Improving Electricity Consumption Estimation for Electric Vehicles Based on Sparse GPS Observations

Improving Electricity Consumption Estimation for Electric Vehicles Based on Sparse GPS Observations

Improving the estimation accuracy for the energy consumption of electric vehicles (EVs) would greatly contribute to alleviating the range anxiety of drivers and serve as a critical basis for the planning, operation, and management of charging infrastructures. To address the challenges in energy cons...

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Bibliographic Details
Main Authors: Jiangbo Wang, Kai Liu, Toshiyuki Yamamoto
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Energies
Subjects:
electricity consumption
electric vehicle (EV)
sparse Global Positioning System (GPS) observations
linear regression model
multilevel model
Online Access:http://www.mdpi.com/1996-1073/10/1/129

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