Feasibility Study: Range Extension & Improved Efficiency / 2021
Vision-Based Vehicle Control for Optimal eHGV Regen Braking on Varied Road Gradients
CREATION LABS AI LTD
Hypermile is developing the world's first end-to-end AI-powered ADAS for eHGV to extend range by up to 30%. Current electric trucks only have a range ~300km and can carry ~1/3 of its diesel counterparts. Our innovation aims to address the issues by improving the driving behaviours as there is a 35% energy usage gap between worst and best drivers. This is particularly important for eHGV, frequently accentuated by choices around regenerative braking. Project aims to identify energy efficiency gains, using computer vision, for eHGVs driving on roads with gradients, comparing performance of the system to an average driver.