电力系统自动化Issue(17):160-167,8.DOI:10.7500/AEPS20140320002
基于鲁棒优化的含风电工业微电网经济调度模型
An Economic Dispatch Model in an Industrial Microgrid with Wind Power Based on Robust Optimization
摘要
Abstract
Wind power is a kind of new,clean,renewable and widely used energy.Utilizing wind power in an industrial microgrid is of great significance in energy conservation and emission reduction.This paper researches on an industrial microgrid with wind power,establishes a multi-stage model with self-generation scheduling optimation for an industrial microgrid,which aims at minimizing the energy costs through adjusting the production and power generation schedule properly based on robust optimization,and then utilizes Benders decomposition algorithm to solve the model.Numerical tests on the model are given with data of an industrial microgrid,and it is confirmed that the fluctuation of wind power and load is smoothed by the model effectively and the electric energy costs are decreased.Additionally,the model is proved to perform better than the deterministic optimal model under the worst condition,and the balance of conservatism and optimality can be adjusted by different uncertainty prices according to the requirement.关键词
微电网(微网)/风电/鲁棒优化/经济调度Key words
microgrid/wind power/robust optimization/economic dispatch引用本文复制引用
丁浩,高峰,刘坤,管晓宏,吴江..基于鲁棒优化的含风电工业微电网经济调度模型[J].电力系统自动化,2015,(17):160-167,8.基金项目
国家自然科学基金资助项目(61221063,U1301254,61174146,61304212,61473218) (61221063,U1301254,61174146,61304212,61473218)
国家高技术研究发展计划(863计划)资助项目(2012AA011003)。This work is supported by National Natural Science Foundation of China(No.61221063,No.U1301254,No.61174146, No.61304212,No.61473218) and National High Technology Research and Development Program of China (863 Program)(No.2012AA011003) (863计划)