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  Published Paper Details:

  Paper Title

A SURVEY PAPER ON HARNESSING BIG DATA FOR ESTIMATION OF DRIVING EVENTS THROUGH SENSOR DATA USING HADOOP ECOSYSTEM

  Authors

  Pooja M. Gupta,  Shrikant D. Zhade

  Keywords

Electric vehicle , Drivers behavior , machine learning , single node cluster, Energy consumption rate , range anxiety , driving environment , GPS

  Abstract


In this paper we are using some machine learning approaches for the estimation of driving patterns and driving behavior of respective drivers. We collect all the data of a respective vehicle and make computations using hadoop tools. The first step is to built database to estimate the electrical vehicles energy consumption from driving logs for examine a data analysis framework using key points curb weight , motors capacity, speed acceleleration , cargo weight , battery or fuel consumption ,transit time . We propose the business objective, to better understand the risk is under from fatigue of drivers, over-used trucks, and the impact of various trucking events on risk such as risk factor, driver mileage, truck mileage, average mileage. This use case is to analyze various parameter of a truck fleet. Each truck has been equipped to log location and event data. We propose the use of sensor big data to detect these events. We focus on two main infrastructure systems, transportation and energy. The goal of a project is to get familiar with end to end implantation of a big data project using various tools in Hadoop ecosystem. Collected geo-location and truck data has been provided for the estimation of proper solutions for improving the driving range anxiety.

  IJCRT's Publication Details

  Unique Identification Number - IJPUB1704030

  Paper ID - 171195

  Page Number(s) - 215-220

  Pubished in - Volume 5 | Issue 4 | December 2017

  DOI (Digital Object Identifier) -    http://doi.one/10.1729/IJCRT.17210

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Pooja M. Gupta,  Shrikant D. Zhade,   "A SURVEY PAPER ON HARNESSING BIG DATA FOR ESTIMATION OF DRIVING EVENTS THROUGH SENSOR DATA USING HADOOP ECOSYSTEM ", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.5, Issue 4, pp.215-220, December 2017, Available at :http://www.ijcrt.org/papers/IJPUB1704030.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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