The application discloses a kind of
industrial robot kinematics parameter calibration method and
system based on parameter separation and multi-objective optimization, belongs to
industrial robot technical field, by linear-nonlinear parameter separation, introduce multi-objective minimax optimization, effectively
handle the non-homogeneity problem of
pose information, realize the fast, robust, high-precision
robot kinematics parameter identification and compensation.Calibration method includes:1, acquisition
robot end in multiple measurement poses under position information;2, the
kinematics model of
robot is established, and the parameter to be identified is divided into linear set and nonlinear set, to reconstruct separable
optimization problem;3, based on the position information collected, construct the multi-objective minimax
optimization problem with the optimization worst
performance index as the target, by iteration solving linear set and nonlinear set, complete the identification of kinematics parameter;4, the optimal kinematics parameter identified finally is compensated to
robot controller, and the kinematics model is updated.