Papers

Judith Nkechinyere Njoku

*Paper 1: Review of Digital Twin Models for Battery management Systems (Finalizing)

*Paper 2: Model Pruning and Optimization for Proactive Abusive Behaviour Detection in the Metaverse (Pending)

*Paper 3: Multi-Feature Fusion for Speech Dependent Automatic Speaker Identification in Autonomous Vehicles (Rejected with permission to resubmit)

*Paper 4: Building a Metaverse for Transportation Systems: A Brief Review (under review with ICUFN)
*Paper 5: Model comparison and selection for NMC battery digital twin development using PyBaMM
(Finalizing for JCCI)

Last Week's Progress

*Paper 1: Continue paper writing.
*Paper 5: Implemented three different mathematical models for Lithium-ion Battery and compared to dataset, Updated simulation parameters, Wrote paper introduction and parts of methodology.

This Week Todo's

*Paper 1: Finalize paper.
*Paper 5: Complete paper and submit.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Successfully simulated three different mathematical/electrochemical models with thermal effect: SPM, SPMe and DFN.
2.Compared models to data and SPMe with thermal effects is the best model so far.

This Week's Project

1.Implement battery model in MATLAB or Unreal Engine.
2.Research on how to communicate between MATLAB and Unreal Engine.
3.Research how to visualize data in Unreal Engine.
4.Read book chapter for Digital Twin development.
5.Set up 3dMax for 3D modeling.
6.Select Physical battery design.

Monthly Goals

1.Complete survey paper
2.Complete one domestic conference paper
3.Complete course on “Introduction to Battery Management Systems”.
4.Study at least 70% of Unreal Engine course

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 Digital twin for Battery systems
6.Build an ensemble Model for virtual assistants in the Metaverse

>2022 Goals Achieved<

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

International Conference
2.ICTC 2022
3.APCC 2022

Domestic Conference
4.KICS Winter 2022
5.KICS Summer 2022
6.KICS Fall 2022