.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/modeling_features/007-sensor.py"
.. LINE NUMBERS ARE GIVEN BELOW.
.. only:: html
.. note::
:class: sphx-glr-download-link-note
:ref:`Go to the end <sphx_glr_download_examples_modeling_features_007-sensor.py>`
to download the full example code.
.. rst-class:: sphx-glr-example-title
.. _sphx_glr_examples_modeling_features_007-sensor.py:
.. _sensor_example:
Sensor
======
The :class:`.Sensor` capabilities to analyze the composite structure
is demonstrated in this example. A sensor is used to compute the weight,
area, cost, etc. of the model or specific entities such as ply material,
modeling ply, etc.
.. GENERATED FROM PYTHON SOURCE LINES 36-40
Import modules
--------------
Import the standard library and third-party dependencies.
.. GENERATED FROM PYTHON SOURCE LINES 40-45
.. code-block:: Python
import pathlib
import tempfile
import pyvista
.. GENERATED FROM PYTHON SOURCE LINES 46-47
Import the PyACP dependencies.
.. GENERATED FROM PYTHON SOURCE LINES 47-52
.. code-block:: Python
from ansys.acp.core import SensorType, UnitSystemType, launch_acp
from ansys.acp.core.extras import RACE_CARE_NOSE_CAMERA_METER, ExampleKeys, get_example_file
.. GENERATED FROM PYTHON SOURCE LINES 54-56
Start ACP and load the model
----------------------------
.. GENERATED FROM PYTHON SOURCE LINES 58-59
Get the example file from the server.
.. GENERATED FROM PYTHON SOURCE LINES 59-63
.. code-block:: Python
tempdir = tempfile.TemporaryDirectory()
WORKING_DIR = pathlib.Path(tempdir.name)
acph5_input_file = get_example_file(ExampleKeys.RACE_CAR_NOSE_ACPH5, WORKING_DIR)
.. GENERATED FROM PYTHON SOURCE LINES 64-65
Launch the PyACP server and connect to it.
.. GENERATED FROM PYTHON SOURCE LINES 65-67
.. code-block:: Python
acp = launch_acp()
.. GENERATED FROM PYTHON SOURCE LINES 68-71
Load the model from the input file which contains
a formula 1 front wing with layup. The plot shows the total
laminate thickness per element.
.. GENERATED FROM PYTHON SOURCE LINES 71-83
.. code-block:: Python
model = acp.import_model(acph5_input_file)
model.unit_system = UnitSystemType.SI
print(model.unit_system)
model.update()
thickness_data = model.elemental_data.thickness
if thickness_data is not None:
plotter = pyvista.Plotter()
plotter.add_mesh(thickness_data.get_pyvista_mesh(model.mesh), show_edges=False)
plotter.camera_position = RACE_CARE_NOSE_CAMERA_METER
plotter.show()
.. tab-set::
.. tab-item:: Static Scene
.. image-sg:: /examples/modeling_features/images/sphx_glr_007-sensor_001.png
:alt: 007 sensor
:srcset: /examples/modeling_features/images/sphx_glr_007-sensor_001.png
:class: sphx-glr-single-img
.. tab-item:: Interactive Scene
.. offlineviewer:: /home/runner/work/pyacp/pyacp/doc/source/examples/modeling_features/images/sphx_glr_007-sensor_001.vtksz
.. rst-class:: sphx-glr-script-out
.. code-block:: none
si
.. GENERATED FROM PYTHON SOURCE LINES 84-85
Set price per area for all fabrics.
.. GENERATED FROM PYTHON SOURCE LINES 85-89
.. code-block:: Python
model.fabrics["UD"].area_price = 15 # $/m^2
model.fabrics["woven"].area_price = 23 # $/m^2
model.fabrics["core_4mm"].area_price = 7 # $/m^2
.. GENERATED FROM PYTHON SOURCE LINES 90-92
Sensor by area
--------------
.. GENERATED FROM PYTHON SOURCE LINES 94-98
Entire Model
~~~~~~~~~~~~
The first sensor is applied to the entire model to compute for example
the total weight, area of production material, and material cost.
.. GENERATED FROM PYTHON SOURCE LINES 98-103
.. code-block:: Python
sensor_by_area = model.create_sensor(
name="By Area",
sensor_type=SensorType.SENSOR_BY_AREA,
entities=[model.element_sets["All_Elements"]],
)
.. GENERATED FROM PYTHON SOURCE LINES 104-105
Update the model to compute the sensor values.
.. GENERATED FROM PYTHON SOURCE LINES 105-117
.. code-block:: Python
model.update()
def print_measures(my_sensor):
print(f"Price: {my_sensor.price:.2f} $")
print(f"Weight: {my_sensor.weight:.2f} kg")
print(f"Covered area: {my_sensor.covered_area:.2f} m²")
print(f"Production ply area: {my_sensor.production_ply_area:.2f} m²")
cog = my_sensor.center_of_gravity
print(f"Center of gravity: ({cog[0]:.2f}, {cog[1]:.2f}, {cog[2]:.2f}) m")
.. GENERATED FROM PYTHON SOURCE LINES 118-119
Print the values. The ``production ply area`` is the area of production material.
.. GENERATED FROM PYTHON SOURCE LINES 119-121
.. code-block:: Python
print_measures(sensor_by_area)
.. rst-class:: sphx-glr-script-out
.. code-block:: none
Price: 208.84 $
Weight: 4.48 kg
Covered area: 1.70 m²
Production ply area: 11.04 m²
Center of gravity: (0.42, 0.10, -0.09) m
.. GENERATED FROM PYTHON SOURCE LINES 122-127
Scope to a specific component
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Compute the measures for the nose only. Note that :class:`.OrientedSelectionSet`
can also be used to scope the sensor.
.. GENERATED FROM PYTHON SOURCE LINES 127-137
.. code-block:: Python
eset_nose = model.element_sets["els_nose"]
sensor_by_area.entities = [eset_nose]
model.update()
print_measures(sensor_by_area)
plotter = pyvista.Plotter()
plotter.add_mesh(eset_nose.mesh.to_pyvista(), show_edges=False, opacity=1, color="turquoise")
plotter.add_mesh(model.mesh.to_pyvista(), show_edges=False, opacity=0.2)
plotter.camera_position = RACE_CARE_NOSE_CAMERA_METER
plotter.show()
.. tab-set::
.. tab-item:: Static Scene
.. image-sg:: /examples/modeling_features/images/sphx_glr_007-sensor_002.png
:alt: 007 sensor
:srcset: /examples/modeling_features/images/sphx_glr_007-sensor_002.png
:class: sphx-glr-single-img
.. tab-item:: Interactive Scene
.. offlineviewer:: /home/runner/work/pyacp/pyacp/doc/source/examples/modeling_features/images/sphx_glr_007-sensor_002.vtksz
.. rst-class:: sphx-glr-script-out
.. code-block:: none
Price: 25.21 $
Weight: 0.56 kg
Covered area: 0.39 m²
Production ply area: 1.64 m²
Center of gravity: (0.09, 0.37, -0.22) m
.. GENERATED FROM PYTHON SOURCE LINES 138-143
Sensor by material
------------------
A sensor can also be used to compute the amount of a certain ply material
(:class:`.Fabric`, :class:`.Stackup`, :class:`.SubLaminate`).
.. GENERATED FROM PYTHON SOURCE LINES 143-150
.. code-block:: Python
sensor_by_material = model.create_sensor(
name="By Material",
sensor_type=SensorType.SENSOR_BY_MATERIAL,
entities=[model.fabrics["UD"]],
)
print_measures(sensor_by_area)
.. rst-class:: sphx-glr-script-out
.. code-block:: none
Price: 25.21 $
Weight: 0.56 kg
Covered area: 0.39 m²
Production ply area: 1.64 m²
Center of gravity: (0.09, 0.37, -0.22) m
.. GENERATED FROM PYTHON SOURCE LINES 151-156
Sensor by ply
-------------
A sensor can also be scoped to a specific ply or a list of plies. In this example,
a ply of the suction side and a ply of the pressure side of wing 3 are selected.
.. GENERATED FROM PYTHON SOURCE LINES 156-174
.. code-block:: Python
mg = model.modeling_groups["wing_3"]
modeling_plies = [
mg.modeling_plies["mp.wing_3.1_suction"],
mg.modeling_plies["mp.wing_3.1_pressure.2"],
]
sensor_by_ply = model.create_sensor(
name="By Ply",
sensor_type=SensorType.SENSOR_BY_PLIES,
entities=modeling_plies,
)
model.update()
print_measures(sensor_by_ply)
plotter = pyvista.Plotter()
for ply in modeling_plies:
plotter.add_mesh(ply.mesh.to_pyvista(), show_edges=False, opacity=1, color="turquoise")
plotter.add_mesh(model.mesh.to_pyvista(), show_edges=False, opacity=0.2)
plotter.camera_position = RACE_CARE_NOSE_CAMERA_METER
plotter.show()
.. tab-set::
.. tab-item:: Static Scene
.. image-sg:: /examples/modeling_features/images/sphx_glr_007-sensor_003.png
:alt: 007 sensor
:srcset: /examples/modeling_features/images/sphx_glr_007-sensor_003.png
:class: sphx-glr-single-img
.. tab-item:: Interactive Scene
.. offlineviewer:: /home/runner/work/pyacp/pyacp/doc/source/examples/modeling_features/images/sphx_glr_007-sensor_003.vtksz
.. rst-class:: sphx-glr-script-out
.. code-block:: none
Price: 10.86 $
Weight: 0.23 kg
Covered area: 0.24 m²
Production ply area: 0.47 m²
Center of gravity: (0.30, 0.08, -0.10) m
.. rst-class:: sphx-glr-timing
**Total running time of the script:** (0 minutes 26.256 seconds)
.. _sphx_glr_download_examples_modeling_features_007-sensor.py:
.. only:: html
.. container:: sphx-glr-footer sphx-glr-footer-example
.. container:: sphx-glr-download sphx-glr-download-jupyter
:download:`Download Jupyter notebook: 007-sensor.ipynb <007-sensor.ipynb>`
.. container:: sphx-glr-download sphx-glr-download-python
:download:`Download Python source code: 007-sensor.py <007-sensor.py>`
.. container:: sphx-glr-download sphx-glr-download-zip
:download:`Download zipped: 007-sensor.zip <007-sensor.zip>`
.. only:: html
.. rst-class:: sphx-glr-signature
`Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_