The Application of Physics-Informed Machine Learning to Predict Drywell Cooling Fan Failure

Donna Post Guillen; Nolan Anderson; Cameron Krome; Roger Boza; Mike Griffel; Jadallah  Zouabe; Ahmad Al Rashdan

The Application of Physics-Informed Machine Learning to Predict Drywell Cooling Fan Failure

Donna Post Guillen
, Nolan Anderson
, Cameron Krome
, Roger Boza
, Mike Griffel
, Jadallah Zouabe
, Ahmad Al Rashdan

Research output: Contribution to conference › Paper › peer-review

Original language	American English
State	Published - Oct 2019
Event	Big Data for Nuclear Power Plants Workshop 2019 - Columbus, United States Duration: Dec 10 2019 → Dec 11 2019 https://u.osu.edu/bigdata/agenda/

Conference

Conference	Big Data for Nuclear Power Plants Workshop 2019
Country/Territory	United States
City	Columbus
Period	12/10/19 → 12/11/19
Internet address	https://u.osu.edu/bigdata/agenda/

INL Publication Number

INL/CON-19-56464
45554

Cite this

@conference{795874d82d80403083c2dadc30bf8d2b,

title = "The Application of Physics-Informed Machine Learning to Predict Drywell Cooling Fan Failure",

author = "\{Post Guillen\}, Donna and Nolan Anderson and Cameron Krome and Roger Boza and Mike Griffel and Jadallah Zouabe and \{Al Rashdan\}, Ahmad",

year = "2019",

month = oct,

language = "American English",

note = "Big Data for Nuclear Power Plants Workshop 2019 ; Conference date: 10-12-2019 Through 11-12-2019",

url = "https://u.osu.edu/bigdata/agenda/",

}

TY - CONF

T1 - The Application of Physics-Informed Machine Learning to Predict Drywell Cooling Fan Failure

AU - Post Guillen, Donna

AU - Anderson, Nolan

AU - Krome, Cameron

AU - Boza, Roger

AU - Griffel, Mike

AU - Zouabe, Jadallah

AU - Al Rashdan, Ahmad

PY - 2019/10

Y1 - 2019/10

M3 - Paper

T2 - Big Data for Nuclear Power Plants Workshop 2019

Y2 - 10 December 2019 through 11 December 2019

ER -

The Application of Physics-Informed Machine Learning to Predict Drywell Cooling Fan Failure

Conference

INL Publication Number

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Cite this