Data Analysis using Python

In this project, you will be using python to obtain data from a file that contains information related to a CFD simulation of an engine. The data is provided in the form of columns for different engine parameters. Based on user input, this data is then obtained from the file by using string splitting methods and converting strings to numerical data and saved in variables. A data visualiser is created such that the relationship between any two variables in the file can be plot with each other. Additionally, an engine performance calculator is created that provides the engine parameters.

  • Duration : 1 Month
  • Domain : MECHANICAL, AUTOMOTIVE. MATERIALS ENGINEERING
  • Benefits : In this project, you will be using python to obtain data from a file that contains information related to a CFD simulation of an engine. The data is provided in the form of columns for different engine parameters. Based on user input, this data is then obtained from the file by using string splitting methods and converting strings to numerical data and saved in variables. A data visualiser is created such that the relationship between any two variables in the file can be plot with each other. Additionally, an engine performance calculator is created that provides the engine parameters.
  • Price : 10000
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What will you do in this project?

In this project, you will work on parsing data from a file and, 

  • Analyse the output file for various engine parameters from the test data using python
  • Write a code that takes inputs as column numbers and plot these parameters against each other
  • Depending on the parameters provided and the available data in the file, create a calculator for engine power and specific fuel consumption

  • Use Python to generate a code which will read the Engine Data
  • Code should Check the compatibility of Data
  • Code should take inputs of file name and columns to plot and provide the plots to the user

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Project Highlights

The project is an advanced level project
  • This project is great for undergraduate students (3rd & 4th year), M.Tech or MS students
  • If you are a working professional, this project will be helpful to learn the basics of Python
Pre-requisites
  • Must be comfortable with basics of coding
  • Need basic background in Mechanical Engineering, Thermodynamics.
Work with various Modules in Python
  • How to use Python in solving a various engineering problem 
  • Learning the basics of Pythons
  • Hands-on experience in solving various engineering Problems using  Python 
  • Data analytics using Python 
  • Training in various modules in Python and their uses.

Analysing the Engine Data using Python and calculation of Work Output given by the Engine

In this project, you will be using python to obtain data from a file that contains information related to a CFD simulation of an engine. The data is provided in the form of columns for different engine parameters. Based on user input, this data is then obtained from the file by using string splitting methods and converting strings to numerical data and saved in variables. A data visualizer is created such that the relationship between any two variables in the file can be plot with each other. Additionally, an engine performance calculator is created that provides the engine parameters. 

  • Reading data from a file in python
  • Using this data to provide a visualiser for the data in the file
  • Creating a calculator for engine performance parameters using the data in the file

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3What are the pre-requisites for this project?

  • A few premium projects might require a prior understanding of fundamental concepts
  • In such a case, you will be given access to appropriate learning materials to first learn those concepts before jumping to the project


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