Name: Njoku, Judith Nkechinyere (20225053)
Date: 2025.02.24
Paper 1: A Comparative Study of Electrochemical Models for Battery Digital Twins in BMS Applications
Target:Journal of Energy storage (Rejected)
Paper 2: HyBaTwin: Web-based Explainable Hybrid Digital Twin Platform for Electric Vehicle Battery Capacity Estimation
Target: JKICS Journal (Accepted - Revisions submitted)
Paper 3: LLMS for Enhancing Battery Digital Twins
Target: Improve paper and submit to IEEE Systems Journal
Paper 4: Evaluating Wireless Communication Protocols for EV Digital Twin Battery Data Exchange
Target - ICUFN
Paper 5: ThermoNeXt: A ConvNeXt-Based Framework for Thermal Anomaly Detection in Electric Vehicle Battery Systems
Target - Wiley Internet Technology Letters
Paper 6: Thermal Runaway Management in Batteries using Physics Based Approaches
Target: IEEE Systems Journal- Finalize and Submit for Intensive
Paper 7: Explainable Autoencoder-Based Wireless Communication System for Battery Digital Twins
Target: ICTC 2025
Paper 8: The Internet of Digital Twins (IoDT): A Proposition for Seamless Connectivity in Intelligent Systems
Target: Undecided
Paper 9: BatteryMetrix: A Digital Twin Platform for Predictive, Explainable and Secure Battery Management Systems
Target: Doctoral Thesis - Writing Chapter 2
Paper 10:Smart Bridges: A Digital Twin Approach
Target: ICUFN
Paper 11:b-NFDT: A Reliable Non-Fungible Digital Twin Framework for Battery Management Systems
Target: JCCI
Paper 12: Towards Trustworthy Battery Management: A Digital Twin Approach Leveraging XAI and Blockchain.
Target: ICAIIC (Completed)
Paper 13: TwinLink6G: An Explainable Autoencoder Framework for Digital Twins in 6G O-RAN
Target: KICS Winter (Completed)
No progress, attended ICAIIC Conference
Paper 1 :A Comparative Study of Electrochemical Models for Battery Digital Twins in BMS Applications
Status: Resubmit to IEEE Trans. on Energy Conversion .
Paper 4: Evaluating Wireless Communication Protocols for EV Digital Twin Battery Data Exchange
Status: Submit to ICUFN
Paper 6: Thermal Runaway Management in Batteries using Physics Based Approaches
Plan: Finalize results discussion
Paper 9: BatteryMetrix: A Digital Twin Platform for Predictive, Explainable and Secure Battery Management Systems
Status: THESIS - Research baseline studies and datasets
Paper 10: Smart Bridges: A Digital Twin Approach
Status: Write paper
Paper 11: b-NFDT: A Reliable Non-Fungible Digital Twin Framework for Battery Management Systems
Status: Write and finalize paper
Digital Twin for Bridge - PHASE 1
OVERALL STATUS
- Samcheonpo bridge modeling model completed
- Samho bridge modeling model completed
- Miru Bridge modeling completed
- Cheongdam bridge modeling completed
- WebGL Digital Twin completed
- Unreal Engine Digital Twin ompleted
Writing project paper
Writing new proposal with Angelo and Prof Jaewoo Kim
Writing project paper
Writing new proposal with Angelo and Prof Jaewoo Kim
1. Complete Thesis Chapter 2.
2. Complete and submit 3 Journal papers - paper 1, paper 3, paper 6
1.Complete at least Three Journal Papers. - IEEE Access
2.Attend at least three Domestic Conference -KICS Winter 2025
3.Attend at least two International Conferences - ICAIIC 2025
4.Build a 3D based Digital twin application for Battery systems
2024 Goals Achieved
Domestic Conference
1.JCCI 2024
2.KICS Summer 2024
3.KICS Fall 2024
International Journal
1.Journal of Retailing and Consumer Services (Vol 80, September 2024)
2. IEEE Access (Vol 12, 83480-83501)
International Conference
1.ICMIC 2024
2.ICTC 2024
2023 Goals Achieved
Domestic Conference
4.JCCI 2023
5.KICS Summer 2023
6.KICS Fall 2023
International Conference
3.ICUFN 2023
4.ICMIC 2023
5.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