Md Rumman Rafi specializes in the intersection of power systems and power electronics, with a strong focus on advancing next-generation DC technologies. As a Ph.D. researcher at The University of Alabama (UA), he investigates the potential of high-voltage AC and DC (HVAC/HVDC) systems, integrating electromagnetic transient (EMT) simulations in MATLAB/Simulink with hardware-in-the-loop experimentation to bridge theory and practice.
During his doctoral studies, he pioneered research into the interactions across nano-, medium-, and high-scale voltage and power levels in AC and DC systems, contributing novel insights into grid integration and control. His work has been published in high-impact journals, reflecting the significance of these contributions.
His technical expertise includes MATLAB/Simulink, dSPACE DS1103, OPAL-RT OP8660, Python, inverter-based resources, experimental twins, DC-DC converters, DC microgrids, DC grid-following and grid-forming control, energy management systems, multi-sensor fusion, and artificial intelligence (AI). He is deeply committed to merging scientific theory with practical engineering applications to deliver scalable, innovative, and impactful solutions for modern interdisciplinary challenges.
In addition to his research, Mr. Rafi has over eight years of teaching and mentoring experience in Electrical and Computer Engineering. At UA, he has served as a Graduate Teaching Assistant (GTA), supervising undergraduate laboratories in microcomputers and digital logic, where he consistently received excellent student feedback.
Before joining UA, he held academic appointments in Bangladesh. In May 2019, he was appointed as a Lecturer in the Department of Electrical and Electronic Engineering at Fareast International University, Dhaka, where he taught and mentored both undergraduate and graduate students in electrical circuits and power electronics. Earlier, in January 2018, he served as a Teaching Assistant in the Department of Electrical and Electronic Engineering at the Islamic University of Technology, Dhaka, where he managed undergraduate laboratories in microwave and radio frequency systems.
๐ Ph.D. Electrical Engineering, The University of Alabama, Tuscaloosa, AL, 2026
๐ M.S. Computer Science, Southern University and A&M College, Baton Rouge, LA, 2021
๐ B.S. Electrical and Electronic Engineering, Islamic University of Technology, Bangladesh, 2017
Power Systems
Power Electronics
Experimental Twins
High Voltage DC (HVDC)
Energy Management Systems
Artificial Intelligence (AI)
๐ข News:
2025
๐ On August 14, 2025, Mr. Rafiโs second journal article, titled โBuilding Experimental Twins Between Low and High Voltage Inverters Based on a Novel Per-Unit and Time-Angular Domain Conversion Technique,โ was accepted for publication in IEEE Transactions on Power Electronics (SJR: Q1; Impact Factor: 6.5; CiteScore: 15.3), based on his doctoral research.
๐ Article
2024
๐ On May 24, 2024, the first journal article, titled โDeep Weighted Fusion Learning (DWFL)-Based Multi-Sensor Fusion Model for Accurate Building Occupancy Detection,โ was accepted for publication in Energy and AI (SJR: Q1; Impact Factor: 9.6; CiteScore: 16.5), based on his doctoral research.ย
๐ Article
2023
๐ On August 23, 2023, following the completion of his previous project, he joined the Renewable Energy Systems Laboratory (RESyL) as a Graduate Research Assistant on a U.S. Department of Energy (DOE)-funded project titled โTechno-Economic Analysis to Demonstrate Ways to Use Older EV Batteries, Extending Their Usable Life and Reducing Their Carbon Footprint While Lessening Demands on Power Grids.โย
๐ Renewable Energy Systems Laboratory (RESyL)
๐ Project
2022
๐ On August 16, 2022, he began serving as a Graduate Teaching Assistant in the Department of Electrical and Computer Engineering at The University of Alabama, where he led microcontroller and digital logic design labs using MPLAB and Quartus software, earning excellent student feedback.ย
2021
๐ On August 16, 2021 (Fall 2021), he began his Ph.D. in Electrical Engineering at The University of Alabama, Tuscaloosa, AL, as a Graduate Research Assistant in the Sensors, Signals, and Security (3S) Lab. His research project, funded by the U.S. Department of Energy (DOE), focuses on quantifying HVAC energy and power savings by utilizing innovative and reliable laboratory testing methodologies to sense building occupancy.ย
๐ Sensors, Signals, and Security (3S) Laboratory
๐ Project
๐ย On May 14, 2021, he earned his M.S. in Computer Science from Southern University and A&M College, Baton Rouge, LA, USA.ย
๐ On March 13, 2021, he received the Best Paper Presentation Award for his article โMachine Learning-Based Anomaly Detection in IoT Networksโ at the 95th Annual Conference of the Louisiana Academy of Sciences (LAS), held at Louisiana Tech University, Ruston, LA, USA. ย
๐ Article
2020
๐ On November 9, 2020, his article โYield Strength Prediction of High-Entropy Alloys Using Machine Learning,โ based on his M.S. research project, was accepted for publication in Materials Today Communications (Elsevier; SJR: Q2; Impact Factor: 3.662).ย
๐ Article
๐ On January 15, 2020 (Spring 2020), he began his M.S. in Computer Science at Southern University and A&M College, Baton Rouge, LA, as a Graduate Research Assistant in the High-Performance Computing (HPC) Lab. His research project, funded by the U.S. Department of Defense (DOD), focused on developing conventional machine learning-based simulations of novel high-entropy alloys to predict their properties, with validation through laboratory experiments.ย
๐ High-Performance Computing (HPC) Laboratory
๐ Project
2019
๐The article โPrior Generation of Transport Blocks to Expedite HARQ Retransmissions and Uplink Transmissions Improving Latency in LTE,โ based on his B.S. research project, was accepted for presentation at the IEEE 5th International Conference on Computer and Communications (ICCC), held on December 6โ9, 2019, in Chengdu, China.ย
๐ Article
2017
๐ย On November 15, 2017, he earned his B.S. in Electrical and Electronic Engineering from the Islamic University of Technology, Dhaka, Bangladesh.ย