Cost Optimization of Battery and Supercapacitor Hybrid Energy Storage System for Dispatching Solar PV Power

被引:0
|
作者
Roy, Pranoy [1 ]
He, JiangBiao [1 ]
Liao, Yuan [1 ]
机构
[1] Univ Kentucky, Lexington, KY 40506 USA
关键词
cost analysis; hourly dispatching; hybrid energy storage system; particle swarm optimization; solar energy conversion; DESIGN; WIND;
D O I
10.1109/ecce44975.2020.9235797
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper aims to optimize the cost of a battery and supercapacitor hybrid energy storage system (HESS) for dispatching solar power at one-hour increments for an entire day for megawatt-scale grid-connected photovoltaic (PV) arrays. A low-pass filter (LPF) is utilized to allocate the power between a battery and a supercapacitor (SC). The cost optimization of the HESS is calculated based on the time constant of the LPF through extensive simulations in a MATLAB/SIMULINK environment. Curve fitting and Particle Swarm Optimization (PSO) techniques are implemented to seek the optimum value of the LPF time constant. A fuzzy logic controller as a function of battery state of charge is developed to estimate the grid reference power for each one-hour dispatching period. Since the ambient temperature and PV cell temperature are different, this study also considers the relationship between them and presents their effects on energy storage cost calculations.
引用
收藏
页码:561 / 568
页数:8
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