Next, the CR-distribution by adding a new weight parameter was introduced by Bowonrattanaset and Budsaba (2011). The interpretation of Crack random variable is time. After a machine element is forced by a cyclic or non-cyclic loading until the crack achieves the critical value. Then a slight crack may happen but the element could still works. When it arrives the critical point, tolerance exceeds and the element does not properly work anymore.