Report

Verana

March 29, 2021 - April 4, 2021

Papers

General topics:
1. Deep learning-based fault detection
2. Deep learning-based fault prediction

Paper titles:
Title 1: Deep learning-based fault detection
Title 2: Deep learning-based fault prediction

30% Progress
Last Week's Progress

Literature Review:
- Fault Diagnosis of Delta 3D Printers Using Transfer Support Vector Machine with Attitude Signals
- Intelligent Fault Diagnosis of Delta 3D Printers Using Local Support Vector Machine by a Cheap Attitude Multi-sensor
- Dataset for Anomalies Detection in 3D Printing


Paper writing:
- Finished my 4 pages conference paper
- Prepared paper presentation

This Week Todo's

Journal reading:
1. Research about papers related to fault prediction

Implementation:
1. Search machine learning-based prediction methods

Project Progress

3D Monitoring Project

30% Progress
Last Week's Project

- Familiarizing LabView
- Search and review related papers

This Week's Project

- Continue Learning LabView
- Search for LabView integration in Python
- Search for 3D printer fault prediction methods

Monthly Goals

- Continue to improve my writing skills for the conference and journal paper
- learn more about machine learning and deep learning with Python
- Search for a topic for my journal paper

Annual Goals

- Publish two or three conference paper (Domestic and International)
- Publish at least one international journal