Robot arm, method of estimating amount of iron powder contained in lubricant of connecting part of robot arm, and abnormality sign determination system

A method of estimating an amount of iron powder contained in a lubricant of a connecting part of a robot arm, the robot arm comprising a motor configured to operate based on data indicating at least one command current value and an arm configured to operate based on a driving force of the motor, the motor and the arm being connected with the connecting part interposed therebetween, the method comprising:

• acquiring command current values at a plurality of timings when the motor is controlled at a rotation speed within a preset fixed range, in a preset first time period,
• determining an average value of differences between the command current values and an average value of the command current values in the preset first time period, and
• repeating the acquiring and the determining in an additional preset time period, and accumulating average values of the differences in a sequential order of each determining;
• and
• estimating the amount of the iron powder based on a product of an accumulated value of the average values of the differences and a preset coefficient.

An abnormality sign determination system of a robot arm comprising:

• a motor;
• a controller configured to control the motor based on data indicating at least one command current value;
• an arm configured to operate based on a driving force of the motor;
• a connecting part connecting the motor to the arm and including a lubricant;
• and
• a server communicably connected to the robot arm, wherein
• the controller is further configured to:
• perform an acquisition to acquire command current values at a plurality of timings when the motor is controlled at a rotation speed within a preset fixed range, in a preset time period,
• perform a determination to determine an average value of differences between the command current values and an average value of the command current values in the preset time period,
• perform a transmission to transmit data indicating the average value of the differences to the server, and
• repeat the acquisition and the determination in a second preset time period,
• wherein the server receives a plurality of average values of the differences and accumulates the plurality of average values of the differences in an order in which the controller determines average values of the differences, and when a difference between an accumulated value of the average values of the differences up to an N−1th time (wherein N is a natural number of two or greater) and an accumulated value of the average values of the differences up to an Nth time becomes greater than or equal to a preset value, and then become less than the preset value, and then again becomes greater than or equal to the preset value, the server determines that there is an abnormality sign in the robot arm.

An abnormality sign determination system of a robot arm comprising:

• a motor;
• a controller configured to control the motor based on data indicating at least one command current value;
• an arm configured to operate based on a driving force of the motor;
• a connecting part connecting the motor to the arm and including a lubricant;
• and
• a first server communicably connected to the robot arm, wherein
• the controller is further configured to, every time the lubricant is replaced:
• perform an acquisition to acquire command current values at a plurality of timings when the motor is controlled at a rotation speed within a preset fixed range in a preset time period,
• perform a determination to determine an average value of differences between the command current values and an average value of the command current values in the preset time period,
• perform a transmission to transmit data indicating the average value of the differences to the first server, and
• repeat the acquisition and the determination in a second preset time period,
• wherein the first server receives a plurality of average values of the differences and accumulates the plurality of average values of the differences in an order in which the robot arm determines average values of the differences, and when a difference between an accumulated value of the average values of the differences for a first lubricant and an accumulated value of the average values of the differences for a replaced lubricant becomes greater than or equal to a preset value at a point when periods since the first lubricant and the replaced lubricant are started to be used become equal, the first server determines that there is an abnormality sign in the robot arm.