Report

Verana

March 28, 2022 - April 3, 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
- Gathers results

Title 2
- Picked up new 3DP
- Tested the 3DP

This Week Todo's

Title 1
- Add explanation in section IV
- Ready for submission with my seniors

Title 2
- Test the new 3DP
- Collect data
- Add more cameras

Project Progress

3D Printer Monitoring

50% Progress
Last Week's Project

- Discussed the project goals with Adi
- Team meeting
- Study about metal 3DP for connection/control

This Week's Project

- Team meeting
- Understanding the metal 3DP manuals
- Discuss with Adi regarding the other tasks

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)