From fa527faac4486324141d60f7840295ce6ee2d4a4 Mon Sep 17 00:00:00 2001 From: Sean Engelstad Date: Thu, 12 Oct 2023 07:53:45 -0400 Subject: [PATCH] document caps2tacs (#259) --- docs/source/caps2tacs/caps2tacs.rst | 19 +++ docs/source/caps2tacs/images/c2tacs1.png | Bin 0 -> 38011 bytes docs/source/caps2tacs/images/c2tacs2.png | Bin 0 -> 318476 bytes docs/source/caps2tacs/images/c2tacs3.png | Bin 0 -> 34567 bytes docs/source/caps2tacs/images/c2tacs4.png | Bin 0 -> 378527 bytes docs/source/caps2tacs/main.rst | 142 +++++++++++++++++++++++ docs/source/interfaces.rst | 3 +- tacs/caps2tacs/materials.py | 14 +++ 8 files changed, 177 insertions(+), 1 deletion(-) create mode 100644 docs/source/caps2tacs/caps2tacs.rst create mode 100644 docs/source/caps2tacs/images/c2tacs1.png create mode 100644 docs/source/caps2tacs/images/c2tacs2.png create mode 100644 docs/source/caps2tacs/images/c2tacs3.png create mode 100644 docs/source/caps2tacs/images/c2tacs4.png create mode 100644 docs/source/caps2tacs/main.rst diff --git a/docs/source/caps2tacs/caps2tacs.rst b/docs/source/caps2tacs/caps2tacs.rst new file mode 100644 index 000000000..172715fe0 --- /dev/null +++ b/docs/source/caps2tacs/caps2tacs.rst @@ -0,0 +1,19 @@ +caps2tacs +********* +The caps2tacs module is a python interface for running TACS analysis on geometries built in ESP/CAPS (Engineering Sketch Pad). +Caps2tacs is built on top of the pytacs interface and tacsAIM (Analysis Interface Module) from ESP/CAPS. +Caps2tacs is used in FUNtoFEM for sizing and shape optimization of an aerodynmamic structure under oneway-coupled and fully-coupled +aerostructural optimizations. Caps2tacs also provides thermoelastic properties through ESP/CAPS and TACS. For each structural +design, caps2tacs + the tacsAIM build nastran files for the mesh \*.bdf, \*.dat which are located in the ESP/CAPS work directory +usually under ``capsStruct/Scratch/tacs``. Output files can also be stored there as well such as \*.f5 files. + +Developer: +* Sean Engelstad + +For more examples using caps2tacs for thermoelastic analysis and involving CFD, please see the +`FUNtoFEM github `_. + +.. toctree:: + :maxdepth: 1 + + main \ No newline at end of file diff --git a/docs/source/caps2tacs/images/c2tacs1.png b/docs/source/caps2tacs/images/c2tacs1.png new file mode 100644 index 0000000000000000000000000000000000000000..e1b8debedd1268958b5e195d8258f10efbd88ff0 GIT binary patch literal 38011 zcmeFZ^;cA3+cvz1p}VD|QyO6a3F#0im6jIi5~O29T4@9XBvp{^j-f#siJ`l@8{duh z{d}?B_aFGy`hIXxd-k>Wb)DyN9A_D(p{9t3O@$2r0G_gv+zS9efdc?!0TUhkjnMGS z3iw6TRbJQirQ=&ychh$kfU2phlbxfhowXUgo5ed9Ye$F2JTRWeT=Z71u1+pbczNyr zuM2n_-&yhwo;IC=H^FjJ(sKa-0@M3{kld#^)&LN&1FwDydyzt7Fl znYTuVuY=xV>eL5PT9Fsqk2AaDT4f=DYiMrv8QFo$1J|ygY0fOol+h7lLxF zv;g>x3}z2EDg6E`gFHGK{rzv0Vx%ET|1Nr?0f37!1d>wz|CjuKd0*OFX{8wAl$cBW zZoOXV=*ViumxRdPpD^T=R>$6K{cy4IQ#r#o8JThFA0&pzkK5d>+@${J 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z^?ttc5Ktc=@n^%E5veUsR)~v&?#5#V&`tqA{~}pT1g*0xKRc`JR$!%?$pdIO8)Azp z=jd7N*gnX)T10&?R;mzRHV>Rm^bRM+ERsjts!c)mwn&WVJ^xoT#MNR>EYf^H!3orO zrn#6m&~|&gpBUvZ4`(R?^_jVg7ywyrQ}wHv<};ND3@{JK<|yVvJOmjQY=$BO;1Bf2d?NO@`xPHm;ONaT+$j`}2K;UPW zH!75_0>Sf5ZjOt%<=<}c{3%cWU6=bLW1h6}{rijl5p9cpyk0*G?&jswr0TZ3eDY6r Z#@2IILQM*%(6(PeHS}-g-FW=+-vGP{V@3b~ literal 0 HcmV?d00001 diff --git a/docs/source/caps2tacs/main.rst b/docs/source/caps2tacs/main.rst new file mode 100644 index 000000000..da1f49cc0 --- /dev/null +++ b/docs/source/caps2tacs/main.rst @@ -0,0 +1,142 @@ +Installation of ESP/CAPS +************************ +The link to the main Engineering Sketch Pad webiste is the following, `ESP/CAPS `_. +A prebuilt distribution can be found in the ``PreBuilts/`` folder. The following environment variables must be setup in the ~/.bashrc file. +The serveCSM command is useful in viewing the ESP/CAPS geometry from a .csm file. The alias csm +can be useful if one is running ``serveCSM`` command repeatedly (optional). Note the ``source *`` command +won't work until after the full install so you can ignore that if you source it immediately. +:: + + export ESP_ROOT=~/packages/ESP123/EngSketchPad + export PYTHONPATH=${PYTHONPATH}:$ESP_ROOT/pyESP + source $ESP_ROOT/ESPenv.shell + alias csm='$ESP_ROOT/bin/serveCSM' + +The installation on a Linux machine proceeds as follows. Note if the ESP/OpenCASCADE version changes +past ESP123, change the bashrc and install commands accordingly. The basic steps involve downloading the tar, +unpacking it, and informing ESP/CAPS of the location of the OpenCASCADE directory (which comes with the prebuilt). +Then, as the package is a prebuilt, we only need to make the tacsAIM directory which is not usually auto-built +(don't need to make the rest of the source folder). + +:: + + mkdir ~/packages/ && cd ~/packages/ + wget https://acdl.mit.edu/ESP/PreBuilts/ESP123-linux-aarch64.tgz + tar -xvf *.tgz + cd ./ESP123/EngSketchPad/config/ + ./makeEnv ~/packages/ESP123/OpenCASCADE-7.7.0/ + cd src/CAPS/aim/tacs/ + make + +The caps2tacs python module will not be imported unless ESP/CAPS is properly installed on your machine. + +Intro +***** +The differentiable CAD geometry in ESP/CAPS is defined in a CSM or Computational Solid Model file. +The user must write their own CSM file (see ESP/CAPS tutorials on their website) to define a structures geometry. +Important things to include in your CSM file are included below (for reference see the file ``examples/caps_wing/simple_naca_wing.csm``). + +* Configuration parameters such as ``cfgpmtr nribs 10`` which are integer variables usually fixed during optimization. +* Design parameters such as ``despmtr span 10`` which are real number variables that can be tied to a TACS shape variable. +* ``capsGroup`` attributes define regions of the geometry with the same property cars, denoted ``capsGroup $rib1``, etc. +We often use pattern statements to define these, and sometimes a user-defined primitive ``udprim editAttr``. +* ``capsConstraint`` attributes define regions of the geometry intended to have the same structural constraints, e.g. ``capsConstraint fix``. +These constraints include Temperature and elastic constraints as of right now. +* ``capsLoad`` attributes define regions of the geometry with the same fixed loads. This is useful in simple structural analyses. +Note that aerodynamic loads cannot be setup this way (see the funtofem github for how to do this). +* ``capsAIM`` attribute - this specifies for a body the analysis tools or AIMs using this CSM file. Note that we often add the +``tacsAIM, egadsTessAIM`` here for structural analyses. +* Occasionally ``capsMesh`` attribute - which can be used to set alternative auto-mesh settings on different sections of the geometry. + +The main ``TacsModel`` object supervises the process of TACS analysis and geometry updates for optimization. +Caps2tacs supports MPI / parallel processing which is a feature not directly available in ESP/CAPS. + +.. code-block:: python + + comm = MPI.COMM_WORLD + tacs_model = caps2tacs.TacsModel.build(csm_file="simple_naca_wing.csm", comm=comm) + +Next, the user must specify the auto mesh generation settings for the structure geometry that will be +used in the TACS analysis. The global mesh size depends on the scale of the model. You'll want to tune these auto-mesh +hyperparameters by running a small analysis / using egadsAIM view routine until you get a quality mesh. + +.. code-block:: python + + tacs_model.mesh_aim.set_mesh( + edge_pt_min=15, + edge_pt_max=20, + global_mesh_size=0.25, + max_surf_offset=0.01, + max_dihedral_angle=15, + ).register_to(tacs_model) + +There are certain objects that must be setup and registered to the tacs model before running a TACS analysis. +If these are not correctly specified, then the tacs model will throw an error in the setup check phase. + +* Material properties - you must setup one or more material objects for use in the element property definitions. +Available material types include Isotropic and Orthotropic (Anisotropic can be added directly through the underlying tacsAIM). +Several common materials are saved as class methods such as aluminum, steel, titanium, carbon fiber. +* Element Properties - currently caps2tacs only supports shell elements for use in aerodynamic structures. +Element properties can be setup directly through a `ShellProperty` object or indirectly through the `ThicknessVariable` object. +The names of shell properties or the thickness variables must be tied to a `capsGroup` setup in the CSM file. +* Constraints - elastic and thermal constraints are available in caps2tacs. Common instances are the ``PinConstraint`` and ``TemperatureConstraint``. +The name/capsConstraint input to these constraint objects must match the ``capsConstraint`` attributes in the CSM file. +* Loads - for static problems ``GridForce`` and ``Pressure`` load objects are available whose names must match the ``capsLoad`` attributes. +Note that for aerodynamic structures only coupling with a CFD software such as through the ``FUNtoFEM repo (see below`` can setup aerodynamic loads. +* Output Functionals for optimization - functionals such as ``ksfailure``, ``mass``, ``temperature``, ``compliance`` +are available for use in structural optimizations. + +Once all of the above structural analysis setup objects are provided, the TacsModel is ready for analysis. You can +then run the setup method which completes the setup phase. Then, the routines ``pre_analysis()`` generates a mesh, +the routine ``run_analysis`` runs the structural analysis and writes output solution files. +Finally the routine ``post_analysis()`` saves output functional values and derivatives using the adjoint method for optimization. + +.. code-block:: python + + tacs_model.setup(include_aim=True) + tacs_model.pre_analysis() + tacs_model.run_analysis() + tacs_model.post_analysis() + +Examples +******** +The main caps2tacs example is in the directory ``./examples/caps_wing/``, with five analyses +on a coarse mesh of a symmetric NACA 0012 wing structure. +1. A steady analysis, using the EGADS AIM for meshing, with a vertical distributed load. +2. An unsteady analysis with a vertical distributed load varying sinusoidally in time. +3. A sizing optimization which finds the optimal panel thicknesses to hold fixed aero loads. +4. A sizing and shape optimization which optimizes the panel thicknesses and location of ribs +and spars inside the wing to hold fixed aero loads. +5. A steady analysis, using the AFLR AIM for meshing, with a vertical distributed load. + +The sizing optimization shown below resulted in about a 40\% drop in weight from the equal thickness design. Notice +the optimal design has the largest panel thicknesses near the root as this is related to a beam bending problem +with clamped root. + +.. image:: images/c2tacs1.png + :width: 400 + :alt: Sizing optimization history - results in about a 40\% drop in weight from the equal thickness design. + +.. image:: images/c2tacs2.png + :width: 400 + :alt: Optimal design from the sizing optimization. + +The optimization results for the sizing + shape optimization are shown below, which resulted in a 27\% drop in weight +from the optimal design of the sizing optimization. This suggests that the placement of ribs and spars is very important +in designing a good wing structure. In this case, the spars move towards the leading edge with higher curvature. + +.. image:: images/c2tacs3.png + :width: 400 + :alt: Sizing + Shape optimization history - results in about a 27\% drop in weight from the pure sizing optimal design. + +.. image:: images/c2tacs4.png + :width: 400 + :alt: Optimal design from the sizing + shape optimization, notice the optimal placement of ribs and spars to hold the vertical distributed loads. + +For more examples using caps2tacs for thermoelastic analysis and involving CFD, please see the +`FUNtoFEM github `_. + +Testing +******* +Two different unittests can be used to verify your build of ESP/CAPS and TACS is working correctly. The unittests +are located at ``tests/integration_tests/test_caps_shape_derivatives.py`` and ``tests/integration_tests/test_caps_thick_derivatives.py``. \ No newline at end of file diff --git a/docs/source/interfaces.rst b/docs/source/interfaces.rst index 5bff60c33..7db97fc13 100644 --- a/docs/source/interfaces.rst +++ b/docs/source/interfaces.rst @@ -9,4 +9,5 @@ These two methods are documented below. :maxdepth: 1 core/TACS - pytacs/pytacs \ No newline at end of file + pytacs/pytacs + caps2tacs/caps2tacs \ No newline at end of file diff --git a/tacs/caps2tacs/materials.py b/tacs/caps2tacs/materials.py index 9cb1a392d..9241fbabd 100644 --- a/tacs/caps2tacs/materials.py +++ b/tacs/caps2tacs/materials.py @@ -180,6 +180,20 @@ def aluminum(cls): cp=903, kappa=237, ) + + @classmethod + def titanium(cls): + return cls( + name="titanium", + E=120e9, + nu=0.361, + rho=4.51e3, + T1=2.4e7, + C1=2.4e7, + alpha=8.41e-6, + cp=522.3, + kappa=11.4, + ) @classmethod def steel(cls):