Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime

Photovoltaic (PV) inverter-based volt/var control (VVC) is highly promising to tackle the emerging voltage regulation challenges brought by increasing PV penetration. However, PV inverter operational reliability has arisen as a critical concern for practical VVC implementation. This paper proposes a...

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Main Authors: Chai, Qingmian, Zhang, Cuo, Xu, Yan, Dong, Zhao Yang, Zhang, Rui
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/169611
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1696112023-07-28T15:39:58Z Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime Chai, Qingmian Zhang, Cuo Xu, Yan Dong, Zhao Yang Zhang, Rui School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Distribution Network Inverter Reliability Analysis Photovoltaic (PV) inverter-based volt/var control (VVC) is highly promising to tackle the emerging voltage regulation challenges brought by increasing PV penetration. However, PV inverter operational reliability has arisen as a critical concern for practical VVC implementation. This paper proposes a new PV inverter based VVC optimization model and a Pareto front analysis method for maintaining a satisfactory inverter lifetime. First, reliability of the vulnerable DC-link capacitor inside a PV inverter is analyzed, and long-term VVC impact on inverter operational reliability is identified. Second, a multi-objective PV inverter based VVC optimization model is proposed for minimizing both inverter apparent power output and network power loss with a weighting factor. Third, a Pareto front analysis method is developed to visualize the impact of the weighting factor on VVC performance and inverter reliability, thus determining the effective weighting factor to reduce network power loss with expected inverter lifetime. Effectiveness of the proposed VVC optimization model and Pareto front analysis method are verified in a case study. Nanyang Technological University Published version This work was supported in part by NTU Grant No. 021542-00001, and in part by Australian Government Research Training Program Scholarship. 2023-07-26T02:43:57Z 2023-07-26T02:43:57Z 2023 Journal Article Chai, Q., Zhang, C., Xu, Y., Dong, Z. Y. & Zhang, R. (2023). Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime. CSEE Journal of Power and Energy Systems, 9(1), 111-121. https://dx.doi.org/10.17775/CSEEJPES.2022.00840 2096-0042 https://hdl.handle.net/10356/169611 10.17775/CSEEJPES.2022.00840 2-s2.0-85148879706 1 9 111 121 en NTU Grant 021542-00001 CSEE Journal of Power and Energy Systems © 2022 CSEE. Published by IEEE. This is an open-access article distributed under the terms of the Creative Commons Attribution License. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Distribution Network
Inverter Reliability Analysis
spellingShingle Engineering::Electrical and electronic engineering
Distribution Network
Inverter Reliability Analysis
Chai, Qingmian
Zhang, Cuo
Xu, Yan
Dong, Zhao Yang
Zhang, Rui
Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime
description Photovoltaic (PV) inverter-based volt/var control (VVC) is highly promising to tackle the emerging voltage regulation challenges brought by increasing PV penetration. However, PV inverter operational reliability has arisen as a critical concern for practical VVC implementation. This paper proposes a new PV inverter based VVC optimization model and a Pareto front analysis method for maintaining a satisfactory inverter lifetime. First, reliability of the vulnerable DC-link capacitor inside a PV inverter is analyzed, and long-term VVC impact on inverter operational reliability is identified. Second, a multi-objective PV inverter based VVC optimization model is proposed for minimizing both inverter apparent power output and network power loss with a weighting factor. Third, a Pareto front analysis method is developed to visualize the impact of the weighting factor on VVC performance and inverter reliability, thus determining the effective weighting factor to reduce network power loss with expected inverter lifetime. Effectiveness of the proposed VVC optimization model and Pareto front analysis method are verified in a case study.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Chai, Qingmian
Zhang, Cuo
Xu, Yan
Dong, Zhao Yang
Zhang, Rui
format Article
author Chai, Qingmian
Zhang, Cuo
Xu, Yan
Dong, Zhao Yang
Zhang, Rui
author_sort Chai, Qingmian
title Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime
title_short Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime
title_full Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime
title_fullStr Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime
title_full_unstemmed Pareto front analysis method for optimization of PV inverter based volt/var control considering inverter lifetime
title_sort pareto front analysis method for optimization of pv inverter based volt/var control considering inverter lifetime
publishDate 2023
url https://hdl.handle.net/10356/169611
_version_ 1773551287313367040