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Comparing Energy Efficiency Of Drivers And Vehicles Using Data Envelopment Analysis

Authors :
Fernández Montes González, Alejandro
Álvarez García, Juan Antonio
Fernández Cerero, Damián
Corcoba Magaña, Victor
Muñoz, M.
Ortega Ramírez, Juan Antonio
Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos
Ministerio de Economía y Competitividad (MINECO). España
Junta de Andalucía
Source :
idUS. Depósito de Investigación de la Universidad de Sevilla, instname
Publication Year :
2013
Publisher :
Universidad de Sevilla, 2013.

Abstract

In this paper, we propose a new methodology to compare and promote efficient driving by providing feedback to the user. The proposed methodology uses Data Envelopment Analysis (DEA) to enable comparisons between drivers and vehicles, by including parameters retrieved from vehicle as inputs or output for DEA method. Providing feedback to the user is essential in driving eco-systems for changing bad driving habits and not returning back to driving bad-habits. In our case, feedback is provided once the driver has finished some routes, by proposing which corrections or improvement has to deal with for future trips. The required vehicle’s telemetry data is obtained through the OBD2 port using an OBD2 adapter Ministerio de Economía y Competitividad TIN2009-14378-C02-01 Junta de Andalucía TIC-8052

Details

Database :
OpenAIRE
Journal :
idUS. Depósito de Investigación de la Universidad de Sevilla, instname
Accession number :
edsair.dedup.wf.001..9c9041685b5a5eff30d4e558bcb4b366