Report

Pbcustodio

May 1, 2023 - May 7, 2023

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

40% Progress
Last Week's Progress

Title 1: Continue Results Implementation and Integration to Paper

Title 2: Abstract and Introduction
Development of Results gathering and training of ML model

Title 3: Read: Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT



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

This Week Todo's

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

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

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

60% Progress
Last Week's Project

1. System Model
2. Results and Discussion (KICS Paper)
3. Set-up of Checkpoints for Faster UE Response

This 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

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