A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources

Li Li; Qinglei Zhang; Xiaosheng Zhang; Ziyu Zhang; Miao Yang; Botao Gao; Tao Ding

doi:10.1109/ICoPESA56898.2023.10141248

A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources

Li Li
, Qinglei Zhang
, Xiaosheng Zhang
, Ziyu Zhang
, Miao Yang
, Botao Gao
, Tao Ding

School of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

Renewable energy sources play important role in the provision of clean electricity and the reduction of emissions in the power industry. However, the intermittency and uncertainty of renewable energy sources would bring great challenges to the secure operation of the modern power system. Energy storage is utilized to handle the above issues at an expensive cost. Shared energy storage is introduced to obtain a lower operation cost further. Firstly, the mathematical model of shared energy storage is studied. Secondly, a two-stage stochastic dispatch model for the power system considering shared energy storage and renewable energy sources is proposed to handle the uncertainty. Finally, numerical results performed on the modified IEEE 24-bus system demonstrate the effectiveness of the proposed model in the reduction of operation costs.

Original language	English
Title of host publication	2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	473-477
Number of pages	5
ISBN (Electronic)	9798350345605
DOIs	https://doi.org/10.1109/ICoPESA56898.2023.10141248
State	Published - 2023
Event	2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023 - Nanjing, China Duration: 24 Feb 2023 → 26 Feb 2023

Publication series

Name	2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023

Conference

Conference	2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023
Country/Territory	China
City	Nanjing
Period	24/02/23 → 26/02/23

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

renewable energy sources
shared energy storage
stochastic unit commitment

Access to Document

10.1109/ICoPESA56898.2023.10141248

Cite this

Li, L., Zhang, Q., Zhang, X., Zhang, Z., Yang, M., Gao, B., & Ding, T. (2023). A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources. In 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023 (pp. 473-477). (2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICoPESA56898.2023.10141248

Li, Li ; Zhang, Qinglei ; Zhang, Xiaosheng et al. / A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources. 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 473-477 (2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023).

@inproceedings{dc54d5484f9342cba2618937172e1034,

title = "A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources",

abstract = "Renewable energy sources play important role in the provision of clean electricity and the reduction of emissions in the power industry. However, the intermittency and uncertainty of renewable energy sources would bring great challenges to the secure operation of the modern power system. Energy storage is utilized to handle the above issues at an expensive cost. Shared energy storage is introduced to obtain a lower operation cost further. Firstly, the mathematical model of shared energy storage is studied. Secondly, a two-stage stochastic dispatch model for the power system considering shared energy storage and renewable energy sources is proposed to handle the uncertainty. Finally, numerical results performed on the modified IEEE 24-bus system demonstrate the effectiveness of the proposed model in the reduction of operation costs.",

keywords = "renewable energy sources, shared energy storage, stochastic unit commitment",

author = "Li Li and Qinglei Zhang and Xiaosheng Zhang and Ziyu Zhang and Miao Yang and Botao Gao and Tao Ding",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023 ; Conference date: 24-02-2023 Through 26-02-2023",

year = "2023",

doi = "10.1109/ICoPESA56898.2023.10141248",

language = "英语",

series = "2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "473--477",

booktitle = "2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023",

}

Li, L, Zhang, Q, Zhang, X, Zhang, Z, Yang, M, Gao, B & Ding, T 2023, A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources. in 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023. 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023, Institute of Electrical and Electronics Engineers Inc., pp. 473-477, 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023, Nanjing, China, 24/02/23. https://doi.org/10.1109/ICoPESA56898.2023.10141248

A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources. / Li, Li; Zhang, Qinglei; Zhang, Xiaosheng et al.
2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 473-477 (2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources

AU - Li, Li

AU - Zhang, Qinglei

AU - Zhang, Xiaosheng

AU - Zhang, Ziyu

AU - Yang, Miao

AU - Gao, Botao

AU - Ding, Tao

PY - 2023

Y1 - 2023

N2 - Renewable energy sources play important role in the provision of clean electricity and the reduction of emissions in the power industry. However, the intermittency and uncertainty of renewable energy sources would bring great challenges to the secure operation of the modern power system. Energy storage is utilized to handle the above issues at an expensive cost. Shared energy storage is introduced to obtain a lower operation cost further. Firstly, the mathematical model of shared energy storage is studied. Secondly, a two-stage stochastic dispatch model for the power system considering shared energy storage and renewable energy sources is proposed to handle the uncertainty. Finally, numerical results performed on the modified IEEE 24-bus system demonstrate the effectiveness of the proposed model in the reduction of operation costs.

AB - Renewable energy sources play important role in the provision of clean electricity and the reduction of emissions in the power industry. However, the intermittency and uncertainty of renewable energy sources would bring great challenges to the secure operation of the modern power system. Energy storage is utilized to handle the above issues at an expensive cost. Shared energy storage is introduced to obtain a lower operation cost further. Firstly, the mathematical model of shared energy storage is studied. Secondly, a two-stage stochastic dispatch model for the power system considering shared energy storage and renewable energy sources is proposed to handle the uncertainty. Finally, numerical results performed on the modified IEEE 24-bus system demonstrate the effectiveness of the proposed model in the reduction of operation costs.

KW - renewable energy sources

KW - shared energy storage

KW - stochastic unit commitment

UR - https://www.scopus.com/pages/publications/85163030938

U2 - 10.1109/ICoPESA56898.2023.10141248

DO - 10.1109/ICoPESA56898.2023.10141248

M3 - 会议稿件

AN - SCOPUS:85163030938

T3 - 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023

SP - 473

EP - 477

BT - 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023

Y2 - 24 February 2023 through 26 February 2023

ER -

Li L, Zhang Q, Zhang X, Zhang Z, Yang M, Gao B et al. A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources. In 2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 473-477. (2023 International Conference on Power Energy Systems and Applications, ICoPESA 2023). doi: 10.1109/ICoPESA56898.2023.10141248

A Two-Stage Stochastic Unit Commitment Considering Shared Energy Storage and Renewable Energy Sources

Abstract

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UN SDGs

Keywords

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