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Use of gaze entropy to evaluate situation awareness in emergency accident situations of nuclear power plant

Authors :
Yejin Lee
Kwang-Tae Jung
Hyun-Chul Lee
Source :
Nuclear Engineering and Technology, Vol 54, Iss 4, Pp 1261-1270 (2022)
Publication Year :
2022
Publisher :
Elsevier, 2022.

Abstract

This study was conducted to investigate the possibility of using gaze entropy to evaluate an operator's situation awareness in an emergency accident situation of a nuclear power plant. Gaze entropy can be an effective measure for evaluating an operator's situation awareness at a nuclear power plant because it can express gaze movement as a single comprehensive number. In order to determine the relationship between situation awareness and gaze entropy for an emergency accident situation of a nuclear power plant, an experiment was conducted to measure situation awareness and gaze entropy using simulators created for emergency accident situations LOCA, SGTR, SLB, and LOV. The experiment was to judge the accident situation of nuclear power plants presented in the simulator. The results showed that situation awareness and Shannon, dwell time, and Markov entropy had a significant negative correlation, while visual attention entropy (VAE) did not show any significant correlation with situation awareness. The results determined that Shannon entropy, dwell time entropy, and Markov entropy could be used as measures to evaluate situation awareness.

Details

Language :
English
ISSN :
17385733
Volume :
54
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Nuclear Engineering and Technology
Publication Type :
Academic Journal
Accession number :
edsdoj.1aba49bb0a554212a55c5222f16d2033
Document Type :
article
Full Text :
https://doi.org/10.1016/j.net.2021.10.022