Diagnostic service system and diagnostic method using network
To provide a diagnostic service system and diagnostic method using a network. A factory monitoring system ( 100 ) comprises a factory monitoring system ( 100 ) which includes: a data acquisition unit ( 1011 ) that acquires data related to at least one machine, including time information; and a stored data management unit ( 1012 ) that stores data related to each machine acquired by the data acquisition unit in a storage unit ( 1002 ) together with identification information of each machine, wherein, based on past history data related to the machine and current data related to the machine, the diagnostic service system ( 1 ) predicts a possibility of abnormality occurrence in the machine, and provides preventative maintenance information related to the machine.
1. A diagnostic service system comprising:
a data acquisition unit that acquires data related to at least one machine, including time information; and
a storage management unit that stores data related to each machine of the at least one machine acquired by the data acquisition unit in a storage unit together with identification information of each machine,
wherein, the diagnostic service system creates a learning model by learning a correlation between past alarm history data stored in the storage unit and related to the machine identified by the identification information and failure occurrence in the machine, diagnoses current data of the machine based on the learning model, estimates a possibility of abnormality occurrence in the machine, and provides preventative maintenance information related to the machine.
2. The diagnostic service system according to claim 1 , where data related to the machine includes alarm data related to a battery included by the machine, and reset data of the alarm data.
3. The diagnostic service system according to claim 1 , wherein data related to the machine includes alarm data related to a fan motor included by the machine, and ceasing data of the alarm data.
4. The diagnostic service system according to claim 1 , wherein the data related to the machine includes operating data related to a servomotor controller included by the machine, and alarm data related to the servomotor controller.
5. A diagnostic method executed by at least one computer having a storage unit, the method comprising the steps of:
acquiring data related to at least one machine, including time information;
storing in the storage unit the data related to each machine of the at least one machine which was acquired in the step of acquiring, together with identification information of each machine; and
creating a learning model by learning a correlation between past alarm history data stored in the storage unit and related to the machine identified by the identification information and failure occurrence in the machine, diagnosing current data of the machine based on the learning model, estimating a possibility of abnormality occurrence in the machine, and providing preventative maintenance information related to the machine.