Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study

The global fleet of electric vehicles (EV) has been rising in recent years, and public policies can play an important role in this scene. The objective of this work is to evaluate the impact of public policies in the diffusion of EVs in Brazil, based on Beck’s adaptation for the Bass diffusion model...

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Main Authors: Leonardo Bitencourt, Tiago Abud, Rachel Santos, Bruno Borba
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/17/5435
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spelling doaj-cdf0d0c2b9be4ccc8a6bdc86485a393c2021-09-09T13:43:26ZengMDPI AGEnergies1996-10732021-09-01145435543510.3390/en14175435Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case StudyLeonardo Bitencourt0Tiago Abud1Rachel Santos2Bruno Borba3Electrical Energy Department, Federal University of Juiz de Fora (UFJF), Juiz de Fora 36036-900, BrazilElectrical Engineering Department, Federal Fluminense University (UFF), Niteroi 24210-240, BrazilElectrical Engineering Department, Federal Fluminense University (UFF), Niteroi 24210-240, BrazilElectrical Engineering Department, Federal Fluminense University (UFF), Niteroi 24210-240, BrazilThe global fleet of electric vehicles (EV) has been rising in recent years, and public policies can play an important role in this scene. The objective of this work is to evaluate the impact of public policies in the diffusion of EVs in Brazil, based on Beck’s adaptation for the Bass diffusion model. This modification on the Bass model allows the estimation of EV diffusion, taking into account the direct and indirect economic influence of the main EV incentive instruments used worldwide. In addition, this work conducts a forecast of the total passenger cars in Brazil through a regression model, considering macroeconomic and social indicators. The results indicate that EV high prices may still be the major barrier for EV diffusion in Brazil over the studied horizon, keeping them inaccessible to the majority of the population. Therefore, policies aimed at subsidizing EVs may be more effective in stimulating EV sales.https://www.mdpi.com/1996-1073/14/17/5435electric vehicles adoptionBass diffusion modelpublic policy
collection DOAJ
language English
format Article
sources DOAJ
author Leonardo Bitencourt
Tiago Abud
Rachel Santos
Bruno Borba
spellingShingle Leonardo Bitencourt
Tiago Abud
Rachel Santos
Bruno Borba
Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study
Energies
electric vehicles adoption
Bass diffusion model
public policy
author_facet Leonardo Bitencourt
Tiago Abud
Rachel Santos
Bruno Borba
author_sort Leonardo Bitencourt
title Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study
title_short Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study
title_full Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study
title_fullStr Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study
title_full_unstemmed Bass Diffusion Model Adaptation Considering Public Policies to Improve Electric Vehicle Sales—A Brazilian Case Study
title_sort bass diffusion model adaptation considering public policies to improve electric vehicle sales—a brazilian case study
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-09-01
description The global fleet of electric vehicles (EV) has been rising in recent years, and public policies can play an important role in this scene. The objective of this work is to evaluate the impact of public policies in the diffusion of EVs in Brazil, based on Beck’s adaptation for the Bass diffusion model. This modification on the Bass model allows the estimation of EV diffusion, taking into account the direct and indirect economic influence of the main EV incentive instruments used worldwide. In addition, this work conducts a forecast of the total passenger cars in Brazil through a regression model, considering macroeconomic and social indicators. The results indicate that EV high prices may still be the major barrier for EV diffusion in Brazil over the studied horizon, keeping them inaccessible to the majority of the population. Therefore, policies aimed at subsidizing EVs may be more effective in stimulating EV sales.
topic electric vehicles adoption
Bass diffusion model
public policy
url https://www.mdpi.com/1996-1073/14/17/5435
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AT rachelsantos bassdiffusionmodeladaptationconsideringpublicpoliciestoimproveelectricvehiclesalesabraziliancasestudy
AT brunoborba bassdiffusionmodeladaptationconsideringpublicpoliciestoimproveelectricvehiclesalesabraziliancasestudy
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