Uncertainties in the decision making of reliability centered maintenance (RCM) are discussed. These uncertainties might be unacceptable in many practical applications, leading to non-optimum maintenance strategies. An alternative approach, opening for speci®ed uncertainties is shown to correct this defect. Exemplifying the approach, a simple ®re detection system is discussed. q 2001 Elsevier Sc...