Papers

Robin Matthew G. Medina

Title 1: Hate speech detection for the Metaverse using CNN
Target: KICS Fall 2022(Accepted)

Title 2: Digital-Twin-Based BMS for Autonomous Mobile Robot using Machine Learning
Target: Winter Intensive

Title 3: Optimized Lightweight LSTM model for SOC Estimation on the Edge
Target: KICS Winter 2022 (Submitted)

Last Week's Progress

- Studied papers about BMS for AMR's
- Created KICS Presentation
- Studied the existing mathematical model for BMS

This Week Todo's

- Research about the current problems AMR's have on BMS
- If a problem doesn't exist, study another BMS implementation on other device
- Continue studying and improving the mathematical model

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Finished Implementing the Basics as well as creating a game on unreal Engine
- Started doing the tasks given

This Week's Project

- Finish the tasks given and find another one to give to the team
- Find the implementation of Digital Twin for Unreal Engine

Monthly Goals

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

2. Learn about BMS and AI-enabled Digital Twin
- Online tutorials
- Journals
- Apply what I learned to my project and research

3. Conference Paper (Domestic) - Done

4. Finish Winter Intensive

Annual Goals

1. Publish conference papers (Domestic/International)
- KICS Winter - Accepted
- KICS Summer
- KICS Fall

2. Publish at least one International Journal (SCI/SCIE)

3. Study Digital Twin and its Implementation

4. Master Python Programming and Machine Learning

5. Master Unreal Engine 5

6. Study BMS