Papers

Name: Njoku, Judith Nkechinyere (20225053)


Date: 2023.03.25

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 (Preparing for resubmission)
Paper 3: Metaverse and Digital Twin Assisted Battery Management System.
Target: IEEE Trans. Energy Conversion(Under review).
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: Decision Support Systems (Submitting).
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 (Submitted).
Paper 8: LLMS for Enhancing Battery Digital Twins
Target: IEEE IoT Letters

Last Week's Progress

Paper 1: Submitted to Eng. Applications of AI
Paper 2: Preparing revised paper version.
Paper 3: Under review with Journal.
Paper 4: Paper completed - Awaiting call for papers
Paper 5: Transferred to Decision support systems.
Paper 6: Finalizing.
Paper 7: Submitted.
Paper 8: Finalizing methodology

This Week Todo's

Paper 1: No plans.
Paper 2: Continue paper revision.
Paper 3: No plans
Paper 4: No plans - Submit to ICTC.
Paper 5: No plans.
Paper 6: Finalize results
Paper 7: No plans
Paper 8: Complete paper and submit

Project Progress

Activities for the AI for Service Drive
- App development - Ongoing


Activities for the Digital Twin for UAM project f
- Proposal writing - Completed

Last Week's Project

Activities for the AI for Service Drive - PHASE 1 for the Previous week

1. Completed Dashboard design of application
2. Oversee and coordinate members activities and tasks.

Activities for the Digital Twin for UAM project for the Previous week
3. Research UAMs
4. Write proposal

This Week's Project

Activities for the AI for Service Drive project - PHASE 1 for this week

1. Continue app development
2. Get direction for project from Professor
3. Co-ordinate project members tasks.


Activities for the Digital Twin for UAM project for this week
4. Commence exploration of Unity and Blender

Monthly Goals

1. Complete and submit all outstanding papers.
2. Start studying Blender/Unity with AI.

Annual Goals

1.Master Digital Twin development tools.
2.Complete at least Three Journal Papers.
3.Attend at least three Domestic Conference -
4.Attend at least two International Conferences.
5.Build a 3D based Digital twin for Battery systems.
6.Build a Web-based digital twin for battery systems.

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)

International Conference
1)ICTC 2022
2)APCC 2022