Report

Verana

May 30, 2022 - June 5, 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 (Submitted)

50% Progress
Last Week's Progress

Title 2
- Worked with the dataset
- Paper writing

Title 6
- Submitted to KICS

This Week Todo's

Title 1
- Resimulate
- Paper writing

Title 2
- Dataset collection
- Paper writing

Project Progress

3DP Project

50% Progress
Last Week's Project

- Discussed with Bek
- Solved issue with the project

This Week's Project

- Work with suggestions from Bek
- Continue studying with the data
- Work with data annotation for the next project

Monthly Goals

1. Learn more about machine learning and deep learning with Python
- Online tutorials
- Re-simulate what I learned
- Apply what I learned to my research

2. Journal
- ICT Express Paper (Pr)
- IEEE TIE (Pr)
- Survey Paper (Pr)

Annual Goals

1. Publish two or three conference papers (Domestic and International)
- KICS Winter ✓
- KICS Summer (Submitted)

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)