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This project simulates a robotic system for separating different types of oranges using two SCARA robots and a conveyor belt in the Gazebo 3D robot simulator

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neonicX-Tech/Multi-Robot-Fruit-Separation-Simulation

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Multi-Robot Fruit Separation Simulation


Description

This project simulates a robotic system for separating different types of oranges using two SCARA robots and a conveyor belt in the Gazebo 3D robot simulator. It includes:

  • SCARA robots: Modeled in the scara_description package, with detailed descriptions and launch files for spawning them in Gazebo (refer to the scara_description/README.md file for more information).
  • Conveyor belt: Represented in the conveyor_belt package, including controls for adjusting speed and direction (refer to the conveyor_belt/README.md file for more information).
  • Cameras: Defined in the camera_description package, providing visual feedback for object detection and manipulation.
  • Fruit separation logic: Implemented in the fruit_separation package, encompassing:
    • Spawning 35 different types of oranges on the conveyor belt.
    • Using the robots and cameras to identify and separate oranges based on type.

Dependencies

  • Ubuntu 20.04
  • ROS Noetic-desktop-full
  • ros-control and ros controllers packages

Installation

  1. Clone the repository:
    git clone https://github.com/neonicX-Tech/Multi-Robot-Fruit-Separation-Simulation.git
  1. Install dependencies:
    cd multi_robot_fruit_separation
    sudo apt-get install ros-$ROS_DISTRO-ros-control ros-$ROS_DISTRO-ros-controllers
  1. Build the project:
    catkin_make

Usage

  1. Source your ROS environment:
    source devel/setup.bash
  1. Run the entire simulation with SCARA robots, conveyor belt, cameras, and fruit spawning:
   roslaunch fruit_separation simulate.launch
  1. Alternatively, you can run the SCARA robots and conveyor belt separately
    by using the launch files in their respective packages:

    • For SCARA robots (refer to scara_description/README.md for specific instructions).
        roslaunch scara_description simulate.launch
    • For conveyor belt (refer to conveyor_belt/README.md for specific instructions).
        roslaunch conveyor_belt simulate.launch

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This project simulates a robotic system for separating different types of oranges using two SCARA robots and a conveyor belt in the Gazebo 3D robot simulator

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