.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/EXAMPLE_MODEL_USAGE.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_EXAMPLE_MODEL_USAGE.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_EXAMPLE_MODEL_USAGE.py:

Example: Load and run Paroto system from STONE configuration.

This example demonstrates how to load a complete system architecture
from a STONE format YAML file and run a simulation.

.. GENERATED FROM PYTHON SOURCE LINES 6-57

.. code-block:: Python


    import os

    from paroto.io.stone_loader import create_problem_from_stone


    def main():
        """Load architecture from STONE config and run simulation."""
        print("\n" + "=" * 60)
        print("  Paroto - STONE Configuration Example")
        print("=" * 60)

        script_dir = os.path.dirname(os.path.abspath(__file__))
        config_path = os.path.join(script_dir, "config_example.yml")

        print(f"\nLoading configuration from: {os.path.basename(config_path)}")
        print("-" * 60)

        # Create problem from STONE configuration
        prob = create_problem_from_stone(config_path)
        prob.run_model()

        # Display results
        print("\nSimulation Results:")
        print("-" * 60)
        print(f"Breakdown Voltage:        {prob.get_val('breakdown_voltage')[0]:.2f} V")
        print(f"Arc Current:              {prob.get_val('arc_current')[0]:.2f} A")
        print(f"Power to Gas:             {prob.get_val('power_to_gas')[0]:.2f} W")
        print(f"Ablation Rate:            {prob.get_val('ablation_rate')[0]:.6f} kg/s")
        print(f"Flow Velocity:            {prob.get_val('flow_velocity')[0]:.2f} m/s")
        print(f"Outlet Temperature:       {prob.get_val('outlet_temperature')[0]:.2f} K")
        print(f"Temperature Homogeneity:  {prob.get_val('temperature_homogeneity_index')[0]:.3f}")

        print("\n" + "=" * 60)
        print("SUCCESS: Simulation completed")
        print("=" * 60)
        print("\nNext steps:")
        print("  1. Edit config_example.yml to customize the system")
        print("  2. Try config_low_fidelity.yml or config_high_fidelity.yml")
        print("  3. Run optimization: paroto-optimize --config config_example.yml")
        print()


    if __name__ == "__main__":
        try:
            main()
        except Exception as e:
            print(f"\nError: {e}")
            import traceback

            traceback.print_exc()


.. _sphx_glr_download_auto_examples_EXAMPLE_MODEL_USAGE.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: EXAMPLE_MODEL_USAGE.ipynb <EXAMPLE_MODEL_USAGE.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: EXAMPLE_MODEL_USAGE.py <EXAMPLE_MODEL_USAGE.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: EXAMPLE_MODEL_USAGE.zip <EXAMPLE_MODEL_USAGE.zip>`