Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms

Andrey V. Savkin; Muhammad Khalid; Vassilios G. Agelidis

doi:10.1109/CCA.2014.6981515

Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms

Andrey V. Savkin
, Muhammad Khalid^*
, Vassilios G. Agelidis

^*Corresponding author for this work

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

20 Scopus citations

Abstract

This paper focuses on the development of a monotonic charge/discharge strategy to optimize the capacity of a large-scale battery energy storage system (BESS) integrated with a large wind farm to smooth out the intermittent wind farm output for effective power dispatch to the electricity grid. Since a large-scale BESS is rather expensive, adopting such strategy for optimal sizing of the BESS has become critically important. The paper proposes a constraint-based monotonic charge/discharge strategy for multiple batteries of a BESS and determines the optimal capacity of each individual battery satisfying a set of given operating constraints. The effectiveness of the strategy is confirmed with data analysis taken from an actual wind farm. The strategy is generic enough to be applicable to other intermittent generation sources such as solar PV farms.

Original language	English
Title of host publication	2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1372-1376
Number of pages	5
ISBN (Electronic)	9781479974092
DOIs	https://doi.org/10.1109/CCA.2014.6981515
State	Published - 9 Dec 2014
Externally published	Yes

Publication series

Name	2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

UN SDGs

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

SDG 7 Affordable and Clean Energy

ASJC Scopus subject areas

Computer Science Applications
Control and Systems Engineering

Access to Document

10.1109/CCA.2014.6981515

Cite this

Savkin, A. V., Khalid, M., & Agelidis, V. G. (2014). Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms. In 2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014 (pp. 1372-1376). Article 6981515 (2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCA.2014.6981515

Savkin, Andrey V. ; Khalid, Muhammad ; Agelidis, Vassilios G. / Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms. 2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 1372-1376 (2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014).

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abstract = "This paper focuses on the development of a monotonic charge/discharge strategy to optimize the capacity of a large-scale battery energy storage system (BESS) integrated with a large wind farm to smooth out the intermittent wind farm output for effective power dispatch to the electricity grid. Since a large-scale BESS is rather expensive, adopting such strategy for optimal sizing of the BESS has become critically important. The paper proposes a constraint-based monotonic charge/discharge strategy for multiple batteries of a BESS and determines the optimal capacity of each individual battery satisfying a set of given operating constraints. The effectiveness of the strategy is confirmed with data analysis taken from an actual wind farm. The strategy is generic enough to be applicable to other intermittent generation sources such as solar PV farms.",

author = "Savkin, \{Andrey V.\} and Muhammad Khalid and Agelidis, \{Vassilios G.\}",

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Savkin, AV, Khalid, M & Agelidis, VG 2014, Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms. in 2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014., 6981515, 2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 1372-1376. https://doi.org/10.1109/CCA.2014.6981515

Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms. / Savkin, Andrey V.; Khalid, Muhammad; Agelidis, Vassilios G.
2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 1372-1376 6981515 (2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014).

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

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AB - This paper focuses on the development of a monotonic charge/discharge strategy to optimize the capacity of a large-scale battery energy storage system (BESS) integrated with a large wind farm to smooth out the intermittent wind farm output for effective power dispatch to the electricity grid. Since a large-scale BESS is rather expensive, adopting such strategy for optimal sizing of the BESS has become critically important. The paper proposes a constraint-based monotonic charge/discharge strategy for multiple batteries of a BESS and determines the optimal capacity of each individual battery satisfying a set of given operating constraints. The effectiveness of the strategy is confirmed with data analysis taken from an actual wind farm. The strategy is generic enough to be applicable to other intermittent generation sources such as solar PV farms.

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Savkin AV, Khalid M, Agelidis VG. Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms. In 2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 1372-1376. 6981515. (2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014). doi: 10.1109/CCA.2014.6981515

Optimal size of battery energy storage and monotonic charging/discharging strategies for wind farms

Abstract

Publication series

Bibliographical note

UN SDGs

ASJC Scopus subject areas

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Cite this