电工技术学报2017，Vol.32Issue(5)：184-192,9.
可再生能源微网鲁棒多目标优化调度
Robust Multi-Objective Optimization Scheduling of Micro-Grids with Renewable Energy
摘要
Abstract
In view of the problem that multi-objective demand and parameter uncertainties in micro-grids operation, a robust multi-objective optimization scheduling method is proposed to derive scheduling schemes that attenuate the disturbance of uncertainties under the multi-objective framework.Also, a robust economic environmental optimization scheduling model is formulated , whose robustness measure is introduced to capture the characteristic of uncertainties so as to alleviate conservatism in the derived model.Here, the robust transformation theory is employed to transform this model into its robust counterpart.Based on duality principle, the changed model is recast as a deterministic multi-objective optimization problem, which is efficiently solved by the multi-objective evolutionary algorithm.Simulation results demonstrate that the Pareto front achieved in this model can attenuate the disturbance of uncertainties and satisfy both requirements of economics and environment.As a result, the validity and feasibility of the proposed optimization model and method are clarified.关键词
可再生能源/微网/鲁棒优化/多目标/调度Key words
Renewable energy/micro-grids/robust optimization/multi-objective/scheduling分类
信息技术与安全科学引用本文复制引用
王鲁浩,李歧强,丁然,王蕊..可再生能源微网鲁棒多目标优化调度[J].电工技术学报,2017,32(5):184-192,9.基金项目
山东省自然科学基金项目资助(ZR2014FM036). （ZR2014FM036）
