As electric vehicles (EV) become more dominant for general traditional and autonomous transportation, more accurate range prediction and efficient route planning is necessary to improve adoption and better support EV owners. The EV Path Range Estimator (EVPRE) presented proposes to fill gaps in current route and path planners by providing energy optimal paths that consider real-time external factors and environmental conditions. EVPRE has effective range estimation which considers specific vehicle models and locations. This paper demonstrates development of vehicle models (validated in hardware), energy efficient route generation, and range prediction. Information is visualized through simple isochrones to quickly convey range information for specific situations and vehicle types.
Electric Vehicle Autonomy: Realtime Dynamic Route Planning and Range Estimation Software
2022-10-08
3106885 byte
Conference paper
Electronic Resource
English
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