Papers

Robin Matthew G. Medina

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

Title 2: Optimized Lightweight LSTM model for SOC Estimation on the Edge
Target: KICS Winter 2022 (Accepted)

Title 3: Working on a new Title based on New Research Area

Last Week's Progress

- Presented Seminar

This Week Todo's

- Study more about implementing hardware for Digital Twin
- Find something to implement Digital Twin aside from Battery

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Create and experiment with different mathematical models for Lithium Manganese
- Studied papers about Mathematical Models
- Studied more about assigned batteries if feasible for the project

This Week's Project

- Create a workflow for processing Machine Learning Prediction on Unreal Engine
- Survey more about different machine learning and model implemented for predicting parameters in battery

Monthly Goals

1. Continuation of Study for Python
- Online tutorials and Courses
- 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. Develop a 3D Model and Digital Twin for Unreal Engine this month

4. Formulate a problem and a research area for a paper to start

Annual Goals

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

2. Publish at least one International Conference

3. Publish at least one 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