Optimizing and Diversifying Electric Vehicle Driving Range for U.S. Drivers

Optimizing and Diversifying Electric Vehicle Driving Range for U.S. Drivers
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Total Pages: 16
Release: 2014
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Properly determining the driving range is critical for accurately predicting the sales and social benefits of battery electric vehicles (BEVs). This study proposes a framework for optimizing the driving range by minimizing the sum of battery price, electricity cost, and range limitation cost referred to as the "range-related cost" as a measurement of range anxiety. The objective function is linked to policy-relevant parameters, including battery cost and price markup, battery utilization, charging infrastructure availability, vehicle efficiency, electricity and gasoline prices, household vehicle ownership, daily driving patterns, discount rate, and perceived vehicle lifetime. Qualitative discussion of the framework and its empirical application to a sample (N=36664) representing new car drivers in the United States is included. The quantitative results strongly suggest that ranges of less than 100 miles are likely to be more popular in the BEV market for a long period of time. The average optimal range among U.S. drivers is found to be largely inelastic. Still, battery cost reduction significantly drives BEV demand toward longer ranges, whereas improvement in the charging infrastructure is found to significantly drive BEV demand toward shorter ranges. In conclusion, the bias of a single-range assumption and the effects of range optimization and diversification in reducing such biases are both found to be significant.


Optimizing and Diversifying Electric Vehicle Driving Range for U.S. Drivers
Language: en
Pages: 16
Authors:
Categories:
Type: BOOK - Published: 2014 - Publisher:

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Properly determining the driving range is critical for accurately predicting the sales and social benefits of battery electric vehicles (BEVs). This study propo
Battery Electric Vehicles
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2012 - Publisher:

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Properly selecting the driving range is critical for accurately predicting the market acceptance and the resulting social benefits of BEVs. Analysis of transpor
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Type: BOOK - Published: 2016-11-01 - Publisher: Cuvillier Verlag

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Although electric vehicles (EVs) are theoretically capable of emissions-free driving, their market penetration is still pending, which is reflected in their low
Probabilistic Prediction of Energy Demand and Driving Range for Electric Vehicles with Federated Learning
Language: en
Pages: 190
Authors: Thorgeirsson, Adam Thor
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Type: BOOK - Published: 2024-09-03 - Publisher: KIT Scientific Publishing

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In this work, an extension of the federated averaging algorithm, FedAvg-Gaussian, is applied to train probabilistic neural networks. The performance advantage o
Socially Optimal Electric Driving Range of Plug-in Hybrid Electric Vehicles
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2015 - Publisher:

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This study determines the optimal electric driving range of plug-in hybrid electric vehicles (PHEVs) that minimizes the daily cost borne by the society when usi