The present article deals with the application of fuzzy mathematics in reliability engineering. The method introduced here can be employed to estimate whether the components are working in normal condition or they are degraded. While analysing FMEA, the authors use fuzzy relational matrix so as to convert the qualitative analysis into quantitative analysis. A fuzzy computerized matrix FMEA technique is also included in this paper.