Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion”
In order to solve the problem of randomness and volatility caused by the rapid growth of renewable energy (RE), energy storage systems (ESSs)—as an important means of regulation—can effectively improve the flexible regulation capacity of power systems utilizing a high proportion of RE. Most of the c...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-12-01
|
| Series: | Energies |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1996-1073/16/24/7940 |
| _version_ | 1827574961211965440 |
|---|---|
| author | Yizheng Li Yuan Zeng Zhidong Wang Lang Zhao Yao Wang |
| author_facet | Yizheng Li Yuan Zeng Zhidong Wang Lang Zhao Yao Wang |
| author_sort | Yizheng Li |
| collection | DOAJ |
| description | In order to solve the problem of randomness and volatility caused by the rapid growth of renewable energy (RE), energy storage systems (ESSs)—as an important means of regulation—can effectively improve the flexible regulation capacity of power systems utilizing a high proportion of RE. Most of the current ESS capacity configuration procedures are carried out based on the typical scenario method or time series production simulation. This method tends to determine the size of the ESS configuration through multiple trial simulations. Uncertainty of simulation prediction data can result in the existence of an excess capacity or lack of configured capacity. In addition, this method reflects the ESS demand under specific targets, but it fails to fully utilize RE generation characteristics. The configuration process lacks the mathematical mechanism of RE consumption, and the calculation process is too complicated. In view of the shortcomings of traditional ESS optimal configuration methods, this paper examines the mathematical mechanism of RE consumption and proposes the ESS optimal configuration analysis method based on “equal area criterion”. First, the principle of RE consumption is analyzed and the “RE consumption characteristic curve” is proposed according to RE characteristics. In addition, a working principle diagram of RE consumption, including ESS, is constructed to visually show the consumption capacity of RE and the working position of ESS. Then, the ESS optimal configuration process, based on the “equal area criterion”, is proposed to achieve an accurate match between ESS capacity demand and RE consumption targets. Finally, the power grid of a region in China is taken as an example. We prove that the proposed method can save 1.41 × 10<sup>3</sup> MWh of ESS capacity and provide a more “mathematical” and “convenient” systematic solution for RE consumption and ESS optimization compared to the production simulation method. |
| first_indexed | 2024-03-08T20:49:28Z |
| format | Article |
| id | doaj.art-25003a4abb68473a81db2596323611e2 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-08T20:49:28Z |
| publishDate | 2023-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-25003a4abb68473a81db2596323611e22023-12-22T14:05:34ZengMDPI AGEnergies1996-10732023-12-011624794010.3390/en16247940Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion”Yizheng Li0Yuan Zeng1Zhidong Wang2Lang Zhao3Yao Wang4Key Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin 300072, ChinaState Grid Economic and Technological Research Institute Co., Ltd., Beijing 102209, ChinaState Grid Economic and Technological Research Institute Co., Ltd., Beijing 102209, ChinaEconomic and Technological Research Institute of State Grid Shanxi Electric Power Co., Ltd., Taiyuan 030021, ChinaIn order to solve the problem of randomness and volatility caused by the rapid growth of renewable energy (RE), energy storage systems (ESSs)—as an important means of regulation—can effectively improve the flexible regulation capacity of power systems utilizing a high proportion of RE. Most of the current ESS capacity configuration procedures are carried out based on the typical scenario method or time series production simulation. This method tends to determine the size of the ESS configuration through multiple trial simulations. Uncertainty of simulation prediction data can result in the existence of an excess capacity or lack of configured capacity. In addition, this method reflects the ESS demand under specific targets, but it fails to fully utilize RE generation characteristics. The configuration process lacks the mathematical mechanism of RE consumption, and the calculation process is too complicated. In view of the shortcomings of traditional ESS optimal configuration methods, this paper examines the mathematical mechanism of RE consumption and proposes the ESS optimal configuration analysis method based on “equal area criterion”. First, the principle of RE consumption is analyzed and the “RE consumption characteristic curve” is proposed according to RE characteristics. In addition, a working principle diagram of RE consumption, including ESS, is constructed to visually show the consumption capacity of RE and the working position of ESS. Then, the ESS optimal configuration process, based on the “equal area criterion”, is proposed to achieve an accurate match between ESS capacity demand and RE consumption targets. Finally, the power grid of a region in China is taken as an example. We prove that the proposed method can save 1.41 × 10<sup>3</sup> MWh of ESS capacity and provide a more “mathematical” and “convenient” systematic solution for RE consumption and ESS optimization compared to the production simulation method.https://www.mdpi.com/1996-1073/16/24/7940energy storage systemoptimal configuration methodrenewable energy consumptionequal area criterion |
| spellingShingle | Yizheng Li Yuan Zeng Zhidong Wang Lang Zhao Yao Wang Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion” Energies energy storage system optimal configuration method renewable energy consumption equal area criterion |
| title | Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion” |
| title_full | Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion” |
| title_fullStr | Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion” |
| title_full_unstemmed | Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion” |
| title_short | Optimal Configuration Analysis Method of Energy Storage System Based on “Equal Area Criterion” |
| title_sort | optimal configuration analysis method of energy storage system based on equal area criterion |
| topic | energy storage system optimal configuration method renewable energy consumption equal area criterion |
| url | https://www.mdpi.com/1996-1073/16/24/7940 |
| work_keys_str_mv | AT yizhengli optimalconfigurationanalysismethodofenergystoragesystembasedonequalareacriterion AT yuanzeng optimalconfigurationanalysismethodofenergystoragesystembasedonequalareacriterion AT zhidongwang optimalconfigurationanalysismethodofenergystoragesystembasedonequalareacriterion AT langzhao optimalconfigurationanalysismethodofenergystoragesystembasedonequalareacriterion AT yaowang optimalconfigurationanalysismethodofenergystoragesystembasedonequalareacriterion |