Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning

Oroghene Oboreh-Snapps; Angshuman Sharma; Jonathan Saelens; Arnold Fernandes; Sophia A. Strathman; Lauryn Morris; Praneeth Uddarraju; Jonathan W. Kimball

doi:10.1109/ECCE55643.2024.10861548

Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning

Oroghene Oboreh-Snapps
, Angshuman Sharma
, Jonathan Saelens
, Arnold Fernandes
, Sophia A. Strathman
, Lauryn Morris
, Praneeth Uddarraju
, Jonathan W. Kimball

Electrical and Computer Engineering

Burns & McDonnell Engineering Company, Inc.
TDK-Lambda Americas
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 Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	4423-4430
Number of pages	8
ISBN (Electronic)	9798350376067
DOIs	https://doi.org/10.1109/ECCE55643.2024.10861548
State	Published - 2024
Event	2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Phoenix, United States Duration: Oct 20 2024 → Oct 24 2024

Publication series

Name	2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings

Conference

Conference	2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024
Country/Territory	United States
City	Phoenix
Period	10/20/24 → 10/24/24

ASJC Scopus Subject Areas

Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering

Keywords

CLLLC Resonant Converter
DC-DC Converter Control
Deep Reinforcement Learning
TD3 Agent
Voltage Gain Equation

Access to Document

10.1109/ECCE55643.2024.10861548

Cite this

Oboreh-Snapps, O., Sharma, A., Saelens, J., Fernandes, A., Strathman, S. A., Morris, L., Uddarraju, P., & Kimball, J. W. (2024). Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning. In 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings (pp. 4423-4430). (2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECCE55643.2024.10861548

Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning. / Oboreh-Snapps, Oroghene; Sharma, Angshuman; Saelens, Jonathan et al.
2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2024. p. 4423-4430 (2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings).

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

Oboreh-Snapps, O, Sharma, A, Saelens, J, Fernandes, A, Strathman, SA, Morris, L, Uddarraju, P & Kimball, JW 2024, Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning. in 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings. 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 4423-4430, 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024, Phoenix, United States, 10/20/24. https://doi.org/10.1109/ECCE55643.2024.10861548

Oboreh-Snapps O, Sharma A, Saelens J, Fernandes A, Strathman SA, Morris L et al. Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning. In 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2024. p. 4423-4430. (2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings). doi: 10.1109/ECCE55643.2024.10861548

Oboreh-Snapps, Oroghene ; Sharma, Angshuman ; Saelens, Jonathan et al. / Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning. 2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 4423-4430 (2024 IEEE Energy Conversion Congress and Exposition, ECCE 2024 - Proceedings).

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keywords = "CLLLC Resonant Converter, DC-DC Converter Control, Deep Reinforcement Learning, TD3 Agent, Voltage Gain Equation",

author = "Oroghene Oboreh-Snapps and Angshuman Sharma and Jonathan Saelens and Arnold Fernandes and Strathman, \{Sophia A.\} and Lauryn Morris and Praneeth Uddarraju and Kimball, \{Jonathan W.\}",

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AU - Uddarraju, Praneeth

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KW - Voltage Gain Equation

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ER -

Feedback Control of CLLLC Resonant DC-DC Converter using Deep Reinforcement Learning

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ASJC Scopus Subject Areas

Keywords

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