“…This is in addition to the subjective outcomes involving hypotheses and experts' judgments in the risk assessment process (Abrahamsson, 2002;Kumar et al, 2005). In the case of safety instrumented systems (SIS), which are considered highly reliable protection layers, and whose performance is quantified by their safety integrity level (SIL), the data referring to the probability of their deficiencies are affected by uncertainty as they are linked to rare events (Marszal and Scharpf, 2001;Markowski et al, 2007;Sallak, 2007;Simon et al, 2007;Nait-Said et al, 2009;Ouazraoui et al, 2013Ouazraoui et al, , 2015.…”