Emerging green-energy cyber-physical systems (CPS), in particular electric-drive vehicles (PHEV, HEV, and EV), have demonstrated great potentials to significantly reduce greenhouse gas emissions and the ever-growing dependence on foreign oil. Few studies have focused on the user-specific driving behavior and its significant impact on electric-drive vehicles fuel efficiency, battery system life-cycle and the environment. This paper presents a personalized mobile sensing system development for the emerging green-energy CPS, which captures user’s run-time driving behavior and characterizes its impact on (P)HEV operations. The proposed sensing computing system has been deployed in a number of PHEVs and HEVs, with user studies of four different drivers and over 150 driving trips under various road and traffic conditions. Using the extracted real-world hybrid vehicle and user driving data, we have conducted detailed analytical studies of users’ specific driving patterns and their impacts on hybrid vehicle electric energy and fuel efficiency.


    Access

    Access via TIB

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Personalized Mobile Sensing System Development for Emerging Electric-Drive Vehicles


    Contributors:
    Wu, Jie (author) / Sun, Yi-he (author)


    Publication date :

    2012


    Size :

    5 Seiten




    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English





    Large-scale battery system modeling and analysis for emerging electric-drive vehicles

    Li, Kun / Wu, Jie / Jiang, Yifei et al. | Tema Archive | 2010


    Development of electric drive system for small vehicles

    Hyodo, Jun / Aoshima, Ichiro / Nakamura, Akihiro et al. | IEEE | 2013


    Electric Drive System of Electric Vehicles

    Yang, J. / Japan Electric Vehicle Association / Electric Vehicle Association of Asia Pacific et al. | British Library Conference Proceedings | 1999


    Electric drive system for electric vehicles

    Yang,J. / China Electrical Society,CN | Automotive engineering | 1999