An automatic control method and an automatic control device are provided. The automatic control device includes an automatic joint mechanism and a processor. The automatic joint mechanism includes a first motor and a second motor. The processor is adapted to perform a force adjustment on the first motor and the second motor. When a first motor state parameter of the first motor is different from a second motor state parameter of the second motor, the processor adjusts at least one of a first target position parameter of the first motor and a second target position parameter of the second motor, so that a degree of force of at least one of the first motor and the second motor is automatically and correspondingly adjusted.

A controller controlling a synchronized operation of spindle and feed axes. The controller is configured to make a spindle axis perform an accelerated rotation at maximum capacity from a starting position aiming at a maximum rotation speed; detect a maximum acceleration of the spindle axis; detect a residual rotation amount of the spindle axis; detect a current speed of the spindle axis; and execute a position control for making the spindle axis perform a decelerated rotation so as to reach a target position, after the accelerated rotation at maximum capacity. The controller is further configured to make the spindle axis perform the decelerated rotation at a positioning deceleration higher than a deceleration corresponding to the maximum acceleration and equal to or lower than a maximum deceleration capable of compensating for a mechanical loss in a drive source during the decelerated rotation of the spindle axis.

In order to provide an optimized multi-axis system having mechanically coupled axes, a feedforward control identification process is provided, during which actual identification variables occurring in each case at the motor are each provided to identification units associated with the feedforward controllers, wherein feedforward control parameters are identified using the actual identification variables, and closed-loop controllers are parameterized using the feedforward control parameters.

A controller for performing synchronization control over the master axis and the slave axis to follow an electronic cam profile includes a reference position calculator that, in response to power being restored after a power disconnect, obtains a position of the master axis and calculates reference positions of the master axis and the slave axis based on the obtained position of the master axis, a position of the master axis at cam synchronization, and the electronic cam profile, and a return control unit that performs return control to determine a position of the slave axis corresponding to a current position of the master axis based on the current position of the master axis, the electronic cam profile, and the reference positions of the master axis and the slave axis calculated by the reference position calculator, and that moves the slave axis to the determined position.

A method for determining an adapted master value of a master axis, wherein a setpoint slave value for a slave axis is derivable from the adapted master value via a synchronism function and a drive on the slave axis is operated in synchronism with the master axis based on the setpoint slave value, where the adapted master value is determined based on a base master value of the master axis and a time difference of operative times of determinable events on the master axis and slave axis.

A controller that can perform high-precision synchronous control even when the speed of a master axis changes and a machine learning device are provided. The controller includes the machine learning device that learns the future predicted position of the master axis with respect to the operation state of the master axis, and the machine learning device includes a state observing section that observes, as a state variable indicating the current state of an environment, master axis predicted position data indicating the future predicted position of the master axis and master axis operation state data indicating the operation state of the master axis, a judgment data acquiring section that acquires judgment data indicating the properness judgment result of a synchronization error of a slave axis, and a learning section that learns the future predicted position of the master axis by correlating the future predicted position of the master axis with the master axis operation state data by using the state variable and the judgment data.

According to an aspect of the invention, a motor operation control system configured to control an operation of a multi-axis mechanical apparatus including motors includes drive control units each of which is provided for one corresponding motor and a central controller configured to output an operation command to the drive control units. Each of the drive control units controls an operation of a motor based on the operation command from the central controller and transmits a response signal to another drive control unit and the central controller through asynchronous serial communication.

A controller that controls a machine tool, a method of controlling a machine tool, and a computer program that causes a computer to operate as a controller that controls a machine tool, the machine tool comprising multiple control axes and used for machining by cutting of a work as a machining target by means of coordinated motion of the control axes. The method includes acquiring a position command for driving a cutting tool or the work, acquiring a rotation speed of the rotated cutting tool or the rotated work, calculating oscillation amplitude, calculating an oscillation frequency, calculating an oscillation command for causing the cutting tool and the work to oscillate relative to each other, storing a command route, correcting the oscillation command based on the stored command route, determining a drive signal to be used for driving the servo motor, and outputting the drive signal.

To have a setting and adjusting function of setting and adjusting a control parameter that is set to one servo amplifier for a multiaxial control system that includes a plurality of axes, each of which is a combination of the servo amplifier with one servo motor, and that synchronizes and controls the axes according to a command from a motion controller, to group some of the axes, which constitute mechanical axes in which the axes are mechanically coupled, as one group, to perform adjustment of the control parameter on the axes that constitute the group, and to display an average value of adjustment results of a control parameter of all the axes that constitute the group as a control parameter value of the mechanical axes in each item of the control parameter.

A control device including a simulation unit to simulate behaviors of a virtual mechanical system, and a drive control unit to control driving of servomotors based on the simulation results, is provided. The virtual mechanical system includes a first drive module, a first main shaft module connected to the first drive module, and a plurality of power transmission subsystems, each of which is connected to the first main shaft module and is associated with one of the servomotors respectively. Each of the power transmission subsystems includes an output module. The servomotor associated with the power transmission subsystem is driven according to a simulated result of input into the output module.