Papers

Name: Njoku, Judith Nkechinyere (20225053)


Date: 2023.04.01

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 re-submission)
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: Journal of Retailing and Consumer Services (Under review).
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 (Submitted).

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 “Journal of Retailing and Consumer Services“.
Paper 6: Finalizing.
Paper 7: Submitted.
Paper 8: Submitted - Under review.

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: No plans

Project Progress

Activities for the AI for Service Drive
- App development

Activities for the Digital Twin for UAM project
- Preliminary research

Last Week's Project

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

1. Continue UI design of application
2. Oversee and coordinate members activities and tasks.
3. Held meeting with Meta-monkey AI Company for project direction.

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.

Monthly Goals

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

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.