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 (Virtual Power Plant/Energy Storage System) with Blockchain/Federated Learning

Last Week's Progress

Title 2: KICS Summer 2023
- Manuscript writing
- Results plotting

Title 3: Look for papers on - Virtual Power Plant Fault Detection - Blockchain

This Week Todo's

Title 2: KICS Summer 2023
- Final checking

Title 3: On-going study of Federated Learning

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1. Finish KICS Paper
2. Continue translation of ML-code to UE-code.
3. Set-up of Checkpoints for Faster UE Response

This Week's Project

1. Enhance hyperparameter results
2. Finalize checkpoint calling in UE

Monthly Goals

1. Finish KICS paper
2. Continue Digital Twin Implementation

Annual Goals

1. To attend at least 3 conferences
2. To submit at least 4 articles
3. To publish at least 2 articles
4. Finalize Thesis Topic