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:
- Paper writing
- RPi Simulation

Title 2:
- Continue writing the paper

Title 3:
- Presented in KICS Fall

This Week Todo's

Title 1:
- Paper writing
- RPi Simulation (fix the problem)
- Try to finish the paper

Title 4:
- Survey related works
- To start writing after finalizing

Project Progress

3D Printing Monitirong

Last Week's Project

Team Meeting
Finalized and submit the purchase items
Work in YOLOv5
Run machine learning in Raspberry Pi

This Week's Project

Team Meeting
Continue working in YOLOv5
Run machine learning in Raspberry Pi

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
- 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)