Papers

Title 1: Edge-based 3D Printer Fault Detection using Deep Learning (tentative)
- Target: ICT Express

Title 2: Edge AI-based 3D Printer Monitoring and Fault Prediction
- Target: IEEE Transaction on Industrial Electronics

Title 3: Machine Learning-based 3D Printer Fault Detection on Edge
- KICS Fall

Title 4: Image-based Dataset for Anomalies in 3D Printing (tentative)

Last Week's Progress

Title 1:
- Simulation
- Paper writing

Title 4:
- Surveyed related works

This Week Todo's

Title 1:
- Simulation
- Paper writing (finalizing paper)

Title 3:
- Simulation

Title 4:
- Continue surveying related works
- Start writing

Project Progress

3D Printing Monitoring

Last Week's Project

- Team meeting
- Worked with YOLOv5

This Week's Project

- Team meeting
- Continue working with YOLO
- Raspberry Pi integration with machine learning

Monthly Goals

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

Annual Goals

1. Publish two or three conference papers (Domestic and International)
- KICS Summer 2021 ✓
- ICUFN 2021 ✓
- KICS Fall 2021 ✓

2. Publish at least one International Journal
- ICT Express (Pr)
- IEEE Transaction on Industrial Electronics (Pr)