Report

Verana

November 14, 2022 - November 20, 2022

Papers

Title 1: Intelligent Fault Classification of 3D Printers Using Long Short-Term Memory
- KICS Winter (Accepted)

Title 2: Machine Learning and Deep Learning Approaches for Intrusion Detection in Internet of Things: A Survey
- With Gab and Adi

Title 3: Edge Device Anomaly Detection of 3D Printers using Bidirectional LSTM
- KICS Summer

Title 4: A Survey on Artificial Intelligence Approaches for 3D Printing Anomaly Detection
- Target: IEEE Transaction on Industrial Electronics (Summer Intensive)

Title 5: Anomaly Detection in 3D Printing using Edge AI
- Thesis

Title 6: 3D Printing Monitoring and Anomaly Detection using Deep Learning
- KICS Fall 2022

80% Progress
Last Week's Progress

Title 5
- Worked with suggestions/comments from my seniors
- Simulation

Title 6
- Designed poster for KICS Fall Conference

This Week Todo's

Title 5
- Continue working with suggestions/comments from my seniors
- Enhance the performance of the proposed system
- Book and journal writing

Project Progress

3D Printer Monitoring

50% Progress
Last Week's Project

- Simulate dataset
- Validate the performance of our system

This Week's Project

- Await for the new task

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. Learn about digital twins for my journal
- Online tutorials
- Journals
- apply what I learned to my thesis or journal

2. Journal
- IEEE TIE (Thesis Journal)
- Survey Paper

Annual Goals

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

2. Publish at least one International Journal (SCI/SCIE)
- IEEE TIE (Thesis Journal)
- Survey Paper