Papers

Judith Nkechinyere Njoku

=> Paper Writing <=

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

*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
(tentative title for JCCI)

Last Week's Progress

=> Paper Writing <=
*Paper 1: Continue paper writing
*Paper 5: Implemented three different mathematical models for Lithium-ion Battery and compared to dataset

This Week Todo's

=>Paper Writing<=

*Paper 1: Finalize paper
*Paper 5: Update simulation parameters and compare with real data, start writing short 2-pages paper.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1.Derived equations for Electrochemical, Thermal&#160; and Transport model
2.Combined equations for simulation in MATLAB
3.Studying MATLAB Simulink model for easier integration with UnrealEngine
4.Concurrently experimenting with the Equivalent circuit model

This Week's Project

1.Study Journal papers on battery digital twin
2.Study journal papers on mathematical models for Batteries
3.Update review paper
4.Complete Unreal Engine tasks.
5.Implement mathematical models for JCCI paper.
6.Develop and simulate Simulink models for battery
7.Compare with real data&#160;
8.Export C++ code

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