(考虑新能源发电不确定性的随机优化调度关键技术研究与示范).Project Supported by the Science and Technology Foundation of State Grid Corporation of China. (考虑新能源发电不确定性的随机优化调度关键技术研究与示范)