Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants

Bhavya Reddy Kotla; Ezgi Gursel; Katy Daniels; Anahita Khojandi; Jamie Baalis Coble; Vivek Agarwal; Vaibhav Yadav; Ronald L. Boring; Mahboubeh Madadi

doi:10.13182/NPICHMIT23-41185

Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants

Bhavya Reddy Kotla
, Ezgi Gursel
, Katy Daniels
, Anahita Khojandi
, Jamie Baalis Coble
, Vivek Agarwal
, Vaibhav Yadav
, Ronald L. Boring
, Mahboubeh Madadi

San Jose State University
University of Tennessee
Idaho National Laboratory

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

Original language	English
Title of host publication	Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023
Publisher	American Nuclear Society
Pages	1753-1762
Number of pages	10
ISBN (Electronic)	9780894487910
DOIs	https://doi.org/10.13182/NPICHMIT23-41185
State	Published - 2023
Externally published	Yes
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

Publication series

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

Conference

Conference	13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023
Country/Territory	United States
City	Knoxville
Period	7/15/23 → 7/20/23

ASJC Scopus Subject Areas

Human-Computer Interaction
Energy Engineering and Power Technology
Nuclear Energy and Engineering
Control and Systems Engineering

Keywords

anomaly classification
LIME
nuclear power plants
SHAP

Access to Document

10.13182/NPICHMIT23-41185

Cite this

Kotla, B. R., Gursel, E., Daniels, K., Khojandi, A., Coble, J. B., Agarwal, V., Yadav, V., Boring, R. L., & Madadi, M. (2023). Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants. In Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023 (pp. 1753-1762). American Nuclear Society. https://doi.org/10.13182/NPICHMIT23-41185

Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants. / Kotla, Bhavya Reddy; Gursel, Ezgi; Daniels, Katy et al.
Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society, 2023. p. 1753-1762 (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023).

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

Kotla, BR, Gursel, E, Daniels, K, Khojandi, A, Coble, JB, Agarwal, V, Yadav, V, Boring, RL & Madadi, M 2023, Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants. in Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society, Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, pp. 1753-1762, 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, Knoxville, United States, 7/15/23. https://doi.org/10.13182/NPICHMIT23-41185

Kotla BR, Gursel E, Daniels K, Khojandi A, Coble JB, Agarwal V et al. Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants. In Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society. 2023. p. 1753-1762. (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023). doi: 10.13182/NPICHMIT23-41185

Kotla, Bhavya Reddy ; Gursel, Ezgi ; Daniels, Katy et al. / Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants. Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society, 2023. pp. 1753-1762 (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023).

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AU - Agarwal, Vivek

AU - Yadav, Vaibhav

AU - Boring, Ronald L.

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Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants

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ASJC Scopus Subject Areas

Keywords

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