MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation

Zhengfa Zhang; Filipe Miguel Faria da Silva; Yifei Guo; Claus Leth Bak; Zhe Chen

doi:10.1109/IECON43393.2020.9254601

MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation

Zhengfa Zhang, Filipe Miguel Faria da Silva, Yifei Guo, Claus Leth Bak, Zhe Chen

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Abstract

This paper presents a double-stage voltage control method based on model predictive control to address the voltage regulation in distribution network with high penetration of distributed generation. In the first stage, the operation times of transformer with on-load tap changer and switchable capacitor banks are minimized in hourly timescale. In the second stage, the controller minimizes the distributed generation curtailment while guaranteeing bus voltages within allowed limits with a control period of 1 min. In this paper, an analytical method is applied to calculate the voltage sensitivities with respect to power injections and tap changes. Numerical simulations of a modified IEEE-33 bus system are performed to validate the proposed method.

Original language	English
Title of host publication	IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society
Number of pages	6
Publisher	IEEE
Publication date	18 Nov 2020
Pages	1633-1638
Article number	9254601
ISBN (Print)	978-1-7281-5415-2
ISBN (Electronic)	978-1-7281-5414-5
DOIs	https://doi.org/10.1109/IECON43393.2020.9254601
Publication status	Published - 18 Nov 2020
Event	46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020 - Virtual, Singapore, Singapore Duration: 18 Oct 2020 → 21 Oct 2020 http://www.conferences.academicjournals.org/cat/physical-sciences/46th-annual-conference-of-the-ieee-industrial-electronics-society

Conference

Conference	46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020
Country/Territory	Singapore
City	Virtual, Singapore
Period	18/10/2020 → 21/10/2020
Sponsor	IEEE Industrial Electronics Society (IES), SPECS - Smart Grid + Power Electronics Consortium Singapore, The Institute of Electrical and Electronics Engineers (IEEE)
Internet address	http://www.conferences.academicjournals.org/cat/physical-sciences/46th-annual-conference-of-the-ieee-industrial-electronics-society

Series	Proceedings of the Annual Conference of the IEEE Industrial Electronics Society
ISSN	1553-572X

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MPC_based Double_Stage Voltage Control of Distribution Networks with High Penetration of Distributed GenerationAccepted author manuscript, 1.1 MB

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Zhang, Zhengfa ; Silva, Filipe Miguel Faria da ; Guo, Yifei et al. / MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation. IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 2020. pp. 1633-1638 (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).

@inproceedings{25a9da5b31af47d5a67ed44d1b360e61,

title = "MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation",

abstract = "This paper presents a double-stage voltage control method based on model predictive control to address the voltage regulation in distribution network with high penetration of distributed generation. In the first stage, the operation times of transformer with on-load tap changer and switchable capacitor banks are minimized in hourly timescale. In the second stage, the controller minimizes the distributed generation curtailment while guaranteeing bus voltages within allowed limits with a control period of 1 min. In this paper, an analytical method is applied to calculate the voltage sensitivities with respect to power injections and tap changes. Numerical simulations of a modified IEEE-33 bus system are performed to validate the proposed method.",

author = "Zhengfa Zhang and Silva, {Filipe Miguel Faria da} and Yifei Guo and Bak, {Claus Leth} and Zhe Chen",

year = "2020",

month = nov,

day = "18",

doi = "10.1109/IECON43393.2020.9254601",

language = "English",

isbn = "978-1-7281-5415-2",

series = "Proceedings of the Annual Conference of the IEEE Industrial Electronics Society",

publisher = "IEEE",

pages = "1633--1638",

booktitle = "IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society",

address = "United States",

note = "46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020 ; Conference date: 18-10-2020 Through 21-10-2020",

url = "http://www.conferences.academicjournals.org/cat/physical-sciences/46th-annual-conference-of-the-ieee-industrial-electronics-society",

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Zhang, Z, Silva, FMFD, Guo, Y, Bak, CL & Chen, Z 2020, MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation. in IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society., 9254601, IEEE, Proceedings of the Annual Conference of the IEEE Industrial Electronics Society, pp. 1633-1638, 46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020, Virtual, Singapore, Singapore, 18/10/2020. https://doi.org/10.1109/IECON43393.2020.9254601

MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation. / Zhang, Zhengfa; Silva, Filipe Miguel Faria da; Guo, Yifei et al.
IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 2020. p. 1633-1638 9254601 (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation

AU - Zhang, Zhengfa

AU - Silva, Filipe Miguel Faria da

AU - Guo, Yifei

AU - Bak, Claus Leth

AU - Chen, Zhe

PY - 2020/11/18

Y1 - 2020/11/18

N2 - This paper presents a double-stage voltage control method based on model predictive control to address the voltage regulation in distribution network with high penetration of distributed generation. In the first stage, the operation times of transformer with on-load tap changer and switchable capacitor banks are minimized in hourly timescale. In the second stage, the controller minimizes the distributed generation curtailment while guaranteeing bus voltages within allowed limits with a control period of 1 min. In this paper, an analytical method is applied to calculate the voltage sensitivities with respect to power injections and tap changes. Numerical simulations of a modified IEEE-33 bus system are performed to validate the proposed method.

AB - This paper presents a double-stage voltage control method based on model predictive control to address the voltage regulation in distribution network with high penetration of distributed generation. In the first stage, the operation times of transformer with on-load tap changer and switchable capacitor banks are minimized in hourly timescale. In the second stage, the controller minimizes the distributed generation curtailment while guaranteeing bus voltages within allowed limits with a control period of 1 min. In this paper, an analytical method is applied to calculate the voltage sensitivities with respect to power injections and tap changes. Numerical simulations of a modified IEEE-33 bus system are performed to validate the proposed method.

U2 - 10.1109/IECON43393.2020.9254601

DO - 10.1109/IECON43393.2020.9254601

M3 - Article in proceeding

SN - 978-1-7281-5415-2

T3 - Proceedings of the Annual Conference of the IEEE Industrial Electronics Society

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EP - 1638

BT - IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society

PB - IEEE

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ER -

Zhang Z, Silva FMFD, Guo Y, Bak CL , Chen Z. MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation. In IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE. 2020. p. 1633-1638. 9254601. (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society). doi: 10.1109/IECON43393.2020.9254601

MPC-based Double-Stage Voltage Control of Distribution Networks with High Penetration of Distributed Generation

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