CENOS
Cost Effective Neural Optimized Sensing
- CENOS is a general neural optimizer for optimal sensor placement
- Identify sensor configurations that maximize data quality and information acquisition
- Flexibility to learn features from available data or explicitly port a sensor model
- Identify optimal sensor locations in an existing sensor array
- Continuous monitoring of sensor array for fault identification and perspective planning
Practical Uses
Limited Budget
Provide users with multiple ranked choices for a fixed cost maximum effect build
Maintenance
Use the same build for selecting initial configuration and future monitoring for cost effective maintenance
Fault Identification
Anomaly detection with the chosen optimal sensor configuration at no additional production or maintenance cost