Report

Verana

October 18, 2021 - October 24, 2021

Papers

Title 1: Deep learning-based 3D Printer Fault Detection
- Target: ICT Express

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

Title 3: 5G Wireless 3D Printer Monitoring
- KICS Fall

30% Progress
Last Week's Progress

Title 1:
- Simulation

Title 2:
- Raspberry Pi implementation

Title 3:
- Submitted to the KICS Fall

This Week Todo's

Title 1:
- Resimulate other methods
- Continue writing the paper

Project Progress

3D Printer

50% Progress
Last Week's Project

1. Setup the new 3D printer and tested it
2. Studied about YOLOv5
3 Team meeting

This Week's Project

1. Continue working with YOLOv5
2. Train the gathered dataset
3. Test the 2 3DPs

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

3. KICS Fall
- Finish paper

Annual Goals

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

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