Dr. Khuong Nguyen-Vinh
Lecturer, Electronic & Computer Systems Engineering @ RMIT University Vietnam
📧 khuong.nguyenvinh@rmit.edu.vn
About Dr. Khuong Nguyen-Vinh
Professional Summary: Dr. Khuong Nguyen-Vinh is a distinguished researcher and lecturer specializing in the intersection of Power Electronics and Artificial Intelligence. His current work focuses on advanced MPPT control algorithms and fault detection systems for renewable energy applications.
Operating from the School of Science, Engineering & Technology at RMIT University Vietnam, Dr. Khuong integrates academic rigor with practical engineering challenges. He leads research initiatives in Solar Panel Fault Detection using AI, optimal design of DC-DC/DC-AC converters, and Industry 4.0 applications in energy management.
Beyond research, he is dedicated to engineering education, supervising research-based degrees in areas such as Wavelet Neural Networks for Power Signals and Intersectionality in AI applications.
Key Research Areas (2025 Focus)
🤖 AI & Neural Networks in Energy
Development of Mod Tanh‐Activated Physical Neural Network (MAPNN) for MPPT control. Researching AI applications for automatic fault detection in solar panel fabrication.
⚡ Power Electronics & Hardware
Advanced PCB Design and Fabrication. Optimization of DC-DC Converters and DC-AC Inverters for renewable energy integration and energy harvesting technologies.
[Image of advanced power electronics PCB layout]♻️ Sustainable Tech & Industry 4.0
Research on Battery Refurbishment Technologies and sustainable energy system installation (Wind/Solar). Application of Explainable AI in urban traffic modeling.
[Image of sustainable energy cycle diagram]Selected Recent Publications (2024-2025)
High-impact research contributions in Energy Science, IEEE conferences, and sustainability journals.
“Mod Tanh‐Activated Physical Neural Network MPPT Control Algorithm for Varying Irradiance Conditions”
Energy Science & Engineering, Vol. 13(6), pp. 2606-2619, June 2025.
★ Key Finding: Demonstrated 98.42% efficiency improvement with 4.54 dB reduction in THD.
“Battery Refurbishment Technologies in Industry 4.0: A Review”
2024 6th International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), Nov 2024.
“Modelling Traffic Conditions in Developing Urban Areas: A Combined Approach of Explainable Artificial Intelligence and Mobile Crowd-Sourcing”
Springer (WCEAM Proceedings), July 2024.
“Analysis of Current Trends in Photovoltaic Panels”
2024 7th International Conference on Green Technology and Sustainable Development (GTSD), July 2024.
Education
VSB – Technical University of Ostrava, Czech Republic
University of Arkansas, USA
Ho Chi Minh City University of Technology, Vietnam
Teaching Areas
- ▶ Electronic Materials (EEET2623)
- ▶ Engineering Design (EEET2602)
- ▶ Embedded Systems (EEET2505)
- ▶ Digital Fundamentals & Electronics
- ▶ Professional Engineering Practice
Connect with Dr. Khuong Nguyen-Vinh
ORCID: 0000-0002-1738-5109 | ResearcherID: AGG-9366-2022