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Generative Design of a Vehicle Powertrain - Version 1.0

This MATLAB-based framework autonomously designs, tests, and evaluates possible vehicle powertrain architectures. It is limited to a specific set of components from the library and can only generate sequential layouts (where components are arranged in a sequence/line).

Additional Files Included

  • Powertrain_Library_GenAI.slx: The Simulink library used by the framework.
  • parameters_database.mat: A collection of sets of parameters for powertrain components in the library.
  • WLTP and NYC Cycles: Provided with this code for performance evaluation.

Usage

  1. Open the main.mlx live script.
  2. Follow the instructions provided in the script to run the framework.

Editing Parameters

Check out the guide on the parameters database text file if you want to edit the parameters.

Authors:
Rohail Malik, Muhammad Ahmad, Jari Vepsäläinen