End User
CPO
Description
The Fault Classification and Location service detects, classifies, and localises faults in offshore renewable energy assets using real-time telemetry data. The service identifies abnormal behaviour across electrical, mechanical, and operational signals, assigns fault types to predefined categories (voltage anomalies, current imbalances, converter faults, cable faults, sensor issues), and estimates likely fault locations within the asset or subsystem.
Core Capabilities
Monitoring & Anomaly Detection
Business Need
Offshore environments have limited accessibility and high intervention costs. Detecting faults early, classifying their type, and localising their origin enables stakeholders to prioritise maintenance interventions efficiently, reduce downtime, improve safety, and minimise service disruption — outcomes that directly affect the economic viability of offshore energy assets.
Key Performance Indicators
True positive rate and false positive rate for fault detection
Classification accuracy across supported fault categories
Fault localisation accuracy
Detection latency (time-to-alert)
Robustness under varying environmental and operational conditions
Data Provided
Structured fault assessments: fault type, estimated location, severity level, contextual information
Alert descriptions with classification and origin within asset or subsystem
Confidence levels and maintenance prioritisation cues
TEF
TEF RES