Papers

Name: Njoku, Judith Nkechinyere (20225053)

Date: 2023.06.17

Paper 1: Leveraging Digital Twin Technology for Battery Management: A Case Study review
Target: Engineering Applications of AI (Under review)

Paper 2: Predicting Battery States using Explainable Data-driven Digital Twins
Target: IEEE Access (Accepted)
Paper 3: Metaverse and Digital Twin Assisted Battery Management System.
Target: IEEE Magazine on Ind Electronics (Awaiting Reviewer Assignment)
Paper 4: Web-based Explainable Hybrid Digital Twin Platform for Electric Vehicle Battery Capacity Estimation
Target: ICTC Conference
Paper 5: Evaluating Explainable Regression Techniques for Service Advisor Performance Analysis in Automotive Dealerships.
Target: Journal of Retailing and Consumer Services (Completed and Published).
Paper 6: Implementing Cryptography and Blockchain in Battery Management for Securing Digital Twin Data.
Target: IEEE Magazine on Industrial Electronics (Submitted)
Paper 7: SHAP-based Explainable Model-in-the-Loop for Digital Twins In Battery Management Systems.
Target: JCCI 2024 (Completed and Published).
Paper 8: LLMS for Enhancing Battery Digital Twins
Target: IEEE IoT Letters (Under review)
Paper 9: TwinMil: Semantic Segmentation-based Digital Twin Framework for Military Surveillance
Target: ICMIC 2024 (Accepted)
Paper 10: Towards Trustworthy Battery Management: A Digital Twin Approach Leveraging XAI and Blockchain.
Target: IEEESmartGridComm (Under review)
Paper 11: BAT-GPT: Large Language Models for Interactive Digital Twin-based BMS
Target: KICS Summer 2024 (Accepted)
Paper 12: Digital Twin for Autonomous vehicles
Target - Thesis

Last Week's Progress

Paper 1: Paper under review
Paper 2: Received paper acceptance, preparing final files.
Paper 3: Under review
Paper 4: Paper completed - Awaiting call for papers
Paper 5: Completed
Paper 6: Submitted to Industrial electronics Magazine
Paper 7: Completed
Paper 8: Submitted - Under review.
Paper 9: Accepted
Paper 10: Under review
Paper 11: Accepted
Paper 12: Study Blender 3d model development | Study Unity development with AI
| Study Modeling of vehicles

This Week Todo's

Paper 1: No plans.
Paper 2: Complete and submit final files.
Paper 3: No plans
Paper 4: No plans
Paper 5: Completed
Paper 6: Under review
Paper 7: Completed
Paper 8: No plans - Under review
Paper 9: Update paper and prepare camera ready copy
Paper 10: No plans - Under review
Paper 11: Prepare powerpoint and video
Paper 12: Study Blender 3d model development | Study Unity development with AI
| Study Modeling of vehicles

Project Progress

Activities for the AI for Service Drive

1.Received software access from Mr Augustine. I plan to consult with Professor about the continuity of this project.


Activities for the Digital Twin for Bridge
1. Working on 3D Model integration and physics modeling

Last Week's Project

Activities for the Digital Twin for Bridge - PHASE 1 for the Previous week

1.Progress meeting with Jonathan and Hope
2.Design plans for the project - including Background research, Use case study, System architecture design, 3D modeling, User interface design, 3D model integration, Programming, Data integration, Testing and debugging.
3.Conduct background research on digital twin for bridge
4. Study use cases

This Week's Project

Activities for the Digital Twin for Bridge - PHASE 1 for the this week

1.Continue conducting background research on digital twin for bridge
2. Study more use cases
3.Start working on 3D Model integration in Unity and Physics modeling

Monthly Goals

1.Complete study of Blender
2.Study Unity for 3D model integration.
3.Study Unity for AI

Annual Goals

1.Master Digital Twin development tools.
2.Complete at least Three Journal Papers.
3.Attend at least three Domestic Conference - JCCI2024
4.Attend at least two International Conferences.
5.Build a 3D based Digital twin application for autonomous vehicles.


Goals Achieved

2024 Goals Achieved
Domestic Conference
1.JCCI 2024

International Journal
1.Journal of Retailing and Consumer Services (Vol 80, September 2024)
2. IEEE Access

2023 Goals Achieved
Domestic Conference
2.JCCI 2023
3.KICS Summer 2023
4.KICS Fall 2023

International Conference
1.ICUFN 2023
2.ICMIC 2023
3.ICTC 2023

International Journal
1.MDPI Electronics Journal (Volume 12, Issue 24, December 2023)

2022 Goals Achieved
Domestic Conference
1.KICS Winter 2022
2.KICS Summer 2022
3.KICS Fall 2022

International Journal
1.IET Intelligent Transportation Systems Journal (Volume 17, Issue 1, January 2023)

International Conference
1)ICTC 2022
2)APCC 2022