Report

Verana

December 20, 2021 - December 26, 2021

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)

90% Progress
Last Week's Progress

Title 1:
- Finalizing paper

Title 2:
- Paper writing

Title 3:
- Paper surveyed

This Week Todo's

Title 2:
- Paper writing
- Survey related works
- Brainstorming

Project Progress

3D Printing Monitoring

50% Progress
Last Week's Project

- Team Meeting
- Installing Jetson
- Familiarizing with Jetson

This Week's Project

- Team Meeting
- Work on Jetson
- RPi and ML/DL

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 (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)