Neural Network Algorithms TRIZ Cases
- Device Modeling Engine for Low-Complexity Condition Monitoring
Machine learning matching networks infer device conditions from operation data, reducing sensor complexity while improving abnormality detection.
- Wind Farm Layout Optimization Using Physics-Informed Wind Prediction
Physics-informed neural networks reconstruct 2D wind fields from lidar data to improve ultra-short-term prediction and turbine layout.