电网技术2011,Vol.35Issue(12):208-213,6.
基于盒式集合鲁棒优化的风电并网最大装机容量
Robust Optimization With Box Set for Maximum Installed Capacity of Wind Farm Connected to Grid
摘要
Abstract
In allusion to the randomness of wind power generator sets, by use of robust optimization theory the uncertainty of wind speed is expressed by cassette uncertain sets, and taking wind speed as random variable, an optimization model for maximum installed capacity of wind farm under a certain security constraints is built. To solve the proposed model conveniently, the proposed model is simplified by Optimized duality theory and the uncertain quantities in the constraints are turned into the form of certain quantities as well as the proposed model into linear programming model. Analysis on calculation results of IEEE 30-bus system shows that the position of grid-connected node, fluctuation region of wind speed and parameters of wind turbine greatly influence on maximum installed capacity of wind farm, and the proposed robust optimization based model and method to determine maximum installed capacity of wind farm is feasible, effective and efficient.关键词
最大装机容量/穿透功率极限/风电场/鲁棒优化/盒式集合/不确定性Key words
maximum installed capacity/penetrating power limit/wind farm/robust optimization/cassette set/uncertainty分类
信息技术与安全科学引用本文复制引用
李斯,周任军,童小娇,彭莎,赵邈,姚龙华..基于盒式集合鲁棒优化的风电并网最大装机容量[J].电网技术,2011,35(12):208-213,6.基金项目
国家自然科学基金资助项目 ()
湖南省教育厅重点项目 ()
湖南省自然科学衡阳联合基金资助项目(10JJ8008). ()