“…Statistics is an essential tool and has been used in several applications and in all areas of human knowledge to improve processes, as decision making and to ensure that the environment is preserved (Cardoso, R.P ;Sampaio, N.A.S;Reis, J.S.M;Silva, D.E.W; Barros, 2023;Cardoso et al, 2023;H. D. O. G. da Silva et al, 2021;Espuny et al, 2022; Fonseca, D;Correa, M.P.O;Santos, R.R;Cardoso, R.P;Reis, J.S.M; Gomes et al, 2022;Leiroz et al, 2023;Felipe Cury Mazza et al, 2022;Moura et al, 2023;Reis et al, 2022;Rezende et al, 2023;Rubert et al, 2023; N. A. de S. Sampaio et al, 2022;Yamada et al, 2023) Traditionally, the reliability of a system incorporates availability, dependability, maintainability. The exponential distribution is a type of continuous probability distribution, represented by a parameter λ (mean value), where 1/ λ is called the mean time to failure.…”