Papers

Name: Njoku, Judith Nkechinyere (20225053)


Date: 2023.05.13

Paper 1: Leveraging Digital Twin Technology for Battery Management: A Case Study review
Status: Submitted to Engineering Applications of AI

Paper 2: Predicting Battery States using Explainable Data-driven Digital Twins
Target: IEEE Access (Resubmitted)
Paper 3: Metaverse and Digital Twin Assisted Battery Management System.
Target: IEEE Magazine on Ind Electronics
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 (Major revision).
Paper 6: Implementing Cryptography and Blockchain in Battery Management for Securing Digital Twin Data.
Target: IEEE Magazine on Industrial Electronics
Paper 7: SHAP-based Explainable Model-in-the-Loop for Digital Twins In Battery Management Systems.
Target: JCCI 2024 (Completed).
Paper 8: LLMS for Enhancing Battery Digital Twins
Target: IEEE IoT Letters (Submitted).
Paper 9: TwinMil: Semantic Segmentation-based Digital Twin Framework for Military Surveillance
Target: ICMIC 2024 (Submitted).
Paper 10: Towards Trustworthy Battery Management: A Digital Twin Approach Leveraging XAI and Blockchain.
Target: IEEESmartGridComm
Paper 11: BAT-GPT: Large Language Models for Interactive Digital Twin-based BMS
Target: KICS Summer 2024 (Submitted)

Last Week's Progress

Paper 1: Paper with Editor
Paper 2: Completed paper revision and submitted.
Paper 3: Paper submitted to magazine
Paper 4: Paper completed - Awaiting call for papers
Paper 5: Working on major revision comments
Paper 6: To be submitted to Industrial electronics Magazine
Paper 7: Completed
Paper 8: Submitted - Under review.
Paper 9: Completed paper and submitted
Paper 10: Completed paper and submitted
Paper 11: Completed paper and submitted

This Week Todo's

Paper 1: No plans.
Paper 2: No plans. Awaiting feedback.
Paper 3: No plans
Paper 4: No plans
Paper 5:Revise and resubmit
Paper 6: No plans
Paper 7: Completed
Paper 8: No plans - Under review
Paper 9: No plans - Under review
Paper 10: No plans - Under review
Paper 11: No plans - Under review

Project Progress

AI for Service Drive

Last Week's Project

1. The project is on hold until update is received from MetaMonkey AI
2. Received major revision from Journal of Retailing and Consumer Services (Evaluating Explainable Regression Techniques for Service Advisor Performance Analysis in Automotive Dealerships.)

This Week's Project

3. Project is on hold until update is received from MetaMonkey AI
4. Complete the paper revision and resubmit.

Monthly Goals

1. Complete and submit all outstanding papers.
2. Start studying Blender/Unity with AI.
3. Submit ICMIC paper - Done
4. Submit IEEE Access revision - Done

Annual Goals

1. Master Digital Twin development tools.
2. Complete at least Three Journal Papers.
3. Attend at least three Domestic Conference - JCCI 2024.
4. Attend at least two International Conferences.
5. Build a 3D based Digital twin for Battery systems.
6. Study Blockchain-AI integration.


2024 Goals Achieved
Domestic Conference
1. JCCI 2024

2023 Goals Achieved
Domestic Conference
1. JCCI 2023
2. KICS Summer 2023
3. 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)