1. Industrial Equipment Monitoring

Industrial Equipment Monitoring is exemplified using a network of Distribution Transformers:

100 KVA Distribution Transformer
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Transformer Geometry.
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General Monitoring Flow Diagram
No. Parameters Value
1 Apparent power 100kVA
2 Voltage 400/400 Yy-400/230 Yd
3 Winding conductors 3.2 mm copper wire class H insulation
4 Primary winding turns 260
5 Secondary winding turns 10
6 Primary full load current 5.249 A
7 Secondary full load current 139 A
8 Magnetic core Cold laminated steel 0.86W/kg 0.3mm
9 Winding insulation Tercott CFTM
10 Voltage per turn 1.26 V
Transformer Specifications
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Transformer Core
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Instantaneous Magnetic Flux Density in transformer core
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Instantaneous magnetic Flux Density across core cross section
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Instantaneous electric field density in Windings
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Total instantaneous magnetic field loss in Transformer Core
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Total instantaneous Magnetic flux loss in Transformer Coils
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Contours of coolant velocity
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Temperature (oK) Monitoring
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Directional Heat Flux (units W/m2)
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Section View (a) Temperature. (b) Heat Flux

The monitoring scheme uses Sensors Data sent to Servers (Distribution Company and Transformer Manufacturer) using IIoT and Cloud. The servers use GPUs to display the status of each transformer using Quality Assurance principles involving Augmented Reality (AR) and Data Analytics. The problematic transformers can be tracked and using AI tools their behavior can be predicted for physical salvage teams waiting to ratify any eventuality thus guaranteeing excellent service to customers. Other engineering equipment can also be monitored collectively in this manner.