Machine learning for reliability engineering and safety applications: Review of current status and future opportunities
Abstract Machine learning (ML) pervades an increasing number of academic disciplines and
industries. Its impact is profound, and several fields have been fundamentally altered by it …
industries. Its impact is profound, and several fields have been fundamentally altered by it …
Resilient health care: a systematic review of conceptualisations, study methods and factors that develop resilience
Background Traditional approaches to safety management in health care have focused
primarily on counting errors and understanding how things go wrong. Resilient Health Care …
primarily on counting errors and understanding how things go wrong. Resilient Health Care …
Fuzzy sets theory and human reliability: Review, applications, and contributions
Human reliability analysis (HRA) has drawn increasing attention from both academic and
industry sectors to proactively enhance system safety in recent decades. HRA mainly …
industry sectors to proactively enhance system safety in recent decades. HRA mainly …
A dynamic human-factor risk model to analyze safety in sociotechnical systems
The performance of sociotechnical elements varies owing to a wide range of endogenous
and exogenous influencing factors. These are called uncoupled variability as per Safety-II …
and exogenous influencing factors. These are called uncoupled variability as per Safety-II …
Heuristic-based method for conflict discovery of shared control between humans and autonomous systems-A driving automation case study
F Vanderhaegen - Robotics and Autonomous Systems, 2021 - Elsevier
The paper proposes a heuristic-based prospective method to discover possible conflicts of
shared control between humans and autonomous systems. This method adapts the triplet …
shared control between humans and autonomous systems. This method adapts the triplet …
Towards increased systems resilience: new challenges based on dissonance control for human reliability in Cyber-Physical&Human Systems
F Vanderhaegen - Annual Reviews in Control, 2017 - Elsevier
This paper discusses concepts and tools for joint human and cyber-physical-systems
analysis and control in the view of increasing the whole system resilience. More precisely, it …
analysis and control in the view of increasing the whole system resilience. More precisely, it …
Using the TPB and 24Model to understand workers' unintentional and intentional unsafe behaviour: a case study
Y An, H Wang, X Yang, J Zhang, R Tong - Safety science, 2023 - Elsevier
Much of the prior research on unsafe behaviour has not fully considered the subjective
intentionality of behaviour. We attempted to challenge this practice by distinguishing …
intentionality of behaviour. We attempted to challenge this practice by distinguishing …
Non-conscious errors in the control of dynamic events synchronized with heartbeats: a new challenge for human reliability study
F Vanderhaegen, M Wolff, R Mollard - Safety Science, 2020 - Elsevier
This paper studies the synchronization between dynamic events with heartbeats and its
impact on non-conscious errors in the control of dynamic events. It proposes a methodology …
impact on non-conscious errors in the control of dynamic events. It proposes a methodology …
Pedagogical learning supports based on human–systems inclusion applied to rail flow control
F Vanderhaegen - Cognition, Technology & Work, 2021 - Springer
The paper presents the new concept on human–systems inclusion for designing, analyzing
or evaluating human–machine systems and applied it to two case studies on rail flow …
or evaluating human–machine systems and applied it to two case studies on rail flow …
Cooperation and learning to increase the autonomy of ADAS
F Vanderhaegen - Cognition, Technology & Work, 2012 - Springer
This paper discusses on the cooperation and the learning processes to increase the
autonomy of a human–machine system or an artificial or human agent. The autonomy is …
autonomy of a human–machine system or an artificial or human agent. The autonomy is …