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Application of Artificial Intelligence in Detection and Mitigation of Human Factor Errors in Nuclear Power Plants: A Review
13 references·0 citing·35 second hop
Application of Artificial Intelligence in Detection and Mitigation of Human Factor Errors in Nuclear Power Plants: A Review (2022)Application of Artificial Intelligence in…International Atomic Energy Agency (2022)International Atomic Energy A…Deep learning-based procedure compliance check system for nuclear power plant emergency operation (2020)Deep learning-based procedure…Data-theoretic approach for socio-technical risk analysis: Text mining licensee event reports of U.S. nuclear power plants (2020)Data-theoretic approach for s…BN-SLIM: A Bayesian Network methodology for human reliability assessment based on Success Likelihood Index Method (SLIM) (2019)BN-SLIM: A Bayesian Network m…Smart support system for diagnosing severe accidents in nuclear power plants (2018)Smart support system for diag…A DATA-INFORMED MODEL OF PERFORMANCE SHAPING FACTORS FOR USE IN HUMAN RELIABILITY ANALYSIS (2009)A DATA-INFORMED MODEL OF PERF…Human–Robot Interaction: A Survey (2008)Human–Robot Interaction: A Su…Level of automation effects on performance, situation awareness and workload in a dynamic control task (1999)Level of automation effects o…An operator support system for research reactor operations and fault diagnosis through a connectionist framework and PSA based knowledge based systems (1998)An operator support system fo…Out‐of‐the‐loop performance problems and the use of intermediate levels of automation for improved control system functioning and safety (1997)Out‐of‐the‐loop performance p…Human Error (1990)Human ErrorThe Electric Power Research Institute (1983)The Electric Power Research I…Oak Ridge National Laboratory (1949)Oak Ridge National LaboratoryDevelopment of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Measurement of Situation Awareness in Dynamic Systems (1995)The effects of level of automation and adaptive automation on human performance, situation awareness and workload in a dynamic control task (2004)Engineering Psychology and Human Performance (2015)From Here to Autonomy (2016)Takeover Time in Highly Automated Vehicles: Noncritical Transitions to and From Manual Control (2017)Design and Evaluation for Situation Awareness Enhancement (1988)The Out-of-the-Loop Performance Problem and Level of Control in Automation (1995)Attention and automation: New perspectives on mental underload and performance (2002)Fully Automated Driving (2015)Human factors of transitions in automated driving: A general framework and literature survey (2016)Handbook of human-reliability analysis with emphasis on nuclear power plant applications. Final report (1983)Human Reliability Analysis: Context and Control (1994)Safety analysis in process facilities: Comparison of fault tree and Bayesian network approaches (2011)A data-based comparison of BN-HRA models in assessing human error probability: An offshore evacuation case study (2020)A slim integrated with empirical study and network analysis for human error assessment in the railway driving process (2020)Applying evidential reasoning extended SPAR-H modelling to analyse human reliability on crude oil tanker cargo operation (2023)Affective Computing (1997)A model for types and levels of human interaction with automation (2000)A survey of socially interactive robots (2003)Wizard of Oz Studies in HRI: A Systematic Review and New Reporting Guidelines (2012)Human-aware robot navigation: A survey (2013)Human–Robot Interaction (2016)Evaluation (not validation) of quantitative models. (1998)A comprehensive multi-criteria model to rank electric energy production technologies (2013)Prevented Mortality and Greenhouse Gas Emissions from Historical and Projected Nuclear Power (2013)How Many Performance Shaping Factors are Necessary for Human Reliability Analysis (2010)Human reliability modeling for the Next Generation System Code (2012)Human Error Data Collection and Comparison with Predictions by SPAR‐H (2014)AI and OR in management of operations: history and trends (2006)An analytical approach to quantitative effect estimation of operation advisory system based on human cognitive process using the Bayesian belief network (2007)Accident management support tools in nuclear power plants: A post-Fukushima review (2016)Ecological interface design: theoretical foundations (1992)Risk Perception and Communication Unplugged: Twenty Years of Process1 (1995)Humans and Automation: Use, Misuse, Disuse, Abuse (1997)
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References

  • 1990Human Error5,105 cited
  • 2022International Atomic Energy Agency3,890 cited
  • 2008Human–Robot Interaction: A Survey1,539 cited
  • 1999Level of automation effects on performance, situation awareness and workload in a dynamic control task1,087 cited
  • 1997Out‐of‐the‐loop performance problems and the use of intermediate levels of automation for improved control system functioning and safety253 cited
  • 1949Oak Ridge National Laboratory212 cited
  • 2019BN-SLIM: A Bayesian Network methodology for human reliability assessment based on Success Likelihood Index Method (SLIM)82 cited
  • 1983The Electric Power Research Institute72 cited
  • 2009A DATA-INFORMED MODEL OF PERFORMANCE SHAPING FACTORS FOR USE IN HUMAN RELIABILITY ANALYSIS56 cited
  • 1998An operator support system for research reactor operations and fault diagnosis through a connectionist framework and PSA based knowledge based systems45 cited
  • 2018Smart support system for diagnosing severe accidents in nuclear power plants39 cited
  • 2020Data-theoretic approach for socio-technical risk analysis: Text mining licensee event reports of U.S. nuclear power plants28 cited
  • 2020Deep learning-based procedure compliance check system for nuclear power plant emergency operation24 cited

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