Deterioration diagnosis apparatus for diagnosing deterioration in a mechanical apparatus, deterioration diagnosis method for diagnosing deterioration in a mechanical apparatus performed in a deterioration diagnosis apparatus, and deterioration diagnosis method for diagnosing deterioration in a mechanical apparatus
A deterioration diagnosis apparatus is for a mechanical apparatus including a power transmission mechanism that transmits power via a gear. The deterioration diagnosis apparatus includes: a storing unit that stores, in advance, a trend of change along with the operation of the mechanical apparatus, in consumption rate of an additive contained in lubricant used for the gear; and a determination unit that determines the period to be taken for the consumption rate of the additive to reach a predetermined value, based on the trend of change in the consumption rate of the additive.
1. A deterioration diagnosis apparatus for a mechanical apparatus comprising a power transmission mechanism that transmits power via a gear, comprising:
a storing unit storing a trend of change associated with operation of the mechanical apparatus, in a consumption rate of an additive contained in lubricant used for the gear; and
a determination unit that determines a period to be taken for the consumption rate of the additive to reach a predetermined value, based on the trend of change in the consumption rate of the additive.
2. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 1 , wherein
the trend of change in the consumption rate of the additive is a linear increase.
3. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 1 , wherein
the additive comprises an extreme pressure agent, and
the trend of change in a consumption rate of the extreme pressure agent is a linear increase.
4. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 1 , further comprising
an output unit that outputs a determination result determined by the determination unit.
5. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 1 , wherein
the consumption rate of the additive is expressed by a function of at least one of an instruction value and a measurement value related to an output of the power transmission mechanism,
the deterioration diagnosis apparatus further comprises a data obtaining unit that obtains time series data on the at least one of the instruction value and the measurement value, and
the determination unit determines the period to be taken for the consumption rate of the additive to reach a predetermined value by calculating a time integral value of the function, based on the time series data obtained.
6. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 5 , wherein
the mechanical apparatus comprises a motor configured to drive an operation unit, a speed reducer configured to reduce speed of rotational power of the motor and transmit the resultant rotational power to the operation unit, an encoder configured to detect a rotation position of the motor, and a motor control unit that controls electric current supplied to the motor to control the rotation of the motor, and
the instruction value is an electric-current instruction value for the motor.
7. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 5 , wherein
the mechanical apparatus comprises a motor configured to drive an operation unit, a speed reducer configured to reduce speed of rotational power of the motor and transmit the resultant rotational power to the operation unit, an encoder configured to detect a rotation angle of the motor, and a motor control unit that controls electric current supplied to the motor to control the rotation of the motor, and
the measurement value is a detection value of the encoder.
8. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 5 , wherein
the mechanical apparatus comprises a motor configured to drive an operation unit, a speed reducer configured to reduce speed of rotational power of the motor and transmit the resultant rotational power to the operation unit, an encoder configured to detect a rotation angle of the motor, and a motor control unit that controls electric current supplied to the motor to control the rotation of the motor,
the consumption rate of the additive is expressed by a third function that is a sum of a first function that is a function of an electric-current instruction value for the motor and angular velocity of the rotation angle of the motor and a second function that is a function of temperature of the lubricant,
the data obtaining unit obtains time series data on the electric-current instruction value for the motor, a detection value of the encoder, and the temperature of the lubricant, and
the determination unit determines the period to be taken for the consumption rate of the additive to reach a predetermined value by calculating a time integral value of the third function, based on the time series data obtained.
9. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 8 , wherein
the second function is a function of the temperature of the lubricant and a residual rate of the additive per unit time.
10. The deterioration diagnosis apparatus for a mechanical apparatus according to claim 8 , wherein
the mechanical apparatus further comprises a temperature sensor for the encoder,
the data obtaining unit receives an input of temperature data detected by the temperature sensor, and
the data obtaining unit obtains time series data on the temperature of the lubricant from a value of the temperature of the encoder detected by the temperature sensor based on a linear correlation.
11. A deterioration diagnosis method for a mechanical apparatus that is performed by a deterioration diagnosis apparatus comprising a storing unit and a determination unit, the deterioration diagnosis method comprising:
storing in the storing unit a trend of change associated with operation of a mechanical apparatus, in a consumption rate of an additive contained in lubricant used for a gear, the mechanical apparatus comprising a power transmission mechanism that transmits power via the gear; and
determining, with the determination unit, a period to be taken for the consumption rate of the additive to reach a predetermined value, based on the trend of change in the consumption rate of the additive.
12. The deterioration diagnosis method for a mechanical apparatus according to claim 11 , wherein
the trend of change in the consumption rate of the additive is a linear increase.
13. The deterioration diagnosis method for a mechanical apparatus according to claim 11 , wherein
the additive comprises an extreme pressure agent, and
the trend of change in a consumption rate of the extreme pressure agent is a linear increase.
14. The deterioration diagnosis method for a mechanical apparatus according to claim 11 , wherein
the consumption rate of the additive is expressed by a function of at least one of an instruction value and a measurement value related to an output of the power transmission mechanism,
the deterioration diagnosis method further comprises obtaining time series data on the at least one of the instruction value and the measurement value by an obtaining unit, and
the determining step determines the period to be taken for the consumption rate of the additive to reach a predetermined value by calculating a time integral value of the function, based on the time series data obtained.
15. The deterioration diagnosis method for a mechanical apparatus according to claim 14 , wherein
the mechanical apparatus comprises a motor configured to drive an operation unit, a speed reducer configured to reduce speed of rotational power of the motor and transmit the resultant rotational power to the operation unit, an encoder configured to detect a rotation position of the motor, and a motor control unit that controls electric current supplied to the motor to control the rotation of the motor, and
the instruction value is an electric-current instruction value for the motor.
16. The deterioration diagnosis method for a mechanical apparatus according to claim 14 , wherein
the mechanical apparatus comprises a motor configured to drive an operation unit, a speed reducer configured to reduce speed of rotational power of the motor and transmit the resultant rotational power to the operation unit, an encoder configured to detect a rotation angle of the motor, and a motor control unit that controls electric current supplied to the motor to control the rotation of the motor, and
the measurement value is a detection value of the encoder.
17. The deterioration diagnosis method for a mechanical apparatus according to claim 14 , wherein
the mechanical apparatus comprises a motor configured to drive an operation unit, a speed reducer configured to reduce speed of rotational power of the motor and transmit the resultant rotational power to the operation unit, an encoder configured to detect a rotation angle of the motor, and a motor control unit that controls electric current supplied to the motor to control the rotation of the motor,
the consumption rate of the additive is expressed by a third function that is a sum of a first function that is a function of an electric-current instruction value for the motor and angular velocity of the rotation angle of the motor and a second function that is a function of temperature of the lubricant,
the obtaining data step obtains time series data on the electric-current instruction value for the motor, a detection value of the encoder, and the temperature of the lubricant, and
the determining step determines the period to be taken for the consumption rate of the additive to reach a predetermined value by calculating a time integral value of the third function, based on the time series data obtained.
18. The deterioration diagnosis method for a mechanical apparatus according to claim 17 , wherein
the second function is a function of the temperature of the lubricant and a residual rate of the additive per unit time.
19. The deterioration diagnosis method for a mechanical apparatus according to claim 17 , wherein
the mechanical apparatus further comprises a temperature sensor for the encoder,
the obtaining data step receives an input of temperature data detected by the temperature sensor, and
the obtaining data step obtains time series data on the temperature of the lubricant from a value of the temperature of the encoder detected by the temperature sensor based on a linear correlation.
20. A deterioration diagnosis method for a mechanical apparatus comprising a power transmission mechanism that transmits power via a gear, comprising:
measuring a consumption rate of an additive contained in lubricant used for the gear associated with operation of the mechanical apparatus;
deriving a trend of change in the consumption rate of the additive, based on a measurement value of the consumption rate of the additive; and
determining a period to be taken for the consumption rate of the additive to reach a predetermined value, based on the trend of change in the consumption rate of the additive.