Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation
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 ba...
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doaj-7f5f7047d9e4409ab037f6e6b72331fa2021-03-30T01:29:28ZengIEEEIEEE Access2169-35362020-01-018602466025810.1109/ACCESS.2020.29779859023493Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery DegradationHunyoung Shin0https://orcid.org/0000-0003-0200-4008Jae Hyung Roh1https://orcid.org/0000-0002-7285-7375Department of Electrical Engineering, Sangmyung University, Seoul, South KoreaDepartment of Electrical Engineering, Konkuk University, Seoul, South KoreaThere 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.https://ieeexplore.ieee.org/document/9023493/Battery degradationenergy storage system (ESS)ESS sizingeconomic analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hunyoung Shin Jae Hyung Roh |
spellingShingle |
Hunyoung Shin Jae Hyung Roh Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation IEEE Access Battery degradation energy storage system (ESS) ESS sizing economic analysis |
author_facet |
Hunyoung Shin Jae Hyung Roh |
author_sort |
Hunyoung Shin |
title |
Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation |
title_short |
Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation |
title_full |
Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation |
title_fullStr |
Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation |
title_full_unstemmed |
Framework for Sizing of Energy Storage System Supplementing Photovoltaic Generation in Consideration of Battery Degradation |
title_sort |
framework for sizing of energy storage system supplementing photovoltaic generation in consideration of battery degradation |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
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. |
topic |
Battery degradation energy storage system (ESS) ESS sizing economic analysis |
url |
https://ieeexplore.ieee.org/document/9023493/ |
work_keys_str_mv |
AT hunyoungshin frameworkforsizingofenergystoragesystemsupplementingphotovoltaicgenerationinconsiderationofbatterydegradation AT jaehyungroh frameworkforsizingofenergystoragesystemsupplementingphotovoltaicgenerationinconsiderationofbatterydegradation |
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1724186914284634112 |