Title :
Quantitative Driving Style Estimation for Energy-Oriented Applications in Road Vehicles
Author :
Corti, Andrea ; Ongini, C. ; Tanelli, M. ; Savaresi, Sergio M.
Author_Institution :
Dipt. di Elettron., Inf. e Bioingegneria, Politec. di Milano, Milan, Italy
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 real time 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.
Keywords :
energy consumption; road vehicles; energy-oriented applications; energy-oriented cost functions; extra-urban routes; inertial measurements; quantitative driving style estimation; real time visual feedback; road vehicles; Acceleration; Batteries; Cost function; Energy consumption; User interfaces; Vehicles; Wheels; Driving Style; Energy Consumption; Ground Vehicles; Vehicle Dynamics;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.632