This paper proposes a diagnostic technique that can predict component degradation for number of complex systems. It improves and clarifies the capabilities previously proposed approach, by identifying severity examined components, uses 3D Principal Component Analysis approach to provide an explanation observed accuracy. The results are then used, in systematic way, influence maintenance decisio...