.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/VedEf_optim/3_analysis_recommend_parameters.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_VedEf_optim_3_analysis_recommend_parameters.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_VedEf_optim_3_analysis_recommend_parameters.py:

Recommend parameter ranges to achieve 25 kW target power.

.. GENERATED FROM PYTHON SOURCE LINES 2-68

.. code-block:: Python


    target_power = 25000  # W

    print("=" * 70)
    print("  Parameter Recommendations to Achieve 25 kW")
    print("=" * 70)

    # Current tested ranges
    f_max_tested = 199.5e3  # Hz
    E_p_max_tested = 30e-3  # J
    power_max_tested = f_max_tested * E_p_max_tested / 1000  # kW

    print(f"\nCurrent tested ranges achieved: {power_max_tested:.2f} kW")
    print(f"Target power: {target_power / 1000:.0f} kW")
    print(f"Multiplier needed: {target_power / (f_max_tested * E_p_max_tested):.2f}x")

    print("\n" + "-" * 70)
    print("  Option 1: Increase Frequency (keep E_p = 30 mJ)")
    print("-" * 70)
    f_needed = target_power / 30e-3
    print(f"Required frequency: {f_needed / 1e3:.1f} kHz")
    print(f"Current max: {f_max_tested / 1e3:.1f} kHz")
    print(f"Increase needed: {f_needed / f_max_tested:.2f}x")

    print("\n" + "-" * 70)
    print("  Option 2: Increase Energy per Pulse (keep f = 200 kHz)")
    print("-" * 70)
    E_p_needed = target_power / 200e3
    print(f"Required E_p: {E_p_needed * 1e3:.1f} mJ")
    print(f"Current max: {E_p_max_tested * 1e3:.1f} mJ")
    print(f"Increase needed: {E_p_needed / E_p_max_tested:.2f}x")

    print("\n" + "-" * 70)
    print("  Option 3: Balanced Increase")
    print("-" * 70)
    # Double both parameters
    f_balanced = 400e3  # 400 kHz
    E_p_balanced = 60e-3  # 60 mJ
    power_balanced = f_balanced * E_p_balanced
    print(f"f = {f_balanced / 1e3:.0f} kHz, E_p = {E_p_balanced * 1e3:.0f} mJ")
    print(f"Power = {power_balanced / 1e3:.1f} kW")
    print()
    # Alternative: smaller increase in both
    f_balanced2 = 300e3  # 300 kHz
    E_p_balanced2 = 83e-3  # 83 mJ
    power_balanced2 = f_balanced2 * E_p_balanced2
    print(f"f = {f_balanced2 / 1e3:.0f} kHz, E_p = {E_p_balanced2 * 1e3:.0f} mJ")
    print(f"Power = {power_balanced2 / 1e3:.1f} kW")

    print("\n" + "=" * 70)
    print("  RECOMMENDATIONS")
    print("=" * 70)
    print("\n1. **Immediate Action**: Update parameter sweep ranges")
    print("   - Frequency: 10 - 900 kHz (vs current 10-200 kHz)")
    print("   - Energy per pulse: 1 - 130 mJ (vs current 1-30 mJ)")
    print("\n2. **Conservative Approach** (2x increase in each):")
    print("   - Frequency: 10 - 400 kHz")
    print("   - Energy per pulse: 1 - 60 mJ")
    print("   - Expected max power: ~24 kW (close to target)")
    print("\n3. **Verify other constraints remain satisfied**")
    print("   - All top candidates had positive margins on:")
    print("     * Breakdown voltage")
    print("     * Coverage fraction")
    print("     * Energy density")
    print("   - These should remain valid at higher f and E_p")
    print()


.. _sphx_glr_download_auto_examples_VedEf_optim_3_analysis_recommend_parameters.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: 3_analysis_recommend_parameters.ipynb <3_analysis_recommend_parameters.ipynb>`

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

      :download:`Download Python source code: 3_analysis_recommend_parameters.py <3_analysis_recommend_parameters.py>`

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

      :download:`Download zipped: 3_analysis_recommend_parameters.zip <3_analysis_recommend_parameters.zip>`