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

Last Week's Progress

Title 2
- Labeled dataset
- Simulate and compared with other models

Title 4
- Submitted presentation

This Week Todo's

Title 1
- Add more explanation with figures
- Receive comments and suggestions

Title 2
- Continue simulating
- Paper writing

Project Progress

3D Printer Monitoring System

Last Week's Project

- Simulate dataset
- Implementation and embedding ML/DL for Jetson

This Week's Project

- ML/DL embedded in Jetson
- Await for the new task

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 Winter ✓

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