Sökning: "Per Almer"

Hittade 1 uppsats innehållade orden Per Almer.

  1. 1. Machine learning and statistical analysis in fuel consumption prediction for heavy vehicles

    Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :Henrik Almér; [2015]
    Nyckelord :machine learning; statistical analysis; data science; fuel consumption; prediction; support vector regression; artificial neural networks; random forest; linear regression;

    Sammanfattning : I investigate how to use machine learning to predict fuel consumption in heavy vehicles. I examine data from several different sources describing road, vehicle, driver and weather characteristics and I find a regression to a fuel consumption measured in liters per distance. The thesis is done for Scania and uses data sources available to Scania. LÄS MER