中国电机工程学报Issue(12)：2919-2926,8.DOI:10.13334/j.0258-8013.pcsee.2015.12.001
考虑风电不确定性的机组检修鲁棒优化方法
Robust Optimization Method of Generator Maintenance Schedule Considering Wind Power Integration
摘要
Abstract
ABSTRACT:The integration of large scale wind power brings great challenges to the classical generator maintenance scheduling in power systems. One of the major difficulties is that how to consider the impact of wind power on the maintenance schedule under the absence of historical statistic data of wind power. The robust optimization theory was applied to the maintenance scheduling problems and a robust optimization model, as well as the method of constructing uncertainty set of wind power, was proposed in this paper. The security of power system was reflected in the objective of the robust optimization model, which was to optimize the operation cost under the worst case of uncertainty factors. The economy of the optimal decision could be achieved by adjusting the boundary of uncertainty set to control the conservatism of the model. The computational efficency and advantage of the model are demonstrated by numerical examples. By adjusting the uncertainty set, the optimal maintenance schedule obtained from the robust model is expected to be better than the one from the stochastic programming model.关键词
检修计划/风电/鲁棒优化/不确定性集合/保守性Key words
maintenance schedule/wind power/robust optimization/uncertainty set/conservatism分类
信息技术与安全科学引用本文复制引用
汲国强,吴文传,张伯明..考虑风电不确定性的机组检修鲁棒优化方法[J].中国电机工程学报,2015,(12):2919-2926,8.基金项目
国家重点基础研究发展计划项目(973项目)(2013CB228203)；国家自然科学基金项目(51177080)；新世纪优秀人才支持计划项目(NCET-11-0281)。The National Basic Research Program of China (973 Program)(2013CB228203) （973项目）
Project Supported by National Natural Science Foundation of China (51177080) （51177080）
Project Supported by Program for New Century Excellent Talents in University (NCET-11-0281) （NCET-11-0281）
