微电网
尺寸
线性化
泄流深度
储能
数学优化
可靠性工程
航程(航空)
尺寸标注
整数规划
分段
电池(电)
软件部署
非线性规划
分布式发电
非线性系统
计算机科学
工程类
电气工程
功率(物理)
电压
数学
可再生能源
物理
量子力学
艺术
数学分析
航空航天工程
视觉艺术
操作系统
作者
Ibrahim Alsaidan,Amin Khodaei,Wenzhong Gao
标识
DOI:10.1109/tpwrs.2017.2769639
摘要
Microgrids expansion problems with battery energy storage (BES) have gained great attention in recent years. To ensure reliable, resilient, and cost-effective operation of microgrids, the installed BES must be optimally sized. However, critical factors that have a great impact on the accuracy and practicality of the BES sizing results are normally overlooked. These factors include the wide range of characteristics for different technologies, the distributed deployment, the impact of depth of discharge and the number of charging/discharging cycles on the BES degradation, and the coordination of microgrid operation modes. Thus, this paper proposes a comprehensive BES sizing model for microgrid applications, which takes these critical factors into account when solving the microgrid expansion problem and accordingly returns the optimal BES size, technology, number, and maximum depth of discharge. The microgrid expansion problem is formulated using mixed integer linear programming. The nonlinear relationship between the BES depth of discharge and lifecycle is linearized using piecewise linearization technique and implemented to model the BES degradation. The proposed model is validated using a test microgrid. The conducted numerical simulation shows that the proposed model is able to determine the optimal BES size, technology, number, and maximum depth of discharge and further enhances the accuracy and practicality of the BES sizing solutions.
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