Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV

Photovoltaic (PV) power generation has highly penetrated in distribution networks, providing clean and sustainable energy. However, its uncertain and intermittent power outputs significantly impair network operation, leading to unexpected power loss and voltage fluctuation. To address the uncertaint...

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Main Authors: Li, Peishuai, Wu, Zaijun, Zhang, Cuo, Xu, Yan, Dong, Zhaoyang, Hu, Minqiang
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/169660
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1696602023-07-28T15:39:41Z Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV Li, Peishuai Wu, Zaijun Zhang, Cuo Xu, Yan Dong, Zhaoyang Hu, Minqiang School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Multi-Timescale Photovoltaic Photovoltaic (PV) power generation has highly penetrated in distribution networks, providing clean and sustainable energy. However, its uncertain and intermittent power outputs significantly impair network operation, leading to unexpected power loss and voltage fluctuation. To address the uncertainties, this paper proposes a multi-timescale affinely adjustable robust reactive power dispatch (MTAAR-RPD) method to reduce the network power losses as well as alleviate voltage deviations and fluctuations. The MTAAR-RPD aims to coordinate on-load tap changers (OLTCs), capacitor banks (CBs), and PV inverters through a three-stage structure which covers multiple timescales of 'hour-minute-second'. The first stage schedules CBs and OLTCs hourly while the second stage dispatches the base reactive power outputs of PV inverter every 15 min. The third stage affinely adjusts the inverter reactive power output based on an optimized Q-P droop controller in real time. The three stages are coordinately optimized by an affinely adjustable robust optimization method. A solution algorithm based on a cutting plane algorithm is developed to solve the optimization problem effectively. The proposed method is verified through theoretical analysis and numerical simulations. Published version This work was supported in part by the Scientific Research Foundation of Nanjing University of Science and Technology (No. AE89991/255), in part by Jiangsu Provincial Key Laboratory of Smart Grid Technology and Equipment Project, Southeast University, in part by the National Natural Science Founda‐ tion of China (No.51677025), and in part by the Science and Technology Proj‐ ect of State Grid Corporation (No. SGMD0000YXJS1900502). 2023-07-28T05:15:20Z 2023-07-28T05:15:20Z 2023 Journal Article Li, P., Wu, Z., Zhang, C., Xu, Y., Dong, Z. & Hu, M. (2023). Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV. Journal of Modern Power Systems and Clean Energy, 11(1), 324-334. https://dx.doi.org/10.35833/MPCE.2020.000624 2196-5625 https://hdl.handle.net/10356/169660 10.35833/MPCE.2020.000624 2-s2.0-85148079280 1 11 324 334 en Journal of Modern Power Systems and Clean Energy © 2023 The Author(s). Published by IEEE. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/). 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
Multi-Timescale
Photovoltaic
spellingShingle Engineering::Electrical and electronic engineering
Multi-Timescale
Photovoltaic
Li, Peishuai
Wu, Zaijun
Zhang, Cuo
Xu, Yan
Dong, Zhaoyang
Hu, Minqiang
Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV
description Photovoltaic (PV) power generation has highly penetrated in distribution networks, providing clean and sustainable energy. However, its uncertain and intermittent power outputs significantly impair network operation, leading to unexpected power loss and voltage fluctuation. To address the uncertainties, this paper proposes a multi-timescale affinely adjustable robust reactive power dispatch (MTAAR-RPD) method to reduce the network power losses as well as alleviate voltage deviations and fluctuations. The MTAAR-RPD aims to coordinate on-load tap changers (OLTCs), capacitor banks (CBs), and PV inverters through a three-stage structure which covers multiple timescales of 'hour-minute-second'. The first stage schedules CBs and OLTCs hourly while the second stage dispatches the base reactive power outputs of PV inverter every 15 min. The third stage affinely adjusts the inverter reactive power output based on an optimized Q-P droop controller in real time. The three stages are coordinately optimized by an affinely adjustable robust optimization method. A solution algorithm based on a cutting plane algorithm is developed to solve the optimization problem effectively. The proposed method is verified through theoretical analysis and numerical simulations.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Li, Peishuai
Wu, Zaijun
Zhang, Cuo
Xu, Yan
Dong, Zhaoyang
Hu, Minqiang
format Article
author Li, Peishuai
Wu, Zaijun
Zhang, Cuo
Xu, Yan
Dong, Zhaoyang
Hu, Minqiang
author_sort Li, Peishuai
title Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV
title_short Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV
title_full Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV
title_fullStr Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV
title_full_unstemmed Multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of PV
title_sort multi-timescale affinely adjustable robust reactive power dispatch of distribution networks integrated with high penetration of pv
publishDate 2023
url https://hdl.handle.net/10356/169660
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