Applying Scientific Machine Learning Techniques to Power Electronics Parameter Prediction

Caleb Harison; Wei Sun; Touria El Mezyani

doi:10.1109/TPEC60005.2024.10472282

Applying Scientific Machine Learning Techniques to Power Electronics Parameter Prediction

Caleb Harison, Wei Sun, Touria El Mezyani

School of Engineering

Research output: Chapter or Contribution to Book › Literary contribution

Original language	English
Title of host publication	2024 IEEE Texas Power and Energy Conference, TPEC 2024
ISBN (Electronic)	9798350331202
DOIs	https://doi.org/10.1109/TPEC60005.2024.10472282
State	Published - 2024
Event	2024 IEEE Texas Power and Energy Conference, TPEC 2024 - College Station, United States Duration: Feb 12 2024 → Feb 13 2024

Publication series

Name	2024 IEEE Texas Power and Energy Conference, TPEC 2024

Conference

Conference	2024 IEEE Texas Power and Energy Conference, TPEC 2024
Country/Territory	United States
City	College Station
Period	2/12/24 → 2/13/24

ASJC Scopus Subject Areas

Energy Engineering and Power Technology
Fuel Technology

Keywords

Buck converter
Inverter-based resources
Pa-rameter prediction
Scientific machine learning

Access to Document

10.1109/TPEC60005.2024.10472282

Cite this

Harison, C, Sun, W & El Mezyani, T 2024, Applying Scientific Machine Learning Techniques to Power Electronics Parameter Prediction. in 2024 IEEE Texas Power and Energy Conference, TPEC 2024. 2024 IEEE Texas Power and Energy Conference, TPEC 2024, 2024 IEEE Texas Power and Energy Conference, TPEC 2024, College Station, United States, 2/12/24. https://doi.org/10.1109/TPEC60005.2024.10472282

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title = "Applying Scientific Machine Learning Techniques to Power Electronics Parameter Prediction",

keywords = "Buck converter, Inverter-based resources, Pa-rameter prediction, Scientific machine learning",

author = "Caleb Harison and Wei Sun and {El Mezyani}, Touria",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 2024 IEEE Texas Power and Energy Conference, TPEC 2024 ; Conference date: 12-02-2024 Through 13-02-2024",

year = "2024",

doi = "10.1109/TPEC60005.2024.10472282",

language = "English",

isbn = "9798350331202",

series = "2024 IEEE Texas Power and Energy Conference, TPEC 2024",

booktitle = "2024 IEEE Texas Power and Energy Conference, TPEC 2024",

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TY - GEN

T1 - Applying Scientific Machine Learning Techniques to Power Electronics Parameter Prediction

AU - Harison, Caleb

AU - Sun, Wei

AU - El Mezyani, Touria

PY - 2024

Y1 - 2024

KW - Buck converter

KW - Inverter-based resources

KW - Pa-rameter prediction

KW - Scientific machine learning

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U2 - 10.1109/TPEC60005.2024.10472282

DO - 10.1109/TPEC60005.2024.10472282

M3 - Literary contribution

AN - SCOPUS:85189935114

SN - 9798350331202

T3 - 2024 IEEE Texas Power and Energy Conference, TPEC 2024

BT - 2024 IEEE Texas Power and Energy Conference, TPEC 2024

T2 - 2024 IEEE Texas Power and Energy Conference, TPEC 2024

Y2 - 12 February 2024 through 13 February 2024

ER -

Applying Scientific Machine Learning Techniques to Power Electronics Parameter Prediction

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this