Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants

Cody McBroom Walker; Nancy J Lybeck; Anna Catherine Hall; Rachael A Hill; Torrey J Mortenson; Linyu Lin; Ronald Laurids Boring PhD; Vivek Agarwal

Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants

Cody McBroom Walker
, Nancy J Lybeck
, Anna Catherine Hall
, Rachael A Hill
, Torrey J Mortenson
, Linyu Lin
, Ronald Laurids Boring PhD
, Vivek Agarwal

Nuclear Safety & Regulatory Research

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

Abstract

Poster to explain app that we are presenting at the conference

Original language	English
State	Published - Jul 2022
Event	13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023 - Knoxville, United States Duration: Jul 15 2023 → Jul 20 2023

Conference

Conference	13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023
Country/Territory	United States
City	Knoxville
Period	07/15/23 → 07/20/23

Keywords

46 - INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY
explainability

INL Publication Number

INL/CON-23-73323
157976

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Walker, C. M., Lybeck, N. J., Hall, A. C., Hill, R. A., Mortenson, T. J., Lin, L., Boring PhD, R. L., & Agarwal, V. (2022). Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants. Poster session presented at 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, Knoxville, United States. https://www.osti.gov/biblio/2396304

@conference{21ef2835b0ee4fada2f9c89337a95100,

title = "Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants",

abstract = "Poster to explain app that we are presenting at the conference",

keywords = "46 - INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY, explainability",

author = "Walker, \{Cody McBroom\} and Lybeck, \{Nancy J\} and Hall, \{Anna Catherine\} and Hill, \{Rachael A\} and Mortenson, \{Torrey J\} and Linyu Lin and \{Boring PhD\}, \{Ronald Laurids\} and Vivek Agarwal",

year = "2022",

month = jul,

language = "English",

note = "13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023 ; Conference date: 15-07-2023 Through 20-07-2023",

}

Walker, CM, Lybeck, NJ, Hall, AC , Hill, RA , Mortenson, TJ , Lin, L, Boring PhD, RL & Agarwal, V 2022, 'Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants', 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, Knoxville, United States, 07/15/23 - 07/20/23. <https://www.osti.gov/biblio/2396304>

Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants. / Walker, Cody McBroom; Lybeck, Nancy J; Hall, Anna Catherine et al.
2022. Poster session presented at 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, Knoxville, United States.

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

TY - CONF

T1 - Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants

AU - Walker, Cody McBroom

AU - Lybeck, Nancy J

AU - Hall, Anna Catherine

AU - Hill, Rachael A

AU - Mortenson, Torrey J

AU - Lin, Linyu

AU - Boring PhD, Ronald Laurids

AU - Agarwal, Vivek

PY - 2022/7

Y1 - 2022/7

N2 - Poster to explain app that we are presenting at the conference

AB - Poster to explain app that we are presenting at the conference

KW - 46 - INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY

KW - explainability

M3 - Poster

T2 - 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023

Y2 - 15 July 2023 through 20 July 2023

ER -

Ensuring Interpretability of ML Technologies for Predictive Maintenance on Operating Nuclear Plants

Abstract

Conference

Keywords

INL Publication Number

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