Report

Verana

January 24, 2022 - January 30, 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 (Winter Intensive)

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

Title 4: Intelligent Fault Classification of 3D Printers Using Long Short-Term Memory
- KICS Winter (Submitted)

50% Progress
Last Week's Progress

Title 2
- Paper writing
- Methodology

Title 4
- Submitted to KICS Winter

This Week Todo's

Title 1
- Submit to my seniors for comment and suggestions

Title 2
- Paper writing (Methodology)
- Simulation

Project Progress

3D Printing Monitoring

50% Progress
Last Week's Project

- Team meeting
- Moved to Conception for implementation
- Paper report

This Week's Project

- ML/DL embedded in Jetson
- Paper report

Monthly Goals

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

3. Domestic and International Conference
- KICS Winter

2. Journal
- ICT Express Paper (TBS)
- 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 (S)

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