Machine learning for reliability engineering and safety applications: Review of current status and future opportunities

Z Xu, JH Saleh - Reliability Engineering & System Safety, 2021 - Elsevier
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 …

Resilient health care: a systematic review of conceptualisations, study methods and factors that develop resilience

M Iflaifel, RH Lim, K Ryan, C Crowley - BMC health services research, 2020 - Springer
Background Traditional approaches to safety management in health care have focused
primarily on counting errors and understanding how things go wrong. Resilient Health Care …

Fuzzy sets theory and human reliability: Review, applications, and contributions

K Gholamizadeh, E Zarei, M Omidvar… - Linguistic methods under …, 2022 - Springer
Human reliability analysis (HRA) has drawn increasing attention from both academic and
industry sectors to proactively enhance system safety in recent decades. HRA mainly …

A dynamic human-factor risk model to analyze safety in sociotechnical systems

E Zarei, F Khan, R Abbassi - Process Safety and Environmental Protection, 2022 - Elsevier
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 …

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 …

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 …

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 …

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 …

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 …

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 …