Transient Stability Assessment of Islanded Microgrids Through Quantum Computing

Yan Li; Liang Du

doi:10.1109/ITEC55900.2023.10187079

Transient Stability Assessment of Islanded Microgrids Through Quantum Computing

Yan Li, Liang Du

Electrical Engineering

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

1 Scopus citations

Abstract

Quantum Fourier Transform (QFT) is introduced in this paper, which is a quantum implementation of discrete Fourier transform (DFT) that is a cornerstone of power system dynamics analysis. The essential idea of QFT and quantum circuit implementation have been developed to compute the frequency spectrum of the transient responses of microgrids under islanded operation with droop control. QFT reduces the complexity of DFT from O(N log2N) for classical computing to O(log2 2 N) for quantum computing. Thus, DFT for transient analysis can be performed exponentially faster than the fast Fourier transform in classical computers. Numerical examples of a typical networked microgrid system have tested and verified the effectiveness of QFT. It casts light on solving challenges through quantum algorithms that are hard for classical computers.

Original language	English (US)
Title of host publication	2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350397420
DOIs	https://doi.org/10.1109/ITEC55900.2023.10187079
State	Published - 2023
Event	2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023 - Detroit, United States Duration: Jun 21 2023 → Jun 23 2023

Publication series

Name	2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023

Conference

Conference	2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023
Country/Territory	United States
City	Detroit
Period	6/21/23 → 6/23/23

All Science Journal Classification (ASJC) codes

Energy Engineering and Power Technology
Automotive Engineering
Transportation
Control and Optimization

Access to Document

10.1109/ITEC55900.2023.10187079

Cite this

@inproceedings{a74f5ecd33c84af6a4b1ffef8724b5eb,

title = "Transient Stability Assessment of Islanded Microgrids Through Quantum Computing",

abstract = "Quantum Fourier Transform (QFT) is introduced in this paper, which is a quantum implementation of discrete Fourier transform (DFT) that is a cornerstone of power system dynamics analysis. The essential idea of QFT and quantum circuit implementation have been developed to compute the frequency spectrum of the transient responses of microgrids under islanded operation with droop control. QFT reduces the complexity of DFT from O(N log2N) for classical computing to O(log2 2 N) for quantum computing. Thus, DFT for transient analysis can be performed exponentially faster than the fast Fourier transform in classical computers. Numerical examples of a typical networked microgrid system have tested and verified the effectiveness of QFT. It casts light on solving challenges through quantum algorithms that are hard for classical computers.",

author = "Yan Li and Liang Du",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023 ; Conference date: 21-06-2023 Through 23-06-2023",

year = "2023",

doi = "10.1109/ITEC55900.2023.10187079",

language = "English (US)",

series = "2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023",

address = "United States",

}

Li, Y & Du, L 2023, Transient Stability Assessment of Islanded Microgrids Through Quantum Computing. in 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023. 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023, Institute of Electrical and Electronics Engineers Inc., 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023, Detroit, United States, 6/21/23. https://doi.org/10.1109/ITEC55900.2023.10187079

Transient Stability Assessment of Islanded Microgrids Through Quantum Computing. / Li, Yan; Du, Liang.
2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023).

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

TY - GEN

T1 - Transient Stability Assessment of Islanded Microgrids Through Quantum Computing

AU - Li, Yan

AU - Du, Liang

PY - 2023

Y1 - 2023

N2 - Quantum Fourier Transform (QFT) is introduced in this paper, which is a quantum implementation of discrete Fourier transform (DFT) that is a cornerstone of power system dynamics analysis. The essential idea of QFT and quantum circuit implementation have been developed to compute the frequency spectrum of the transient responses of microgrids under islanded operation with droop control. QFT reduces the complexity of DFT from O(N log2N) for classical computing to O(log2 2 N) for quantum computing. Thus, DFT for transient analysis can be performed exponentially faster than the fast Fourier transform in classical computers. Numerical examples of a typical networked microgrid system have tested and verified the effectiveness of QFT. It casts light on solving challenges through quantum algorithms that are hard for classical computers.

AB - Quantum Fourier Transform (QFT) is introduced in this paper, which is a quantum implementation of discrete Fourier transform (DFT) that is a cornerstone of power system dynamics analysis. The essential idea of QFT and quantum circuit implementation have been developed to compute the frequency spectrum of the transient responses of microgrids under islanded operation with droop control. QFT reduces the complexity of DFT from O(N log2N) for classical computing to O(log2 2 N) for quantum computing. Thus, DFT for transient analysis can be performed exponentially faster than the fast Fourier transform in classical computers. Numerical examples of a typical networked microgrid system have tested and verified the effectiveness of QFT. It casts light on solving challenges through quantum algorithms that are hard for classical computers.

UR - http://www.scopus.com/inward/record.url?scp=85168237390&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85168237390&partnerID=8YFLogxK

U2 - 10.1109/ITEC55900.2023.10187079

DO - 10.1109/ITEC55900.2023.10187079

M3 - Conference contribution

AN - SCOPUS:85168237390

T3 - 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023

BT - 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023

Y2 - 21 June 2023 through 23 June 2023

ER -

Transient Stability Assessment of Islanded Microgrids Through Quantum Computing

Abstract

Publication series

Conference

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this