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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Online Access: | https://www.mdpi.com/1996-1073/14/17/5435 |
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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 |
work_keys_str_mv |
AT leonardobitencourt bassdiffusionmodeladaptationconsideringpublicpoliciestoimproveelectricvehiclesalesabraziliancasestudy AT tiagoabud bassdiffusionmodeladaptationconsideringpublicpoliciestoimproveelectricvehiclesalesabraziliancasestudy AT rachelsantos bassdiffusionmodeladaptationconsideringpublicpoliciestoimproveelectricvehiclesalesabraziliancasestudy AT brunoborba bassdiffusionmodeladaptationconsideringpublicpoliciestoimproveelectricvehiclesalesabraziliancasestudy |
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1717760564643495936 |