The invention discloses a mechanical arm
motion coordination optimization control method and
system. The method comprises the steps that the difference between an initial target
pose and an expected target
pose of a mechanical arm is determined based on the initial target
pose and the expected target pose, and a pose error vector is obtained; a vector error of the mechanical arm is determined based on the pose error vector, and a control matrix of the mechanical arm is determined based on the vector error;
simulation control is conducted on the operation parameters of the mechanical arm on the basis of the control matrix, and pose error characteristics of the mechanical arm after the
simulation control is finished are determined; the pose
error state of the mechanical arm is analyzed and evaluated based on the pose error features, and a pose
error state evaluation value is obtained; and determining an optimization
coefficient matrix based on the pose
error state evaluation value, and optimizing the control matrix to obtain an optimized
motion control matrix. By establishing the control matrix and conducting pre-
simulation and quantitative evaluation, potential motion performance bottlenecks can be observed in advance, dynamic optimization is conducted through the data-driven self-
adaptive optimization coefficient matrix, the flexibility and accuracy of the mechanical arm are improved, and it is ensured that the motion process is stable.