The invention discloses a
water turbine runner fatigue life prediction method based on multi-
physics-field
coupling calculation, and belongs to the technical field of
water turbine runners, and the method comprises the steps: collecting the operation condition data of a
water turbine set, carrying out the iterative solving of a residual vector based on a multi-
physics-field
coupling model, enabling the residual to approach zero, and outputting a
time sequence result; extracting a vibration stress amplitude and a strain
time history based on a
time sequence result; accumulating the high-cycle
fatigue damage and the low-cycle
fatigue damage to obtain total accumulated damage of each runner unit, and performing weighted calculation by counting critical damage and operation duration to obtain the residual life of the hydraulic
turbine set; and constructing a training
data set containing historical working condition parameters, historical residual life and
time sequence results of the hydraulic
turbine set, training a Transform network, and generating a residual life prediction curve of the hydraulic
turbine set under all working conditions. The method solves the problem that a traditional method is difficult to quantify
coupling damage of the turbine runner temperature and the alternating load to predict the fatigue life of the turbine runner.