Recommended maintenance notification system
First and second machine tools machine a workpiece and transmit machine status information each representing the status thereof to a server. A measurement device measures the workpiece machined by the first machine tool and transmits workpiece information representing a status of a defective workpiece to the server. The server includes a machining accuracy defect countermeasure database storing the status of the defective workpiece and a corresponding maintenance content, a machine status database storing the machine status information on the first and second machine tools, and a notification unit that extracts the maintenance content corresponding to the status of the defective workpiece when the status of the workpiece included in the workpiece information and the status of the defective workpiece included in the machining accuracy defect countermeasure database are similar to each other, and that outputs a notification recommending execution of the extracted maintenance content in the second machine tool when the machine status information on the first machine tool and the machine status information on the second machine tool are similar to each other.
1. A recommended maintenance notification system, comprising:
a first machine tool and a second machine tool each configured to machine workpieces according to a machining program;
a measurement device configured to measure a measurement dimension of the workpieces machined by the first machine tool at a measurement point; and
a server, wherein
the first machine tool is configured to transmit to the server a first machine status information representing a monitored spot and a status of the monitored spot of the first machine tool,
the second machine tool is configured to transmit to the server a second machine status information representing a monitored spot and a status of the monitored spot of the second machine tool,
the measurement device is configured to transmit to the server workpiece information representing the measurement point and the measurement dimension at the measurement point of a workpiece that has been defectively machined by the first machine tool,
the server includes:
a machining accuracy defect countermeasure database configured to store accumulated data including
the measurement point and the measurement dimension at the measurement point of a plurality of previous defectively machined workpieces, and contents of maintenance representing a countermeasure spot and a countermeasure content corresponding to the measurement point and the measurement dimension at the measurement point of the plurality of previous defectively machined workpieces as countermeasures thereagainst;
a machine status database configured to store the first and second machine status information, respectively; and
a notification unit configured to, when the measurement dimension at the measurement point of the defectively machined workpiece included in the workpiece information transmitted from the measurement device and the measurement dimension at the measurement point of a previous defectively machined workpiece among the plurality of previous defectively machined workpieces included in the machining accuracy defect countermeasure database are determined to be similar to each other,
extract the contents of maintenance corresponding to the measurement dimension at the measurement point of the previous defectively machined workpiece from the machining accuracy defect countermeasure database,
extract the contents of maintenance corresponding to the monitored spot of the first machine status information having the same information as the countermeasure spot included in the extracted contents of maintenance, and
output
a first notification recommending execution of the extracted countermeasure contents at the countermeasure spot at the monitored spot in the second machine tool when the status of the monitored spot included in the first machine status information and the status of the monitored spot included in the second machine status information are determined to be similar to each other, and
a second notification including a message that a same machining defect is not likely to occur when the status of the monitored spot included in the first machine status information and the status of the monitored spot included in the second machine status information are determined not to be similar to each other,
the monitored spot of the first machine tool includes information specifying a tool or a jig of the first machine tool,
the status of the monitored spot of the first machine tool includes a period of time of use, a number of times of use, a temperature, or a pressure of the tool or the jig of the first machine tool,
the monitored spot of the second machine tool includes information specifying a tool or a jig of the second machine tool,
the status of the monitored spot of the second machine tool includes a period of time of use, a number of times of use, a temperature, or a pressure of the tool or the jig of the second machine tool, and
the notification unit is configured to determine
that the measurement dimension at the measurement point of the defectively machined workpiece included in the workpiece information transmitted from the measurement device and the measurement dimension at the measurement point of the previous defectively machined workpiece included in the machining accuracy defect countermeasure database are similar to each other when a difference between the measurement dimension at the measurement point of the defectively machined workpiece included in the workpiece information and the measurement dimension at the measurement point of the previous defectively machined workpiece included in the machining accuracy defect countermeasure database falls within a prescribed threshold, and
that the status of the monitored spot included in first machine status information and the status of the monitored spot included in the second machine status information are similar to each other when a difference between (i) the period of time of use, the number of times of use, the temperature, or the pressure of the tool or the jig of the first machine tool and (ii) the period of time of use, the number of times of use, the temperature, or the pressure of the tool or the jig of the second machine tool falls within a prescribed threshold.
2. The recommended maintenance notification system according to claim 1 , wherein the server further includes a display unit configured to display at least one of the first notification or the second notification from the notification unit.
3. The recommended maintenance notification system according to claim 1 , wherein the second machine tool further includes a display unit configured to display at least one of the first notification or the second notification from the notification unit.
4. A recommended maintenance notification system, comprising:
a machining accuracy defect countermeasure database configured to store accumulated data including
a measurement point and a measurement dimension at the measurement point of a plurality of previous defectively machined workpieces that have been defectively machined, and contents of maintenance representing a countermeasure spot and a countermeasure content corresponding to the measurement point and the measurement dimension at the measurement point of the plurality of previous defectively machined workpieces as countermeasures thereagainst;
a machine status database configured to store a first machine status information representing a monitored spot and a status of the monitored spot of a first machine tool and a second machine status information representing a monitored spot and a status of the monitored spot of a second machine tool; and
a notification unit configured to
receive workpiece information representing the measurement point and the measurement dimension at the measurement point of a workpiece that becomes defective after being machined by the first machine tool,
when the measurement dimension at the measurement point of the defective workpiece included in the received workpiece information and the measurement dimension at the measurement point of a previous defectively machined workpiece among the plurality of previous defectively machined workpieces included in the machining accuracy defect countermeasure database are determined to be similar to each other,
extract the contents of maintenance corresponding to the measurement dimension at the measurement point of the previous defectively machined workpiece from the machining accuracy defect countermeasure database, and
extract the contents of maintenance corresponding to the monitored spot of the first machine status information having the same information as the countermeasure spot included in the extracted contents of maintenance, and
output
a first notification recommending execution of the extracted countermeasure contents at the countermeasure spot at the monitored spot in the second machine tool when the status of the monitored spot included in the first machine status information and the status of the monitored spot included in the second machine status information are determined to be similar to each other, and
a second notification including a message that a same machining defect is not likely to occur when the status of the monitored spot included in the first machine status information and the status of the monitored spot included in the second machine status information on the second machine tool are determined not to be similar to each other,
wherein
the monitored spot of the first machine tool includes information specifying a tool or a jig of the first machine tool,
the status of the monitored spot of the first machine tool includes a period of time of use, a number of times of use, a temperature, or a pressure of the tool or the jig of the first machine tool,
the monitored spot of the second machine tool includes information specifying a tool or a jig of the second machine tool,
the status of the monitored spot of the second machine tool includes a period of time of use, a number of times of use, a temperature, or a pressure of the tool or the jig of the second machine tool, and
the notification unit is configured to determine
that the measurement dimension at the measurement point of the defective workpiece included in the received workpiece information and the measurement dimension at the measurement point of the previous defectively machined workpiece included in the machining accuracy defect countermeasure database are similar to each other when a difference between the measurement dimension at the measurement point of the defectively machined workpiece included in the workpiece information and the measurement dimension at the measurement point of the previous defectively machined workpiece included in the machining accuracy defect countermeasure database falls within a prescribed threshold, and
that the status of the monitored spot included in first machine status information and the status of the monitored spot included in the second machine status information are similar to each other when a difference between (i) the period of time of use, the number of times of use, the temperature, or the pressure of the tool or the jig of the first machine tool and (ii) the period of time of use, the number of times of use, the temperature, or the pressure of the tool or the jig of the second machine tool falls within a prescribed threshold.
5. The recommended maintenance notification system according to claim 1 , wherein
when the server determines that another machine tool having a status similar to the status of the first machine tool that has machined the defectively machined workpiece does not exist and the same machining defect is not likely to occur, the server is configured to generate a message representing a fact that the same machining defect is not likely to occur and the notification unit is configured to output the second notification of the message.
6. The recommended maintenance notification system according to claim 1 , wherein
upon receiving, at the server, the first machine status information and second machine status information,
the server is configured to update the first machine status information and second status information stored in the machine status database by using the received first machine status information and second machine status information.