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AI-based hypermiling?

Discussion in 'Electric Vehicles' started by mblakele, Jan 26, 2017.

  1. mblakele

    mblakele radial cross member

    Joined:
    Mar 7, 2016
    Messages:
    546
    Location:
    SF Bay Area
    A computer program that learns how to save fuel

    It seems to work—at least, in simulations. Using live traffic information to mimic journeys in southern California, Dr Qi and Dr Barth compared their algorithm with a basic energy-management system for plug-in hybrids that simply switches to combustion power once the battery is depleted. As they report in a paper to be published in IEEE Transactions on Intelligent Transportation Systems, their system was 10.7% more efficient than the conventional one. If the system is aware in advance that a recharging station will be used as part of the trip (which might be arranged by booking one via the vehicle’s information screen) it can spread the use of electric power throughout the journey, to maximum advantage, knowing when the battery will be topped up. In such situations the average fuel saving was 31.5%.
     
    • Like x 1
  2. larmor

    larmor Active Member

    Joined:
    Oct 27, 2014
    Messages:
    1,370
    Location:
    Irvine, CA
    A human learns to save fuel--> gets a tesla, and solar cells with battery storage, and drives for free.
     

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