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This graduation project, conducted at Sabanci University, focuses on the analysis of real-world data from electric delivery trucks to understand energy consumption patterns, optimize performance, and contribute to sustainable transportation solutions.

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Data Based Vehicle Energy Consumption Modeling

  • In this project, we have a real data set at hand which consists of various features regarding driving profiles of electric delivery trucks. The goal of this project is to investigate this data, and better understand some characteristics of electric vehicles as well as their energy consumption.

  • This is a data analysis graduation project. The students will

  1. Perform data cleaning and preprocessing.
  2. Perform clustering to catch some patterns in the data.
  3. Use concepts from machine learning for a detailed investigation of the data.
  4. Perform visualization to present the outcomes of their investigation.

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This graduation project, conducted at Sabanci University, focuses on the analysis of real-world data from electric delivery trucks to understand energy consumption patterns, optimize performance, and contribute to sustainable transportation solutions.

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