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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Main Authors: Hunyoung Shin, Jae Hyung Roh
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9023493/
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spelling 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/
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