Report

Verana

May 16, 2022 - May 22, 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: Machine Learning and Deep Learning Approaches for Intrusion Detection in
Internet of Things: A Survey
- With Gab and Adi

Title 6: Anomaly Inspection in 3D Printer using deep learning-based
- KICS Summer

60% Progress
Last Week's Progress

Title 2
- Working with the dataset

Title 5
- Surveyed papers

Title 6
- Paper writing
- Simulate

This Week Todo's

Title 2
- Dataset collection
- Annotate collected data

Title 6
- Simulation
- Finish the paper and submit it to KICS Summer

Project Progress

3D Monitoring Project

50% Progress
Last Week's Project

- Solving the issue in MLPGA
- Translated the PDFs for the dataset

This Week's Project

- Working with the issue in MLPGA
- Submit the report to the company

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)

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/Dataset collection (working on progress)