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

Last Week's Progress

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

Title 2: (a) Implementation on Unreal Engine

Title 3: (a) Read: Malicious Node Detection Using Machine Learning and Distributed Data Storage Using Blockchain in WSNs

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

This Week Todo's

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

Title 2: (a) Abstract and Introduction
(b) Development of Results gathering and training of ML model

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



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 input of data in Unreal Engine
2. Train simple TensorFlow calculations in UE

This Week's Project

1. Convert Python Code of GRU-RNN model to UE-capable executable code
2. Manual input of data (V / I / T) for SOC prediction

Monthly Goals

1. Review Paper on EDAS for NSL Works - Done
2. Finish KICS paper
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)