The invention relates to the technical field of
motor control, in particular to a variable frequency motor dynamic
adaptive control method and
system based on multi-
parameter analysis. The method comprises the following steps: collecting a multi-dimensional electrical operation monitoring parameter flow of a variable frequency motor, carrying out multi-parameter
nonlinear correlation analysis and parameter topological correlation reconstruction, and constructing a multi-dimensional feature topological correlation network; a variable frequency motor multi-working-condition travel history
database is obtained, multi-working-condition disturbance
transient response analysis is carried out, multi-
modal behavior prediction evolution is carried out based on the multi-dimensional feature topological association network, and a dynamic multi-
modal behavior prediction engine is constructed; and acquiring multi-part electromagnetic sensing parameters of the motor, and performing abnormal electromagnetic intensity fluctuation detection and abnormal part
power loss calculation to obtain abnormal part
power loss characteristics. The self-adaptive real-
time parameter motor control is realized, the energy efficiency of the motor is improved, the maintenance frequency and cost are reduced, and the full-life-cycle
optimal control of the motor is realized.