电工技术学报2016,Vol.31Issue(21):114-124,11.
一种机组恢复决策的多时段协调优化方法
An Optimization Approach Based on Multiple Time-Step Coordination for Decision Making of Unit Restoration
摘要
Abstract
To accelerate the restoration speed of a power system after a blackout, it is necessary to restore as many thermal units as possible within their hot-start intervals by determining a reasonable unit restoration sequence. By analyzing the serial and parallel restoration patterns of units and considering the effects of the hot-start interval on the restoration sequence, a multiple time-step coordinative optimization approach for decision making of the unit restoration sequences is proposed in the paper. Adopting the global optimization strategy based on multiple time-step modeling and coordinative optimization, a bi-level optimization model based on time-step is established, in which the total capacity of the hot-started units and the total units’ MWh output in the overall process are treated as the upper-level and the lower-level objective functions respectively. The multiple population genetic algorithm ( MPGA ) based on optimal choice of states is employed to solve the model. So the global optimization for unit-restoration decision making is achieved. By reasonably controlling the number of the reserved solutions for each time step, the diversity of solutions is remained to avoid the local traps. At the same time, the limit for the number of states in every stage is added, and the computation complexity is well controlled in an acceptable degree. The effectiveness of the proposed method is validated by the optimization results from the New England 10-unit 39-bus power system and the southern power system of Hebei.关键词
网架重构/机组恢复排序/时段协调优化/状态优选/全局优化Key words
Network reconfiguration/sequence of unit restoration/multiple time-step coordinative optimization/optimal choice of state/global optimization分类
信息技术与安全科学引用本文复制引用
顾雪平,刘文轩,王佳裕,贾京华..一种机组恢复决策的多时段协调优化方法[J].电工技术学报,2016,31(21):114-124,11.基金项目
国家自然科学基金(51277076)和中央高校基本科研业务费专项基金(13XS24)资助项目。 (51277076)