AI (artificial intelligence) gives rise to new possibilities in solving problems in enterprise asset management. It is one of the new technologies for Industry 4.0. Preventing unexpected breakdown is one of the key objectives of maintenance. AI may shed light on new approaches to it.
OCR (Optical Character Recognition) enables the data extraction from an image such as a picture taken by a phone. It has the potential for better productivity in operations. For instance, a technician takes a photo of the nameplate of a machine. Calem uses OCR to extract the serial number from the nameplate photo, and brings up the maintenance history of the machine.
The example below is a photo of the nameplate of an appliance. The texts below are recognized by OCR. The serial number is ME4650654 which may be used to call up the equipment record in Calem.
Kenmore
SeRIAL No.
UsteD
Ue6
File
ME4650654
(2225)
MODEL /STOCK NO.
110.
96576200
65762
FoR PaRis OR Service Always GIvE
ModEL /SiocK No. locATED ABOVE.
Jwire
120/240 VOLIS
60Hı
MoioR 4.0 AMps
Heater And Accessories 23
Mps
Mfd,FoR seARs; RoeBuCk AND Co,
U.5.A, 696638 Rev. €
Additional Resources
- Asset Condition Monitoring with Meter Triggers
- Timeseries anomaly detection using an Autoencoder
- Calem AI: Asset Failure Prediction by AI (artificial intelligence)
- Calem AI: Why Adopting AI (artificial intelligence)
- Track Failures in Work Orders
- Asset Lifespan Alerts
- Asset Timeline View
- User Guide and Admin Guide (customer account required)
- Calem Enterprise Training Site
- Calem Enterprise Blogs
- Calem Enterprise demo