Title :
Near optimal energy management algorithms for grid-connected storage systems
Author :
Doron, Lifshitz ; Weiss, George
Author_Institution :
Dept. of EE - Syst., Tel Aviv Univ., Ramat Aviv, Israel
Abstract :
This paper proposes near optimal (to a desired degree) deterministic charge/discharge policies for the maximization of profit in a grid-connected storage system. The changing price of electricity is assumed to be known. We give algorithms for the approximate solution using dynamic programming. We prove that a bang off bang (BOB) type policy is optimal if the storage device is a supercapacitor. The advantages of using a battery model that takes into account the diffusion of charges are discussed and both simulation and experimental results are shown.
Keywords :
approximation theory; dynamic programming; energy management systems; power grids; power markets; supercapacitors; BOB type policy; bang off bang type policy; battery model; charge diffusion; dynamic programming; electricity pricing; grid-connected storage system; near optimal deterministic charge-discharge policy; near optimal energy management algorithm; profit maximization; supercapacitor; Approximation methods; Batteries; Computational modeling; Mathematical model; Optimal control; Optimization; Supercapacitors; Storage; dynamic programming; optimal control;
Conference_Titel :
Electrical & Electronics Engineers in Israel (IEEEI), 2012 IEEE 27th Convention of
Conference_Location :
Eilat
Print_ISBN :
978-1-4673-4682-5
DOI :
10.1109/EEEI.2012.6377100