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Author

Assem Meghawer

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Conference Sep 2026

Development of a Physics-Informed Machine Learning Virtual Torque Sensor for Micromobility Electric Drives

As the global transition toward electric vehicles (EVs) accelerates, optimizing propulsion efficiency and energy management has become a critical priority for sustainable mobility. Precise torque estimation is fundamental to this optimization; however, traditional physical transducers are cost-prohibitive, mechanically...

Assem Meghawer, Martin Võip, Mahmoud Ibrahim et al. · 0 citations
#software testing Open access Oct 2026

A Scenario-Based Hardware-in-the-Loop Platform for Real-Time Road-Load Emulation on Production Micromobility Drives

Software-defined electric vehicles have reached micromobility, creating a growing need to evaluate how controller software shapes drive performance and energy use. This requires experimental platforms with quantified emulation fidelity and measurement performance. This paper presents a scenario-based hardware-in-the-lo...

Assem Meghawer, Martin Võip, Mahmoud Ibrahim et al. · 0 citations

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