The invention discloses a
centrifugal pump impeller design method. The method comprises the steps that initial parameters are determined; parametric
geometric modeling is carried out, molded lines of a
front cover plate and a rear cover plate of the
impeller are constructed based on a cubic spline curve, and a blade curved surface model is generated through
control point coordinates, curvature radiuses and inlet and outlet angle parameters; manufacturing process
coupling design is carried out, three-
dimensional modeling software is used for
impeller parameterization modeling, and a tool
kinematics equation of a five-axis
machine tool is synchronously introduced; performing CFD numerical
simulation analysis; constructing an
artificial neural network; and performing compound reverse optimization. According to the method, CFD
verification is carried out by solving a three-dimensional RANS equation under a rotating
cylindrical coordinate system, an optimal impeller model is quickly optimized in cooperation with a
design strategy combining an
artificial neural network and a complex optimization
algorithm, an impeller geometric model is constructed on the basis of a cubic spline curve in the design of an impeller, and a generation type
machining technology of a five-axis
numerical control machine tool is combined. And deep
collaboration of hydraulic design, three-
dimensional modeling and a manufacturing process is realized.