An Experimental Comparison of Physics-based and Machine-Learning-based Electric Vehicle Energy Consumption Estimation Methods

Author:

Shen Heran,Zhou Xingyu,Yu Anthony,Lamantia Maxavier,Chen Pingen,Wang Junmin

Funder

U.S. Department of Energy

Publisher

Elsevier BV

Subject

General Medicine

Reference23 articles.

1. On short-term traffic flow forecasting and its reliability;Abouaïssa;IFAC-PapersOnLine,2016

2. Artificial neural network for predictions of vehicle drivable range and period;Chen,2012

3. Nonlinear Model Predictive Control of Integrated Diesel Engine and Selective Catalytic Reduction System for Simultaneous Fuel Economy Improvement and Emissions Reduction;Chen;ASME Transactions Journal of Dynamic Systems, Measurement and Control,2015

4. What drives range preferences in electric vehicle users?;Franke;Transp Policy (Oxf),2013

5. IEA, 2022. Global EV Outlook 2022. Paris.

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