Breakdown analysis
Correlates operating records and fault history to accelerate diagnosis.
System architecture
From plant signal to operating decision.
The sequence is not a dashboard mock-up. It is the operating data path that connects plant instrumentation, asset management, the unified data layer and management output.
- Plant SCADA
- CMS
- IBM Maximo
- UDA — Unified Data Access
- UDA AI Agent
- Dashboards · Reports · Tickets
Data path · system architecture
IBM
Third-party recognition
IBM Maximo Renewables
The NOC's asset management backbone. IBM published a global case study recognising KP Group's NOC as a benchmark for digital operations in renewable energy.
Citation required
The IBM case-study URL or cleared PDF has not been supplied. The recognition is named, but it is not presented as linked evidence until the citation is verified.
UDA AI Agent
Analysis that starts from the operating record.
In-house platform consolidating generation, breakdown, meter, SCADA, JMR and O&M data into a single queryable layer.
Anomaly detection
Surfaces deviations that fixed threshold checks can miss.
Performance-deviation detection
Connects plant, inverter and string-level signals to the loss review.
Automated reporting
Turns controlled operational data into consistent management output.
Predictive maintenance
ML models trained on historical asset data to forecast maintenance need and reduce unplanned outage.
Forecasting & Scheduling (F&S)
Timely data to F&S agencies, active schedule tracking to minimise DSM penalties for clients.
Data governance
Generation, breakdown, meter, SCADA, JMR and O&M records are consolidated into a controlled queryable layer, so exceptions can be traced back to source.