Energy-consumption in ground transportation systems is a major cause of CO2 emissions and related environmental concerns. A relevant part of such an energy use can be saved by devising systems that can help promoting an economical driving style. To address this challenging issue, this paper presents a method and system that allow providing a quantitative description the driving style and illustrating it to the driver by means of realtime visual feedback. The driving style assessment is based on the definition of appropriate energy-oriented cost functions that can be evaluated based on inertial measurements only, thereby providing a vehicle-independent methodology. The effectiveness of the approach, and the savings enabled by the interaction with the driver are assessed with an experimental campaign carried out on urban and extra-urban routes by different drivers.

Quantitative driving style estimation for energy-oriented applications in road vehicles

CORTI, ANDREA;ONGINI, CARLO;TANELLI, MARA;SAVARESI, SERGIO MATTEO
2013-01-01

Abstract

Energy-consumption in ground transportation systems is a major cause of CO2 emissions and related environmental concerns. A relevant part of such an energy use can be saved by devising systems that can help promoting an economical driving style. To address this challenging issue, this paper presents a method and system that allow providing a quantitative description the driving style and illustrating it to the driver by means of realtime visual feedback. The driving style assessment is based on the definition of appropriate energy-oriented cost functions that can be evaluated based on inertial measurements only, thereby providing a vehicle-independent methodology. The effectiveness of the approach, and the savings enabled by the interaction with the driver are assessed with an experimental campaign carried out on urban and extra-urban routes by different drivers.
2013
Proceedings of the 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
9781479906529
File in questo prodotto:
File Dimensione Formato  
driving_style_SMC2013_final.pdf

Accesso riservato

: Pre-Print (o Pre-Refereeing)
Dimensione 5.36 MB
Formato Adobe PDF
5.36 MB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/823129
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 27
  • ???jsp.display-item.citation.isi??? 20
social impact