Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations

Denis Osipov; Nan Duan; Srikanth Allu; Srdjan Simunovic; Aleksandar Dimitrovski; Kai Sun

doi:10.1109/PESGM40551.2019.8973791

Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations

Denis Osipov, Nan Duan, Srikanth Allu, Srdjan Simunovic, Aleksandar Dimitrovski, Kai Sun

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

5 Scopus citations

Abstract

This paper describes a distributed Parareal in time algorithm with the adaptive coarse solver. In the distributed algorithm, the propagation of a coarse solution is distributed among processors in addition to the fine solution propagation. In the adaptive coarse solver the complexity of the model is changed based on the size of generator rotor angle deviation. In addition, non-iterative approach to model a ZIP load is presented. The proposed method is tested on the large-scale 5617-machine 70285-bus Eastern Interconnection system.

Original language	English
Title of host publication	2019 IEEE Power and Energy Society General Meeting, PESGM 2019
Publisher	IEEE Computer Society
ISBN (Electronic)	9781728119816
DOIs	https://doi.org/10.1109/PESGM40551.2019.8973791
State	Published - Aug 2019
Externally published	Yes
Event	2019 IEEE Power and Energy Society General Meeting, PESGM 2019 - Atlanta, United States Duration: Aug 4 2019 → Aug 8 2019

Publication series

Name	IEEE Power and Energy Society General Meeting
Volume	2019-August
ISSN (Print)	1944-9925
ISSN (Electronic)	1944-9933

Conference

Conference	2019 IEEE Power and Energy Society General Meeting, PESGM 2019
Country/Territory	United States
City	Atlanta
Period	08/4/19 → 08/8/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Keywords

Adaptive coarse solver
Parareal in time
coarse solution
distributed algorithm
fine solution

Access to Document

10.1109/PESGM40551.2019.8973791

Cite this

Osipov, D., Duan, N., Allu, S., Simunovic, S., Dimitrovski, A., & Sun, K. (2019). Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations. In 2019 IEEE Power and Energy Society General Meeting, PESGM 2019 Article 8973791 (IEEE Power and Energy Society General Meeting; Vol. 2019-August). IEEE Computer Society. https://doi.org/10.1109/PESGM40551.2019.8973791

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title = "Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations",

abstract = "This paper describes a distributed Parareal in time algorithm with the adaptive coarse solver. In the distributed algorithm, the propagation of a coarse solution is distributed among processors in addition to the fine solution propagation. In the adaptive coarse solver the complexity of the model is changed based on the size of generator rotor angle deviation. In addition, non-iterative approach to model a ZIP load is presented. The proposed method is tested on the large-scale 5617-machine 70285-bus Eastern Interconnection system.",

keywords = "Adaptive coarse solver, Parareal in time, coarse solution, distributed algorithm, fine solution",

author = "Denis Osipov and Nan Duan and Srikanth Allu and Srdjan Simunovic and Aleksandar Dimitrovski and Kai Sun",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE Power and Energy Society General Meeting, PESGM 2019 ; Conference date: 04-08-2019 Through 08-08-2019",

year = "2019",

month = aug,

doi = "10.1109/PESGM40551.2019.8973791",

language = "English",

series = "IEEE Power and Energy Society General Meeting",

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booktitle = "2019 IEEE Power and Energy Society General Meeting, PESGM 2019",

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Osipov, D, Duan, N, Allu, S , Simunovic, S, Dimitrovski, A & Sun, K 2019, Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations. in 2019 IEEE Power and Energy Society General Meeting, PESGM 2019., 8973791, IEEE Power and Energy Society General Meeting, vol. 2019-August, IEEE Computer Society, 2019 IEEE Power and Energy Society General Meeting, PESGM 2019, Atlanta, United States, 08/4/19. https://doi.org/10.1109/PESGM40551.2019.8973791

Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations. / Osipov, Denis; Duan, Nan; Allu, Srikanth et al.
2019 IEEE Power and Energy Society General Meeting, PESGM 2019. IEEE Computer Society, 2019. 8973791 (IEEE Power and Energy Society General Meeting; Vol. 2019-August).

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

TY - GEN

T1 - Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations

AU - Osipov, Denis

AU - Duan, Nan

AU - Allu, Srikanth

AU - Simunovic, Srdjan

AU - Dimitrovski, Aleksandar

AU - Sun, Kai

PY - 2019/8

Y1 - 2019/8

N2 - This paper describes a distributed Parareal in time algorithm with the adaptive coarse solver. In the distributed algorithm, the propagation of a coarse solution is distributed among processors in addition to the fine solution propagation. In the adaptive coarse solver the complexity of the model is changed based on the size of generator rotor angle deviation. In addition, non-iterative approach to model a ZIP load is presented. The proposed method is tested on the large-scale 5617-machine 70285-bus Eastern Interconnection system.

AB - This paper describes a distributed Parareal in time algorithm with the adaptive coarse solver. In the distributed algorithm, the propagation of a coarse solution is distributed among processors in addition to the fine solution propagation. In the adaptive coarse solver the complexity of the model is changed based on the size of generator rotor angle deviation. In addition, non-iterative approach to model a ZIP load is presented. The proposed method is tested on the large-scale 5617-machine 70285-bus Eastern Interconnection system.

KW - Adaptive coarse solver

KW - Parareal in time

KW - coarse solution

KW - distributed algorithm

KW - fine solution

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U2 - 10.1109/PESGM40551.2019.8973791

DO - 10.1109/PESGM40551.2019.8973791

M3 - Conference contribution

AN - SCOPUS:85097577174

T3 - IEEE Power and Energy Society General Meeting

BT - 2019 IEEE Power and Energy Society General Meeting, PESGM 2019

PB - IEEE Computer Society

T2 - 2019 IEEE Power and Energy Society General Meeting, PESGM 2019

Y2 - 4 August 2019 through 8 August 2019

ER -

Distributed Parareal in Time with Adaptive Coarse Solver for Large Scale Power System Simulations

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