Papers

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

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

Last Week's Progress

Title 1:
- Solving the simulation accuracy
- Finalizing paper

Title 2:
- Paper writing

Title 3:
- Worked on related works
- Paper surveyed

This Week Todo's

Title 1:
- Simulation
- Paper writing (finalizing)

Title 2:
- Paper writing

Title 3:
- Wait for the camera

Project Progress

3D Printing Monitoring

Last Week's Project

- Team meeting
- RPi integration in ML/DL
- YOLOv5

This Week's Project

- Team meeting
- Continue working in RPi ML/DL
- Continue gathering dataset (image-based)
- Wait for the new camera to arrive & start gathering data

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 (Winter Intensive)

Annual Goals

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)