The invention relates to the technical field of
laser welding control, and discloses an
intelligent control method for a water-cooling heat dissipation ultra-small integrated handheld
laser welding machine. The method comprises the steps that a thermal dynamic regulation and control model is trained and generated according to real-time
temperature monitoring data of a water-cooling heat dissipation unit and power operation parameters of a
laser transmitter; the model is applied to predict the
heat distribution change in the
welding operation period in real time, and the flow speed of cooling liquid of a
water cooling unit is dynamically adjusted based on the prediction result; then, in combination with the adjusted cooling liquid flow velocity data, virtual analogue
simulation is conducted on the movement track of the laser
welding joint, and quality characteristic parameters of the simulated
welding joint are evaluated; and finally, aiming at a predefined welding
quality optimization target, executing optimization operation on the
simulation quality characteristic parameter
data set, and generating and outputting an
intelligent control execution scheme. According to the method,
intelligent control over the
welding process is achieved, the heat dissipation accuracy and the welding quality stability are improved, and the method is suitable for the efficient operation requirement of the ultra-small integrated handheld laser welding
machine.