Report

Verana

May 2, 2022 - May 8, 2022

Papers

Title 1: Multimodal 3D printer fault classification using Bi-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: 3D Printer Anomaly Detection and Prediction: A Survey (tentative)
- Target: --

Title 5: Anomaly Detection in 3DP using deep learning-based
- KICS Summe

50% Progress
Last Week's Progress

Title 1
- Worked with paper and contribution

Title 2
- Discussed with the company dataset

This Week Todo's

Title 1
- Finish all the additional contribution
- Discuss with Prof Lee

Title 5
- Start writing
- Simulate

Project Progress

3D Printing Monitoring

50% Progress
Last Week's Project

- Team meeting
- Worked with the laser path
- Discussed with the new project

This Week's Project

- Discuss the laser path
- Implement laser path
- Submit a report to the conception

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 ✓
- KICS Summer (working on progress)

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