An Optimal Energy Storage Control Strategy for Grid-connected Microgrids

被引:180
作者
Malysz, Pawel [1 ]
Sirouspour, Shahin [2 ]
Emadi, Ali [1 ,2 ,3 ]
机构
[1] McMaster Univ, McMaster Inst Automot Res & Technol MacAUTO, Hamilton, ON L8S 4K1, Canada
[2] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON L8S 4K1, Canada
[3] McMaster Univ, Dept Mech Engn, Hamilton, ON L8S 4K1, Canada
关键词
Adaptive control; battery; energy management; microgrid; mixed integer linear programming; robust optimization; rolling horizon; smartgrid; solar power; wind power; OPERATION MANAGEMENT;
D O I
10.1109/TSG.2014.2302396
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an online optimal energy/power control method for the operation of energy storage in grid-connected electricity microgrids. The approach is based on a mixed-integer-linear-program optimization formulated over a rolling horizon window, considering predicted future electricity usage and renewable energy generation. Performance objectives include electricity usage cost, battery operation costs, and utility oriented goals related to the peak demand and load smoothing. A robust counterpart formulation of the optimization problem is also proposed to handle uncertainty in energy demand/generation prediction in a computationally efficient way. Further reduction in the computations is achieved by employing variable time steps and relaxing binary constraints. A series of simulations demonstrate the effectiveness of various features of the proposed energy/power management methodology in different scenarios.
引用
收藏
页码:1785 / 1796
页数:12
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