Applying data mining techniques on the fuel consumption analysis model of driving a car

碩士 === 元智大學 === 資訊工程學系 === 98 === Factors affecting fuel consumption including driving behavior, driving traffic and vehicle condition itself. We use digital tachograph and OBDII to collect the information of drivers, including speed, acceleration, angular velocity and other variables affect fuel co...

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Bibliographic Details
Main Authors: Ching-Wen Lu, 呂靖文
Other Authors: 姚修慎
Format: Others
Language:zh-TW
Published: 2010
Online Access:http://ndltd.ncl.edu.tw/handle/34672039249650076191
Description
Summary:碩士 === 元智大學 === 資訊工程學系 === 98 === Factors affecting fuel consumption including driving behavior, driving traffic and vehicle condition itself. We use digital tachograph and OBDII to collect the information of drivers, including speed, acceleration, angular velocity and other variables affect fuel consumption of the driving behavior. Applied regression analysis and neural network method, and get a variety of formulas to estimate fuel consumption and corresponding analysis are established models, allowing users by their owns actions(step on the brake, step on the acceleration, left or right turn) to estimate fuel consumption.