| Title |
A Study on ESS Optimal Operation Strategy Using Two Stage Hybrid Optimization |
| Authors |
공은경(Eun-Kyoung Gong) ; 손진만(Jin-Man Sohn) |
| DOI |
http://doi.org/10.5370/KIEE.2018.67.7.833 |
| Keywords |
Linear programming ; Mixed integer linear programming ; Quadratic programming ; Two stage hybrid optimization |
| Abstract |
This paper presents an analysis and the methodology of optimal operation strategy of the ESS(Energy Storage System) for reduce electricity charges. Electricity charges consist of a basic charge based on the contract capacity and energy charge according to the power usage. In order to use electrical energy at minimal charge, these two factors are required to be reduced at the same time. QP(Quadratic Programming) is appropriate for minimization of the basic charge and LP(Linear Programmin) is adequate to minimize the energy charge. However, the integer variable have to be introduced for modelling of different charge and discharge efficiency of ESS PCS(Power Conversion System), where MILP(Mixed Integer Linear Programming) can be used. In this case, the extent to which the peak load savings is accomplished should be assumed before the energy charge is minimized. So, to minimize the electricity charge exactly, optimization is sequentially performed in this paper, so-called the Two Stage Hybird optimization, where the extent to which the peak load savings is firstly accomplished through optimization of basic charge and then the optimization of energy charge is performed with different charge and discharge efficiency of ESS PCS. Finally, the proposed method is analyzed quantitatively with other optimization methods. |