Human reliability is a crucial element in ensuring plant performance during an emergency condition. This is even more true as technology has been evolving exponentially in recent times. In fact, it is evident that technological developments imply a decrease of accidents owing to the use of redundancy and protection. But at the same time, the high technology complexity requires a sophisticated safety management systems and a high level of safety culture. The classical approaches are not sufficient to prevent the occurrence of extraordinary incidents and accidents in which the key element is represented by the 'human factor'. Thus, in this context, it is necessary to face the problem considering the human factor in an holistic way as the causation of several incidents and accidents. The analysis of human factors constitutes a highly interdisciplinary field of study not yet well defined. This paper deals with various aspects of human behaviour that can influence operator reliability. The aim of the research is to propose a novel methodological approach to simulate human errors in emergency condition. The new model is based on an integration of fuzzy cognitive maps techniques and analytic hierarchy process (AHP), a multi-criteria technique for organising and analysing complex decisions.

Factors affecting the human error: Representations of mental models for emergency management

Longo, Francesco;
2017-01-01

Abstract

Human reliability is a crucial element in ensuring plant performance during an emergency condition. This is even more true as technology has been evolving exponentially in recent times. In fact, it is evident that technological developments imply a decrease of accidents owing to the use of redundancy and protection. But at the same time, the high technology complexity requires a sophisticated safety management systems and a high level of safety culture. The classical approaches are not sufficient to prevent the occurrence of extraordinary incidents and accidents in which the key element is represented by the 'human factor'. Thus, in this context, it is necessary to face the problem considering the human factor in an holistic way as the causation of several incidents and accidents. The analysis of human factors constitutes a highly interdisciplinary field of study not yet well defined. This paper deals with various aspects of human behaviour that can influence operator reliability. The aim of the research is to propose a novel methodological approach to simulate human errors in emergency condition. The new model is based on an integration of fuzzy cognitive maps techniques and analytic hierarchy process (AHP), a multi-criteria technique for organising and analysing complex decisions.
2017
AHP; Analytic hierarchy process; Cognitive model; FCMs; Fuzzy cognitive maps; Human error; Risk analysis; Modeling and Simulation; Computer Science Applications1707 Computer Vision and Pattern Recognition; Applied Mathematics
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/265154
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 16
  • ???jsp.display-item.citation.isi??? ND
social impact