Title 1: Multimodal 3D printer fault classification using LSTM
- Target: ICT Express
Title 2: Edge AI-based 3D Printer Monitoring and Fault Prediction
- Target: IEEE Transaction on Industrial Electronics (Winter Intensive)
Title 3: Image-based Dataset for Anomalies in 3D Printing (tentative)
Title 1:
- Finalizing paper
Title 2:
- Paper writing
Title 3:
- Paper surveyed
Title 2:
- Paper writing
- Survey related works
- Brainstorming
3D Printing Monitoring
- Team Meeting
- Installing Jetson
- Familiarizing with Jetson
- Team Meeting
- Work on Jetson
- RPi and ML/DL
1. Learn move about machine learning and deep learning with Python
- Online tutorials
- Re-simulate what I learned
2. Journal
- ICT Express Paper (Finalizing)
- IEEE TIE (Winter Intensive)
1. Publish two or three conference papers (Domestic and International)
- KICS Summer 2021 ✓
- ICUFN 2021 ✓
- KICS Fall 2021 ✓
- KICS Winter (Pr)
2. Publish at least one International Journal
- ICT Express (Finalizing)
- IEEE Transaction on Industrial Electronics (Pr)