Report

Verana

April 4, 2022 - April 10, 2022

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: Intelligent Fault Classification of 3D Printers Using Long Short-Term Memory
- KICS Winter (Accepted)

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

40% Progress
Last Week's Progress

Title 1
- Discussed with Prof Lee
- Add more contribution

Title 2
- Started gathering a new dataset

This Week Todo's

Title 1
- Work in contribution part

Title
- Continue gathering a dataset

Project Progress

3D Printer Monitoring

50% Progress
Last Week's Project

- Explored manuals for metal 3DP
- Discussed project flow with Adi

This Week's Project

- Continue with the manual 3DP
- Gather all ideas for connection with the metal 3DP

Monthly Goals

1. Learn more about machine learning and deep learning with Python
- Online tutorials
- Re-simulate what I learned

2. Journal
- ICT Express Paper (Pr)
- IEEE TIE (Pr)

3. Metal 3DP
- Finish monthly tasks

Annual Goals

1. Publish two or three conference papers (Domestic and International)
- KICS Winter ✓

2. Publish at least one International Journal (SCI/SCIE)
- ICT Express (working on progress)
- IEEE Transaction on Industrial Electronics (working on progress)