Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation

被引:19
|
作者
Shin, Hunyoung [1 ]
Roh, Jae Hyung [2 ]
机构
[1] Sangmyung Univ, Dept Elect Engn, Seoul 03016, South Korea
[2] Konkuk Univ, Dept Elect Engn, Seoul 05029, South Korea
来源
IEEE ACCESS | 2020年 / 8卷
关键词
Degradation; Renewable energy sources; Forward contracts; Lithium-ion batteries; Battery degradation; energy storage system (ESS); ESS sizing; economic analysis; FREQUENCY REGULATION; TRANSMISSION; OPERATION; BEHAVIOR;
D O I
10.1109/ACCESS.2020.2977985
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There is growing interest in the use of energy storage systems (ESS) to create combined "renewable energy plus storage" power plants. ESS based on lithium-ion batteries have drawn much attention due to their high energy density and low self-discharge. However, as lithium-ion batteries are still costly, a power producer should determine ESS capacity in a sophisticated manner to ensure profitability of the PV plus storage projects. During the project horizon, lithium-ion batteries undergo severe capacity degradation, which must be considered in ESS planning. The degradation rate depends on various stress factors which are affected by ESS sizes and operation. Therefore, this paper aims to propose an advanced framework for calculating the capacity of an ESS supplementing a photovoltaic system considering the effect of the size and operation of ESS on battery degradation while maximizing profitability. Depending on how batteries are used during the project horizon, two scenarios are discussed and an ESS sizing framework for each scenario is suggested. To deal with non-convexity and black-box parameters of the optimal ESS sizing problems, we introduce an iterative algorithm that finds a solution by accessing battery degradation and optimizing profitability repetitively. We adopted the South Korean market for analysis and simulation of the frameworks.
引用
收藏
页码:60246 / 60258
页数:13
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