Report

Verana

April 18, 2022 - April 24, 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: 3D Printer Anomaly Detection and Prediction: A Survey (tentative)
- Target: --

45% Progress
Last Week's Progress

Title 1
- Worked with the contribution
- Surveyed more papers

Title 2
- Discussed the paper with Prof Lee

This Week Todo's

Title 2
- Continue working with the dataset
- Paper writing
- Wait for the company dataset

Project Progress

3D Printing Monitoring

50% Progress
Last Week's Project

- Visited site for metal 3DP
- Team meeting
- Studied laser path generalization algorithm

This Week's Project

- Team meeting
- Search multiple laser path generation algorithm

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)