Title :
MILP-based rolling horizon control for microgrids with battery storage
Author :
Malysz, Pawel ; Sirouspour, Shahin ; Emadi, Ali
Author_Institution :
McMaster Inst. for Automotive Res. & Technol., Hamilton, ON, Canada
Abstract :
An energy management system is proposed for a grid-connected microgrid with on-site battery storage and renewable energy sources. The system controls power flow between the microgrid and grid in order to effectively utilize renewable energy and maximize economic benefits for the customer and the utility operator. The power flow is optimized by formulating and solving a mixed-integer-linear-program optimization over a rolling horizon window. Multiple objectives concerning economic benefits, cost of battery operation and grid power profile shaping are built into the optimization. So called battery incremental red-zone power rates are among unique battery management features of this formulation. Careful consideration is also given to reducing the computations so the controller can run on an embedded computer in real time. Simulation results highlight the effectiveness of various novel aspects of the proposed controller.
Keywords :
battery management systems; distributed power generation; energy management systems; integer programming; linear programming; load flow; power distribution economics; renewable energy sources; MILP-based rolling horizon control; battery incremental red-zone power rates; battery management features; battery operation cost; customer; economic benefits; embedded computer; energy management system; grid power profile shaping; grid-connected microgrid; mixed-integer-linear-program optimization; on-site battery storage; power flow; renewable energy sources; utility operator; Batteries; Economics; Energy management; Microgrids; Optimization; Partial discharges; Vectors;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6699455