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2025 ANS Winter Conference & Expo
November 9–12, 2025
Washington, DC|Washington Hilton
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NRC’s hybrid AI workshop coming up
The Nuclear Regulatory Commission will host a hybrid public workshop on September 24 from 9 a.m.-5 p.m. Eastern time to discuss its activities for the safe and secure use of artificial intelligence in NRC-regulated activities.
Seunghwan Kim, Yochan Kim, Sun Yeong Choi, Wondea Jung, Jinkyun Park (KAERI)
Proceedings | 2018 International Congress on Advances in Nuclear Power Plants (ICAPP 2018) | Charlotte, NC, April 8-11, 2018 | Pages 273-278
A fundamental issue of a human reliability analysis (HRA) in a nuclear power plant is a lack of empirical data in terms of both human error probability (HEP) and lower level information of human performance that can be used to estimate HEPs. As an effort to resolve this issue, KAERI (Korea Atomic Energy Research Institute) developed a framework, called HuREX (Human Reliability data Extraction), for data collection and analysis from a simulator to generate HRA data such as HEPs or correlations between performance shaping factors (PSFs) and the associated HEPs. The HuREX provides guidance on unsafe act (UA) identification, method and process of data collection.
To do this, the development of a computerized software interface is required to systematically collect simulator-based human performance data and subsequently enter/analyze/quantify various data obtained from the simulator. In addition, HRA database is also needed to effectively store the data generated in this process. In this research, we developed HuREX analysis supporting interface for HRA practitioner effectively conduct HRA data analysis by integrating various raw data (e.g., audio-visual records, plant parameters, operator's action logs) collected from the simulator.