A Python interface to AutomationShield's Arduino shields
Project description
python-automationshield
python-automationshield
is a Python package that implements a Python interface to Automationshield's devices. Automationshield creates cheap and accessible tools for control engineering education in the form of Arduino shields. Much of the Arduino code used in this package is derived from the code in the Automationshield repository.
Currently, this package has Python implementations for the following shields:
This project was built to allow TU Delft students learning control engineering to use Python in their assignments, since that is what they are thought in the curriculum. This package provides a flexible controller class that lets users conveniently implement a controller and test it on the hardware without having to reupload new firmware to the Arduino board.
This project was developed using Arduino Leonardo boards. The code may work on other devices as well, but it will likely need a few changes. You are welcome to submit a pull request to add functionality for additional Arduino boards!
Installation
python-automationshield
requires Python >= 3.10 and can be installed with the following command:
$ pip install python-automationshield
Usage
Below is a very simple example with the AeroShield to get started. Read more in the documentation.
Install the firmware on an Arduino board
When first importing the module, AutomationShield
will download the arduino-cli
to the package directory. The arduino-cli
is used to flash the correct firmware onto your Arduino board. The package should download the correct executable for your operating system and architecture, but it has only been tested on a 64-bit Windows system.
from automationshield import AeroShield
from automationshield.arduino import UNO # import the FQBN for the UNO from the arduino module
aero_shield = AeroShield()
aero_shield.install_firmware(device=UNO)
#optionally check that the correct firmware is installed
with aero_shield:
print(aero_shield.check_firmware) # this will print the version number of the Arduino code if the firmware is correct and throw an exception otherwise.
Send commands to the AeroShield
and read its state
from automationshield import AeroShield
with AeroShield() as aero_shield:
for _ in range(100):
aero_shield.write(flag=aero_shield.RUN, motor=50)
out = aero_shield.read()
print(f"Potentiomneter [%]: {out[0]}, Angle [°]: {out[1]}")
Use the ShieldController
class to conveniently implement a controller
from automationshield import AeroShield, ShieldController
class MyController(ShieldController):
def controller(self, t: float, dt: float, ref: float, pot: float, angle: float) -> float:
"""Set the motor value to the provided reference."""
return ref
shield = AeroShield()
# create controller instance
my_controller = MyController(shield)
# run the controller on the Arduino.
hist = my_controller.run(freq=200, cycles=1000, ref=45)
Plot the experiment data using the plotting.Plotter
class
from automationshield.plotting import Plotter
fig, ax = Plotter(shield).plot(hist)
fig.show()
Below is an example of a figure plotting the result of a PID controller on the AeroShield with a constant reference at 45°.
Contributing
Interested in contributing? Check out the contributing guidelines. Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.
License
python-automationshield
was created by Bert Van den Abbeele. It is licensed under the terms of the MIT license.
Credits
python-automationshield
was created with cookiecutter
and the py-pkgs-cookiecutter
template.
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