LEARNING FROM HISTORICAL DATA TO PREDICT ELECTRIC VEHICLE TAXI CONSUMPTION AND CHARGING TIME | IEEE Conference Publication | IEEE Xplore

LEARNING FROM HISTORICAL DATA TO PREDICT ELECTRIC VEHICLE TAXI CONSUMPTION AND CHARGING TIME


Abstract:

Electric taxi fleet simulation calls for a lot of uneasily accessible data. We learned from historical data in order to predict electric vehicle consumption and charging ...Show More

Abstract:

Electric taxi fleet simulation calls for a lot of uneasily accessible data. We learned from historical data in order to predict electric vehicle consumption and charging time. Although simulation was the main goal, the developed models will be used by the dispatching team of the company. Moreover, the data analysis process allowed us to discover flaws in the infrastructure (e.g., defective stations and defective batteries).
Date of Conference: 09-12 December 2018
Date Added to IEEE Xplore: 03 February 2019
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Conference Location: Gothenburg, Sweden

References

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