Smart coordination of virtual energy storage systems for distribution network management

With an increasing penetration of solar photovoltaic (PV) resources in distribution networks, voltage regulation becomes an important issue. In addition, due to the growth in air conditioning load in summer days, overloading management draws researchers’ attentions as well. This paper proposes a two...

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Main Authors: Wang, Dongxiao, Lai, Chun Sing, Li, Xuecong, Wu, Runji, Gao, Xiaodan, Lai, Loi Lei, Wu, Xueqing, Xu, Yi, Wen, Yonggang, Vaccaro, Alfredo
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/159866
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1598662022-07-05T01:16:27Z Smart coordination of virtual energy storage systems for distribution network management Wang, Dongxiao Lai, Chun Sing Li, Xuecong Wu, Runji Gao, Xiaodan Lai, Loi Lei Wu, Xueqing Xu, Yi Wen, Yonggang Vaccaro, Alfredo School of Computer Science and Engineering Engineering::Computer science and engineering Consensus Algorithm Network Loading Management With an increasing penetration of solar photovoltaic (PV) resources in distribution networks, voltage regulation becomes an important issue. In addition, due to the growth in air conditioning load in summer days, overloading management draws researchers’ attentions as well. This paper proposes a two-level consensus-driven distributed control strategy to coordinate virtual energy storage systems (VESSs), i.e. residential households with air conditioners, to avoid the violation of voltage and loading which are regarded as part of the main power quality issues in future distribution network. In the lower level, the precise modelling of VESSs is firstly built, then VESSs are aggregated via aggregators for better participating in the control scheme. Once the violation occurs, a consensus-driven control scheme in the upper level will be initiated to eliminate the error. Required active power adjustment is shared among VESSs aggregators via sparse communication networks, without compromising end users’ thermal comfort. Changes in the dynamic communication network topology are investigated to demonstrate their impacts on system performance. Simulation results based on a practical system in New South Wales, Australia is used to demonstrate the proposed control scheme, which can effectively manage voltage and loading in a distribution network with scalability and robustness. The work is co-sponsored by the Department of Finance and Education of Guangdong Province 2016 [202]: Key Discipline Construction Program, China; the Education Department of Guangdong Province: New and Integrated Energy System Theory and Technology Research Group [Project Number 2016KCXTD022]; and the research project under Guangdong Foshan Power Construction Corporation Group Co., Ltd. 2022-07-05T01:16:27Z 2022-07-05T01:16:27Z 2021 Journal Article Wang, D., Lai, C. S., Li, X., Wu, R., Gao, X., Lai, L. L., Wu, X., Xu, Y., Wen, Y. & Vaccaro, A. (2021). Smart coordination of virtual energy storage systems for distribution network management. International Journal of Electrical Power and Energy Systems, 129, 106816-. https://dx.doi.org/10.1016/j.ijepes.2021.106816 0142-0615 https://hdl.handle.net/10356/159866 10.1016/j.ijepes.2021.106816 2-s2.0-85100639526 129 106816 en International Journal of Electrical Power and Energy Systems © 2021 Elsevier Ltd. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
Consensus Algorithm
Network Loading Management
spellingShingle Engineering::Computer science and engineering
Consensus Algorithm
Network Loading Management
Wang, Dongxiao
Lai, Chun Sing
Li, Xuecong
Wu, Runji
Gao, Xiaodan
Lai, Loi Lei
Wu, Xueqing
Xu, Yi
Wen, Yonggang
Vaccaro, Alfredo
Smart coordination of virtual energy storage systems for distribution network management
description With an increasing penetration of solar photovoltaic (PV) resources in distribution networks, voltage regulation becomes an important issue. In addition, due to the growth in air conditioning load in summer days, overloading management draws researchers’ attentions as well. This paper proposes a two-level consensus-driven distributed control strategy to coordinate virtual energy storage systems (VESSs), i.e. residential households with air conditioners, to avoid the violation of voltage and loading which are regarded as part of the main power quality issues in future distribution network. In the lower level, the precise modelling of VESSs is firstly built, then VESSs are aggregated via aggregators for better participating in the control scheme. Once the violation occurs, a consensus-driven control scheme in the upper level will be initiated to eliminate the error. Required active power adjustment is shared among VESSs aggregators via sparse communication networks, without compromising end users’ thermal comfort. Changes in the dynamic communication network topology are investigated to demonstrate their impacts on system performance. Simulation results based on a practical system in New South Wales, Australia is used to demonstrate the proposed control scheme, which can effectively manage voltage and loading in a distribution network with scalability and robustness.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Wang, Dongxiao
Lai, Chun Sing
Li, Xuecong
Wu, Runji
Gao, Xiaodan
Lai, Loi Lei
Wu, Xueqing
Xu, Yi
Wen, Yonggang
Vaccaro, Alfredo
format Article
author Wang, Dongxiao
Lai, Chun Sing
Li, Xuecong
Wu, Runji
Gao, Xiaodan
Lai, Loi Lei
Wu, Xueqing
Xu, Yi
Wen, Yonggang
Vaccaro, Alfredo
author_sort Wang, Dongxiao
title Smart coordination of virtual energy storage systems for distribution network management
title_short Smart coordination of virtual energy storage systems for distribution network management
title_full Smart coordination of virtual energy storage systems for distribution network management
title_fullStr Smart coordination of virtual energy storage systems for distribution network management
title_full_unstemmed Smart coordination of virtual energy storage systems for distribution network management
title_sort smart coordination of virtual energy storage systems for distribution network management
publishDate 2022
url https://hdl.handle.net/10356/159866
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