FORECASTING STATE OF BATTERY OF ELECTRIC VEHICLES FOR ASSESSMENT OF VIABILITY FOR CAR SHARING
Journal Title: Молодий вчений - Year 2017, Vol 5, Issue 45
Abstract
Car-sharing companies are introducing electric vehicles into their fleet. At this point shared electric vehicles systems are failing to reach satisfactory commercial viability. A potential reason for this is the effect of higher vehicle usage, which is characteristic of car sharing, and the implications on the battery’s state of health (SoH). In this paper, we forecast the SoH of two identical EVs being used in different car-sharing practices. For this purpose, we use real life transaction data from charging stations and different electric vehicles sensors. The results indicate that insight into users’ driving and charging behavior can provide a valuable point of reference for car-sharing system designers. In particular, the forecasting results show that the moment when the battery of an electric vehicle reaches its theoretical end of life can differ in as much as a quarter of the time when vehicles are shared under different conditions.
Authors and Affiliations
V. I. Vetsko, L. F. Gulianitskii
Keywords
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