The invention discloses a
robot compliance force
control interaction method,
system and device for a collaborative sewing scene and a storage medium. The method comprises the steps of setting a preset period of a
contact force track, a speed track and a
pose track; before the task is started, collecting data of a plurality of groups of force sensors, completing dynamic
gravity compensation, and calculating real
contact force in real time; in the task process, the real
contact force is continuously obtained, the speed deviation and the
pose deviation are obtained, the real contact force, the speed deviation and the
pose deviation are input into a compliant controller based on an
admittance model, and the target pose of the mechanical arm in the next step is dynamically adjusted; the compliant cooperation is repeatedly executed until the whole cooperation sewing task is completed; after the task is finished, a parameter optimization
algorithm based on smooth iterative learning is constructed, the real contact force trajectory, the speed trajectory and the pose trajectory are used as input, the smooth
iterative learning algorithm autonomously optimizes parameters of a compliant controller, and the optimal force-position trajectory tracking performance is achieved. According to the invention, a safe and stable
robot cooperation sewing task is realized.