Doc/cyclic symmetry

examples/014_cyclic_symmetry_example.py

@@ -0,0 +1,160 @@
+# Copyright (C) 2023 - 2024 ANSYS, Inc. and/or its affiliates.
+# SPDX-License-Identifier: MIT
+#
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+"""
+.. _cyclic_symmetry_example:
+
+Cyclic symmetry
+---------------
+
+This example shows how to postprocess a cyclic symmetry analysis.
+The initial (original) sector can be postprocessed with the same tools
+as a standard analysis. This is demonstrated by running a failure analysis,
+extracting ply-wise stresses and the implementation of a custom
+failure criterion.
+
+The postprocessing of expanded sectors is not yet supported.
+"""
+
+# %%
+# Set up analysis
+# ~~~~~~~~~~~~~~~
+# Setting up the analysis consists of loading the required modules, connecting to the
+# DPF server, and retrieving the example files.
+#
+# Load Ansys libraries and helper functions.
+import ansys.dpf.core as dpf
+
+from ansys.dpf.composites.composite_model import CompositeModel
+from ansys.dpf.composites.constants import FailureOutput, Sym3x3TensorComponent
+from ansys.dpf.composites.example_helper import get_continuous_fiber_example_files
+from ansys.dpf.composites.failure_criteria import CombinedFailureCriterion, MaxStressCriterion
+from ansys.dpf.composites.layup_info import get_all_analysis_ply_names
+from ansys.dpf.composites.layup_info.material_properties import MaterialProperty
+from ansys.dpf.composites.ply_wise_data import SpotReductionStrategy, get_ply_wise_data
+from ansys.dpf.composites.select_indices import get_selected_indices
+from ansys.dpf.composites.server_helpers import connect_to_or_start_server
+
+# %%
+# Start a DPF server and copy the example files into the current working directory.
+server = connect_to_or_start_server()
+composite_files = get_continuous_fiber_example_files(server, "cyclic_symmetry")
+
+# %%
+# Create a composite model.
+composite_model = CompositeModel(composite_files, server)
+
+# %%
+# Evaluate a combined failure criterion.
+combined_failure_criterion = CombinedFailureCriterion(failure_criteria=[MaxStressCriterion()])
+failure_result = composite_model.evaluate_failure_criteria(combined_failure_criterion)
+
+# %%
+# Plot the failure results.
+irf_field = failure_result.get_field({"failure_label": FailureOutput.FAILURE_VALUE})
+irf_field.plot()
+
+# %%
+# Plot ply-wise stresses
+# ~~~~~~~~~~~~~~~~~~~~~~
+# All functions in PyDPF Composites can be used to
+# postprocess the initial (original) sector.
+
+rst_stream = composite_model.core_model.metadata.streams_provider
+stress_operator = dpf.operators.result.stress()
+stress_operator.inputs.streams_container.connect(rst_stream)
+stress_operator.inputs.bool_rotate_to_global(False)
+stress_container = stress_operator.outputs.fields_container()
+
+all_ply_names = get_all_analysis_ply_names(composite_model.get_mesh())
+all_ply_names
+
+component_s11 = Sym3x3TensorComponent.TENSOR11
+stress_field = stress_container[0]
+elemental_values = get_ply_wise_data(
+    field=stress_field,
+    ply_name="P3L1__ModelingPly.1",
+    mesh=composite_model.get_mesh(),
+    component=component_s11,
+    spot_reduction_strategy=SpotReductionStrategy.MAX,
+    requested_location=dpf.locations.elemental,
+)
+composite_model.get_mesh().plot(elemental_values)
+
+# %%
+# Custom failure criterion
+# ~~~~~~~~~~~~~~~~~~~~~~~~
+# The following code block shows how to implement a custom failure criterion.
+# It computes the inverse reserve factor for each element with respect to
+# fiber failure. The criterion distinguishes between tension and compression.
+
+# Prepare dict with the material properties
+property_xt = MaterialProperty.Stress_Limits_Xt
+property_xc = MaterialProperty.Stress_Limits_Xc
+property_dict = composite_model.get_constant_property_dict([property_xt, property_xc])
+
+result_field = dpf.field.Field(location=dpf.locations.elemental, nature=dpf.natures.scalar)
+with result_field.as_local_field() as local_result_field:
+    # Process only the layered elements
+    for element_id in composite_model.get_all_layered_element_ids():
+        element_info = composite_model.get_element_info(element_id)
+        element_irf_max = 0.0
+        stress_data = stress_field.get_entity_data_by_id(element_id)
+        for layer_index, dpf_material_id in enumerate(element_info.dpf_material_ids):
+            xt = property_dict[dpf_material_id][property_xt]
+            xc = property_dict[dpf_material_id][property_xc]
+            selected_indices = get_selected_indices(element_info, layers=[layer_index])
+            # Maximum of fiber failure in tension and compression
+            layer_stress_values = stress_data[selected_indices][:, component_s11]
+            max_s11 = max(layer_stress_values)
+            min_s11 = min(layer_stress_values)
+            if xt > 0 and max_s11 > 0:
+                element_irf_max = max(max_s11 / xt, element_irf_max)
+            if xc < 0 and min_s11 < 0:
+                element_irf_max = max(min_s11 / xc, element_irf_max)
+
+        local_result_field.append([element_irf_max], element_id)
+
+composite_model.get_mesh().plot(result_field)
+
+# %%
+# Plot deformations on the expanded model
+# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+# You can expand the deformations of the cyclic symmetry model as shown below. The same expansion is possible for strains and stresses. For more information, see `Ansys DPF`_.
+# deformations of the cyclic symmetry model. The same can be done
+# for strains and stresses. See `Ansys DPF`_ for more details.
+#
+# .. _Ansys DPF: https://dpf.docs.pyansys.com/version/stable/
+
+# Get the displacements and expand them
+symmetry_option = 2  # fully expand the model
+u_cyc = composite_model.core_model.results.displacement()
+u_cyc.inputs.read_cyclic(symmetry_option)
+# expand the displacements
+deformations = u_cyc.outputs.fields_container()[0]
+
+# Get and expand the mesh
+mesh_provider = composite_model.core_model.metadata.mesh_provider
+mesh_provider.inputs.read_cyclic(symmetry_option)
+mesh = mesh_provider.outputs.mesh()
+# Plot the expanded deformations
+mesh.plot(deformations)

src/ansys/dpf/composites/_composite_model_impl.py

@@ -126,7 +126,7 @@ def __init__(
             data_sources=self.data_sources,
             material_operators=self.material_operators,
             unit_system=self._unit_system,
-            rst_stream_provider=self._get_rst_streams_provider(),
+            rst_stream_provider=self.get_rst_streams_provider(),
         )
 
         # self._layup_provider.outputs.layup_model_context_type.get_data() does not work because
@@ -154,7 +154,7 @@ def __init__(
 
         self._element_info_provider = get_element_info_provider(
             mesh=self.get_mesh(),
-            stream_provider_or_data_source=self._get_rst_streams_provider(),
+            stream_provider_or_data_source=self.get_rst_streams_provider(),
             material_provider=self.material_operators.material_provider,
         )
         self._layup_properties_provider = LayupPropertiesProvider(
@@ -370,7 +370,7 @@ def evaluate_failure_criteria(
             chunking_data_tree.add({"named_selections": ns_in})
 
         chunking_generator = dpf.Operator("composite::scope_generator")
-        chunking_generator.inputs.stream_provider(self._get_rst_streams_provider())
+        chunking_generator.inputs.stream_provider(self.get_rst_streams_provider())
         chunking_generator.inputs.data_tree(chunking_data_tree)
         if self.data_sources.composite:
             chunking_generator.inputs.data_sources(self.data_sources.composite)
@@ -412,7 +412,7 @@ def evaluate_failure_criteria(
                 self.material_operators.material_provider.outputs
             )
             evaluate_failure_criterion_per_scope_op.inputs.stream_provider(
-                self._get_rst_streams_provider()
+                self.get_rst_streams_provider()
             )
             evaluate_failure_criterion_per_scope_op.inputs.mesh(self.get_mesh())
             if version_equal_or_later(self._server, "8.0"):
@@ -555,7 +555,7 @@ def get_sampling_point(
             self._material_operators,
             self.get_mesh(),
             self._layup_provider,
-            self._get_rst_streams_provider(),
+            self.get_rst_streams_provider(),
             self._data_sources.rst,
             self._unit_system,
             time_in,
@@ -688,7 +688,7 @@ def get_constant_property_dict(
         return get_constant_property_dict(
             material_properties=material_properties,
             materials_provider=self.material_operators.material_provider,
-            data_source_or_streams_provider=self._get_rst_streams_provider(),
+            data_source_or_streams_provider=self.get_rst_streams_provider(),
             mesh=self.get_mesh(),
         )
 
@@ -766,7 +766,8 @@ def get_all_layered_element_ids_for_composite_definition_label(
         )
         return self.get_all_layered_element_ids()
 
-    def _get_rst_streams_provider(self) -> Operator:
+    def get_rst_streams_provider(self) -> Operator:
+        """Get the streams provider of the loaded result file."""
         return self._core_model.metadata.streams_provider
 
     def _first_composite_definition_label_if_only_one(self) -> str:

src/ansys/dpf/composites/_composite_model_impl_2023r2.py

@@ -644,3 +644,7 @@ def _first_composite_definition_label_if_only_one(self) -> str:
                 f"Multiple composite definition keys exist: {self.composite_definition_labels}. "
                 f"Specify a key explicitly."
             )
+
+    def get_rst_streams_provider(self) -> Operator:
+        """Get the streams provider of the loaded result file."""
+        return self._core_model.metadata.streams_provider

src/ansys/dpf/composites/composite_model.py

@@ -166,6 +166,10 @@ def get_mesh(self, composite_definition_label: Optional[str] = None) -> MeshedRe
         """
         return self._implementation.get_mesh(composite_definition_label)
 
+    def get_rst_streams_provider(self) -> Operator:
+        """Get the streams provider of the loaded result file."""
+        return self._implementation.get_rst_streams_provider()
+
     def get_layup_operator(self, composite_definition_label: Optional[str] = None) -> Operator:
         """Get the lay-up operator.
 

src/ansys/dpf/composites/example_helper/__init__.py

@@ -41,7 +41,7 @@
 
 
 # Example URL to run the examples locally
-# EXAMPLE_REPO = "file:////D:/Development/pyansys-example-data/pydpf-composites/"
+# EXAMPLE_REPO = "file:////D:/dev/pyansys-example-data/pydpf-composites/"
 
 
 @dataclass
@@ -165,6 +165,16 @@ class _ShortFiberExampleLocation:
             },
         ),
     ),
+    "cyclic_symmetry": _ContinuousFiberExampleLocation(
+        directory="cyclic_symmetry",
+        files=_ContinuousFiberCompositesExampleFilenames(
+            rst=["file.rst"],
+            engineering_data="MatML.xml",
+            composite={
+                "solid": _ContinuousFiberCompositeFiles(definition="ACPSolidModel_SM.h5"),
+            },
+        ),
+    ),
 }
 
 _short_fiber_examples: dict[str, _ShortFiberExampleLocation] = {