End User
CPO
Description
This service classifies and manages the operational states of offshore renewable energy assets — normal, derated, and safeguard — using AI-based classification of real-time telemetry and environmental conditions. When enabled, the service can issue control actions via API to adjust asset operation, supporting safe and efficient management that reduces wear and improves asset lifetime.
Core Capabilities
Monitoring & Anomaly Detection
Optimization & Decision Support
User Interface & Visualization
Business Need
Offshore energy assets face rapidly changing environmental conditions that require timely transitions between operational states to ensure safety and maximise efficiency. Manual state management cannot react quickly enough to all relevant conditions, and misclassification of states can lead to increased wear or unnecessary curtailment. The service automates state classification and decision support, improving operational safety and efficiency.
Key Performance Indicators
Classification accuracy of operational states against known mode labels
Decision-support effectiveness under simulated conditions and controlled scenarios
Robustness to state transition logic and avoidance of unnecessary transitions
API availability and latency for real-time deployment
Data Provided
Time-stamped operational state classifications per asset
Decision-support action logs including recommended or executed control actions
TEF
TEF RES