Artemisa: a personal driving assistant for fuel saving Articles uri icon

publication date

  • October 2016

start page

  • 2437

end page

  • 2451

issue

  • 10

volume

  • 15

International Standard Serial Number (ISSN)

  • 1536-1233

Electronic International Standard Serial Number (EISSN)

  • 1558-0660

abstract

  • In this paper, we propose a driving assistant that makes recommendations in order to reduce the fuel consumption. The solution only requires a smartphone and an OBD/Bluetooth device. Eco-driving advices try to avoid situations that cause an increase in the fuel consumption such as inappropriate speed or slow reaction to the detection of traffic signs and traffic incidents. The main contribution of this paper is the use of artificial intelligence techniques in order to issue the eco-driving tips that are best adapted to the user profile, the characteristics of the vehicle, and the road state conditions. This is very important because the driver may lose the interest due to the high requirements that tend to be provided by general use eco-driving assistants. In order to properly assess and validate the proposed solution, it has been implemented on several Android mobile devices and has been validated using a dataset of 2,250 driving tests using three different models of vehicles with 25 different drivers on three distinct routes. The results show that the system reduces the fuel consumption by 11.04 percent on average and even, in certain cases, the fuel saving is greater than 15 percent.

keywords

  • Intelligent vehicle systems and telematics
    Eco-driving
    Fuel optimal control
    Support tool
    System impact
    Efficiency
    Behavior
    Devices
    City