Experience
Data Analytics Engineer; Horizon Energy Group Ltd., New Zealand; 2021 – 2021
Callaghan Innovation R&D Fellow; Genesis Energy Ltd., New Zealand; 2018 – 2021
Researcher; Manukau Institute of Technology, New Zealand; 2019 – 2020
Lecturer; Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Pakistan; 2013 – 2017
Student Assistant; RWTH Aachen University, Germany; 2011 – 2013
Assistant Divisional Engineer; Pakistan Telecommunication Company Ltd., Pakistan; 2009 – 2010
Teaching Experience/Courses Taught
- AI Applications for Smart Grid
- Power Distribution and Utilization
- Power Electronics
- Power System Operation and Control
- Linear Circuit Analysis
- Electronic Devices and Circuits
- Computer Architecture
Research Publications
Journal Articles
- A.U. Rehman, T.T. Lie, B. Vallès and S.R. Tito, “Event-Detection Algorithms for Low Sampling Nonintrusive Load Monitoring Systems Based on Low Complexity Statistical Features,” in IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 3, pp. 751-759, March 2020.
- A.U. Rehman, T.T. Lie, B. Vallès, and S.R. Tito, “Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning Techniques,” Inventions, vol. 5, no. 4, p. 57, 2020.
- A.U. Rehman, T.T. Lie, B. Vallès, and S.R. Tito, “Non-Invasive Load-Shed Authentication Model for Demand Response Applications Assisted by Event-Based Non-Intrusive Load Monitoring,” Energy and AI, vol. 3, p. 100055, 2021.
- A.U. Rehman, T.T. Lie, B. Vallès and S.R. Tito, “Comparative Evaluation of Machine Learning Models and Input Feature Space for Non-Intrusive Load Monitoring,” in Journal of Modern Power Systems and Clean Energy, doi: 10.35833/MPCE.2020.000741.
Conference Papers
- A.U. Rehman, T.T. Lie, B. Vallès and S.R. Tito, “Low Complexity Event Detection Algorithm for Non-Intrusive Load Monitoring Systems,” 2018 IEEE Innovative Smart Grid Technologies – Asia (ISGT Asia), 2018, pp. 746-751.
- A.U. Rehman, T.T. Lie, B. Vallès and S.R. Tito, “Low Complexity Non-Intrusive Load Disaggregation of Air Conditioning Unit and Electric Vehicle Charging,” 2019 IEEE Innovative Smart Grid Technologies – Asia (ISGT Asia), 2019, pp. 2607-2612.
- A.U. Rehman et al., “Applications of Non-Intrusive Load Monitoring Towards Smart and Sustainable Power Grids: A System Perspective,” 2019 29th Australasian Universities Power Engineering Conference (AUPEC), 2019, pp. 1-6.
- A.U. Rehman, S.R. Tito, D. Ahmed, P. Nieuwoudt, T.T. Lie and B. Vallès, “An Artificial Intelligence-Driven Smart Home Towards Energy Efficiency: An Overview and Conceptual Model,” 2020 FORTEI-International Conference on Electrical Engineering (FORTEI-ICEE), 2020, pp. 47-52.
- A.U. Rehman et al., “Non-Intrusive Load Monitoring: A Computationally Efficient Hybrid Event Detection Algorithm,” 2020 IEEE International Conference on Power and Energy (PECon), 2020, pp. 304-308.
- I. Anwar, M. O. Mohsin, S. Iqbal, Z. U. Abideen, A.U. Rehman and N. Ahmed, “Design and fabrication of an underwater remotely operated vehicle (Single thruster configuration),” 2016 13th International
