Rotating bending fatigue tests were carried out for smooth and small notched specimens of NiCrMoV steel, using the large-size turbine rotor shaft of the nuclear generator, in order to statistically investigate distributions of surface crack initiation and growth lives. Most of surface cracks of the smooth specimens initiated at inclusions on the surface. The distributions of the initiation life N
i, the growth life N
p and the failure life N
f determined in this study were expressed as a two-or three-parameter Weibull distributions for the smooth and the small notched specimens. The statistical scatter of the N
i, N
p and N
f distributions increased with decreases in stress amplitude σ
a for the smooth specimens, and the scatter of each life of the notched specimens was smaller than that of the smooth ones. The correlation coefficient of order between N
i, N
p and N
f increased with increases in cycles, but decreased with increases in σ
a for the smooth specimens, and that of the notched specimens was smaller than that of the smooth ones during the early stage of crack growth to less than 1 mm in length.
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