PlantAI Transformer
Fleet condition monitoring for generator and station transformers: thermal modelling, cooling performance, DGA interpretation and condition reports.
PlantAI Transformer models each transformer’s winding hot-spot to IEC 60076-7, watches cooling performance and flags abnormal behaviour with machine-learning models. Dissolved-gas results are interpreted with the Duval triangle, Rogers ratios and IEC 60599, and a PDF condition report is generated for each unit.
What's inside.
Thermal Model
Top-oil and hot-spot temperature per IEC 60076-7, with ageing rate.
Cooling Performance
Fan and pump stage effectiveness compared against expected thermal response.
Anomaly Detection
Isolation Forest and autoencoder models trained on each unit’s normal behaviour.
DGA Interpretation
Duval triangle, Rogers ratios and IEC 60599 on oil-test results.
Document Index
OCR of test reports and manuals, searchable per transformer.
Condition Reports
One-click PDF reports for each unit in the fleet.
Want to see PlantAI Transformer on your plant?
Share a sample of your historian data and our engineers will show you what the models find on your own unit.