Challenge #1: Predictive Maintenance by QuickMove
This project investigate the behaviors of electrical drives in 3D conveyor system to identify when will the drives need maintenance. The sample data contains data of 6 drives carrying 3 trains in 3 minutes. In general, the system has 99.7% up time. We propose an AI based solution to detect the remaining 0.3% with Autoencoder model using TensorFlow.
Please find the project's repo HERE
- QuickMove GmbH