Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning

Oroghene Oboreh-Snapps; Sophia A. Strathman; Jonathan Saelens; Arnold Fernandes; Jonathan W. Kimball

doi:10.1109/APEC48139.2024.10509093

Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning

Oroghene Oboreh-Snapps
, Sophia A. Strathman
, Jonathan Saelens
, Arnold Fernandes
, Jonathan W. Kimball

Electrical and Computer Engineering

Missouri University of Science and Technology

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

Original language	English
Title of host publication	2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2946-2953
Number of pages	8
ISBN (Electronic)	9798350316643
DOIs	https://doi.org/10.1109/APEC48139.2024.10509093
State	Published - 2024
Event	39th Annual IEEE Applied Power Electronics Conference and Exposition, APEC 2024 - Long Beach, United States Duration: Feb 25 2024 → Feb 29 2024

Publication series

Name	Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC
ISSN (Print)	1048-2334

Conference

Conference	39th Annual IEEE Applied Power Electronics Conference and Exposition, APEC 2024
Country/Territory	United States
City	Long Beach
Period	2/25/24 → 2/29/24

ASJC Scopus Subject Areas

Electrical and Electronic Engineering

Keywords

Inverter Based Distributed Generator
Microgrid
Reactive power sharing
Twin Delayed Deep Deterministic Policy Gradient
Virtual Synchronous Generator

Access to Document

10.1109/APEC48139.2024.10509093

Cite this

Oboreh-Snapps, O., Strathman, S. A., Saelens, J., Fernandes, A., & Kimball, J. W. (2024). Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning. In 2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024 (pp. 2946-2953). (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APEC48139.2024.10509093

Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning. / Oboreh-Snapps, Oroghene; Strathman, Sophia A.; Saelens, Jonathan et al.
2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 2946-2953 (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC).

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

Oboreh-Snapps, O, Strathman, SA, Saelens, J, Fernandes, A & Kimball, JW 2024, Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning. in 2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024. Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC, Institute of Electrical and Electronics Engineers Inc., pp. 2946-2953, 39th Annual IEEE Applied Power Electronics Conference and Exposition, APEC 2024, Long Beach, United States, 2/25/24. https://doi.org/10.1109/APEC48139.2024.10509093

Oboreh-Snapps O, Strathman SA, Saelens J, Fernandes A, Kimball JW. Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning. In 2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 2946-2953. (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC). doi: 10.1109/APEC48139.2024.10509093

Oboreh-Snapps, Oroghene ; Strathman, Sophia A. ; Saelens, Jonathan et al. / Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning. 2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 2946-2953 (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC).

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title = "Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning",

keywords = "Inverter Based Distributed Generator, Microgrid, Reactive power sharing, Twin Delayed Deep Deterministic Policy Gradient, Virtual Synchronous Generator",

author = "Oroghene Oboreh-Snapps and Strathman, \{Sophia A.\} and Jonathan Saelens and Arnold Fernandes and Kimball, \{Jonathan W.\}",

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M3 - Conference contribution

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Addressing Reactive Power Sharing in Parallel Inverter Islanded Microgrid Through Deep Reinforcement Learning

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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