AI-Driven Fault Detection and Classification Report Generation

End User
ELES
Description
The service automates the generation of structured analysis reports for disturbance events recorded by protection relays. Using AI, it converts pre-processed and interpreted fault records (from Service 1) into professional expert reports that consolidate all relevant event information. This relieves protection system experts from manual report writing tasks, enabling faster and more consistent analysis of fault and non-fault events.
Core Capabilities
Monitoring & Anomaly Detection
Predictive & Prescriptive Analytics
Business Need
After every disturbance event, protection system experts at ELES must prepare detailed analysis reports documenting oscillography, event classification, and associated findings. This manual process is time-consuming and introduces variability in report structure and completeness across different analysts. The service automates this report generation, reducing analysis time, improving consistency, and enabling experts to concentrate on technically complex cases.
Key Performance Indicators
Classification accuracy of reported event classifications
Event response time: elapsed time to generate and present report to end users
Reduction in analysis time compared to traditional manual reporting
Data Provided
Structured event reports in PDF, Excel, and other formats per user preference
Per-event report including oscillography, parameters, metadata, and classification results
Correlation of multiple protection relay records into single unified fault event reports
Note: Service currently available for internal ELES use only; same datasets as Service 1 available to EnerTEF stakeholders
TEF
TEF TSO

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