Papers

Title 1: Smart Net-Metering Prediction Utilizing Attention-Based Long Short-Term Memory
Target: IEEE Journal on Smart Grid / Status: Processing

Title 2: Machine Learning-based Digital Twin of a Battery Management System in Unreal Engine
Target: KICS Summer 2023 / Status: Processing (co-work with Judith and Robin)

Title 3: Survey on Enhanced Faulty Node Detection on Distributed Networks with Blockchain
Target: IEEE (Research Thesis) / Status: Surveying Papers

Last Week's Progress

Title 1: (a) Continue Results Implementation and Integration to Paper

Title 2: (a) Conversion of developed model to ONNX Model
(b) Integration of ONNX Model to Unreal Engine

Title 3: (a) Survey Papers


Mentoring session with Mentor
=======================
- Review of Seminar Presentation
- Discussion on Title 1

This Week Todo's

Title 1: (a) Continue Results Implementation and Integration to Paper

Title 2: (a) Input SOC result of model into UE
(b) Data input into UE Blueprints

Title 3: (a) Survey Papers


Mentoring session with Mentor
=======================
- Mentoring on Research Paper
- Preparation for KICS Conference Paper

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1. Implement AI Model and save weights
2. Convert AI Model to ONNX
3. Survey Papers

This Week's Project

1. Unreal Engine Implementation of ML Technique (ONNX / PyTorch)
2. Downgrade UE from 5 to 4
3. Input SOC result of model into UE
4. Data input into UE Blueprints

Monthly Goals

1. Review Paper on EDAS for NSL Works
2. Finish Implementation Title 1
3. Continue Digital Twin Implementation

Annual Goals

1. To attend at least 3 conferences (1 International, 2 domestic)
2. To submit at least 4 articles (0/4)
3. To publish at least 2 articles (0/2)