The invention discloses a wind
turbine generator complete
machine design method, device and equipment and a storage medium, which are applied to the field of wind
turbine generators, and the method comprises the following steps: determining a target optimization variable and a complete
machine optimization variable of a wind
turbine generator and a part optimization variable of each unit part, and constructing a complete
machine parameter model based on the complete machine optimization variable and the part optimization variable; generating data of each variable in the complete machine parameter model in a preset range to construct a variable
data set; calling an optimization
algorithm, and under the target working condition and the constraint condition, performing optimization in the variable
data set by taking target optimization variable optimization as a target to obtain a target
data set; and determining target data of each variable from the target data set, and carrying out complete
machine design of the wind turbine generator based on the target data. Complete machine multi-objective optimization of the wind turbine generator is achieved based on the optimization
algorithm, the complete machine iteration efficiency can be improved, and a better solution scheme of complete
machine design is explored through the optimization
algorithm.