Temperature-based Predictive Maintenance
- Survey of potential sensor modalities (IR temp sensor, thermal imager) and related work
- Starting with consumer USB cams generate series of images or phone cams
- Characterization of state based on known signatures (classification problem)
- Characterization of state transitions (HMM)
- Experimentation on Coffee machine/Blender/3D printer at PitLab
- 1..k sensors; Local/cloud-based processing.
- Experimentation on roller compacter/tableting machines at NN