An actuator of a machine is controlled by a control device with a controller structure in a normal operating mode and a special operating mode. The control device determines from a position setpoint value and a position actual value a control signal for the actuator. In the normal operating mode, the setpoint values are determined using a utility program, and in the special operating mode by a system program that is different from the normal operating program. In the special operating mode, a frequency characteristic for the actuator is determined on the basis of the sequence of setpoint values and associated actual values, and an evaluation for the actuator and/or of the controller structure is performed using the frequency characteristic and parameters of the controller structure. Depending on the evaluation, a message is transmitted to an operator of the machine or to a computing device over a network.

Information is collected from a management target device having a drive unit such as a machine tool, and this collected information is more practically used. An information collection device includes a collection unit that collects, from management target devices having a drive unit, operating state information which is information indicating an operating state of the management target device while operating accompanying movement of the drive unit; and a comparison unit that extracts a plurality of sets of information matching in a predetermined condition from the operating state information thus collected, and outputs a comparison result of the plurality of sets of information thus extracted.

Embodiments of the present invention provide automated robotic system identification and stopping time and distance estimation, significantly improving on existing ad-hoc methods of robotic system identification. Systems and methods in accordance herewith can be used by end users, system integrators, and the robot manufacturers to estimate the dynamic parameters of a robot on an application-by-application basis.

Embodiments of the present invention provide automated robotic system identification and stopping time and distance estimation, significantly improving on existing ad-hoc methods of robotic system identification. Systems and methods in accordance herewith can be used by end users, system integrators, and the robot manufacturers to estimate the dynamic parameters of a robot on an application-by-application basis.

An anomaly detection device of a machine tool includes a time series data acquisition section for acquiring target time series data that is the time series data of a moving load in the Z-axis direction of a cutting tool of the machine tool during a drilling process, an evaluation value derivation section for deriving an evaluation value indicating a degree of similarity between at least a part of the acquired target time series data and at least a part of reference time series data that is time series data of the moving load that can be regarded as normal using singular spectrum transformation, and an anomaly determination section for determining the presence or absence of an anomaly of the machine tool based on the derived evaluation value.

A control method is provided to manage a surgical robot having an arm configured to hold a medical tool. The method includes receiving a set of sensor signals from sensors on the arm, generating a profile based on the set of sensor signals, comparing the profile to at least one signature, determining a state of the arm based on results of the comparison, and changing operation of the arm based on the state of the arm. The state of the arm is indicative of a predetermined condition that has occurred or will likely occur eminently. Changing operation of the arm prevents the condition from occurring or continuing. The robot arm may hold a medical tool for using during surgery or another medical procedure.

A system and method for monitoring real-time operational data of a robotic manipulator. The system includes a robotic manipulator, a robotic manipulator controller, an electronic processor, a memory, and an output device. The memory includes a robotic manipulator profile, the robotic manipulator profile including a history of robotic manipulator operational data. The robotic manipulator controller is configured to generate a data packet based on signals relating to various operations of the robotic manipulator, and transmit the packet to the electronic processor. The electronic processor is configured to process the data contained in the data packet, update the robotic manipulator profile based on the processed data, and generate an alert that is output to the output device based on the updated robotic manipulator profile.

An abnormality determination device includes a control unit for determining an abnormality of a robot, the control unit being configured to calculate a measurement probability distribution which is a probability distribution using disturbance torque acquired during a predetermined period as a random variable. The control unit causes an average of the calculated measurement probability distribution to conform to an average of an evaluation normal model which is a predetermined probability distribution, compares the measurement probability distribution with the evaluation normal model of which the respective averages conform to each other, and determines an abnormality of the robot in accordance with a result of the comparison.

A control method is provided to manage a surgical robot having an arm configured to hold a medical tool. The method includes receiving a set of sensor signals from sensors on the arm, generating a profile based on the set of sensor signals, comparing the profile to at least one signature, determining a state of the arm based on results of the comparison, and changing operation of the arm based on the state of the arm. The state of the arm is indicative of a predetermined condition that has occurred or will likely occur eminently. Changing operation of the arm prevents the condition from occurring or continuing. The robot arm may hold a medical tool for using during surgery or another medical procedure.

Information is collected from a management target device having a drive unit such as a machine tool, and this collected information is more practically used. An information collection device includes a collection unit that collects, from management target devices having a drive unit, operating state information which is information indicating an operating state of the management target device while operating accompanying movement of the drive unit; and a comparison unit that extracts a plurality of sets of information matching in a predetermined condition from the operating state information thus collected, and outputs a comparison result of the plurality of sets of information thus extracted.