摘要
蓄电池储能是进行微电网日前调度需要综合考虑的重要单元。为了充分发挥蓄电池储能平抑可再生能源波动、调节系统峰谷差及减小系统备用的功能,需要综合考虑其剩余容量、充放电功率及充放电次数对蓄电池寿命的影响。文中通过推导得出了反应蓄电池每一次放电损耗的数学模型,并对其进行了适当简化,通过权重因子将其引入到日前调度优化的目标函数中;针对蓄电池储能约束条件时间上耦合的特点,文中将基于拉格朗日松弛和内点法的动态规划方法应用于模型求解;通过算例分析,表明了所述方法对微电网日前调度具有良好的优化效果。
Battery energy storage is an important element to be considered when the day-ahead dispatch of microgrid is carried out. In order to maximize the abilities of battery energy storage for stabilizing the fluctuations of renewable energy, regulating the difference between peak and valley and reducing the back capacity, the impacts on the battery life need to be considered, such as remaining capacity, charge power discharge power and the number of use times. In this paper, the mathematical model of each battery discharge loss is established. Before the model is introduced into the scheduling optimization objective function appropriate simplification is carried out by the weighting factor. For the characteristics of battery energy storage constraints relaxation and interior point method are introduced numerical example shows that the proposed method has coupled in continuous time, the Lagrangian to solve dynamic programming model. The good optimization results.
出处
《电工技术学报》
EI
CSCD
北大核心
2015年第22期172-180,共9页
Transactions of China Electrotechnical Society
基金
国家自然科学基金面上项目(51277170)
国家自然科学青年基金(50907065)
中国科学院知识创新工程重要方向项目(KGCX2-EW-322)资助
关键词
蓄电池寿命
微电网
优化
日前调度
Battery life, optimization, microgrid, day-ahead scheduling
