The invention discloses a guide
operating system of a
robot operation arm, a compliant operation control method of the guide
operating system and a demonstration learning method of the guide operatingsystem, and relates to the field of man-
machine collaborative operation
system development. The guide
operating system of the
robot operation arm, the compliant operation control method of the guideoperating
system and the demonstration learning method of the guide operating
system are used for solving the problems that in an existing man-
machine collaborative operation system, an operation
handle is fixed, all-directional operation cannot be achieved, and the compliant operation control method and the intelligent demonstration learning method do not exist. The guide operating system comprises two mechanical interfaces, a rotatable operation
handle and sensors such as a
force sensor, a
gyroscope and an
accelerometer. In the compliant control process, a virtual spring damping model is utilized to calculate the reference movement of the operation, and the discordance amount between an operator and a
robot is compensated by a force control method. The system state transition of the operation process serves as training data, and a
deep learning system with a four-layer structure is used for learning the operation movement and force interaction process of the operator. The operator and robot collaborative operation can organically combine the advantages of the operator and the robots, and therefore the labor intensity of the operator can be reduced in the automatic assembling andpolishing operation on the premise that the operation quality is guaranteed, the working efficiency can be improved in the automatic assembling and
polishing operation on the premise that the operation quality is guaranteed, and the guide operating system of the robot operation arm, the compliant operation control method of the guide operating system and the demonstration learning method of the guide operating system have the broad application prospect.