From 7634f4439275151acd3d5f83297bfa908cedaae7 Mon Sep 17 00:00:00 2001 From: Dag Pasca Date: Wed, 22 Jan 2025 19:16:25 +0100 Subject: [PATCH] feat: uncertainty calculation; fix: various fix --- .DS_Store | Bin 0 -> 6148 bytes .virtual_documents/Examples/Example1.ipynb | 93 ++ CHANGELOG.md | 17 +- Examples/Example1.ipynb | 56 +- Examples/Example2.ipynb | 112 +- Examples/Example3.ipynb | 139 +-- Examples/Example4.ipynb | 77 +- README.md | 37 +- docs/Example1 - Getting started.rst | 8 +- docs/Example2 - Real dataset.rst | 2 +- docs/Example3 - Multisetup PoSER.rst | 6 +- docs/Example4 - Multisetup PreGER.rst | 2 +- docs/docu/2_2 Algo_ssi.rst | 4 +- docs/docu/3_4 result module.rst | 2 + docs/docu/3_5 run_param module.rst | 2 + docs/docu/4_2 gen.rst | 7 +- docs/docu/4_3 ssi.rst | 1 - docs/docu/4_4 plot.rst | 7 + docs/index.rst | 15 +- src/.DS_Store | Bin 0 -> 6148 bytes src/pyoma2/.DS_Store | Bin 0 -> 6148 bytes src/pyoma2/algorithms/.DS_Store | Bin 0 -> 6148 bytes src/pyoma2/algorithms/data/result.py | 174 ++-- src/pyoma2/algorithms/data/run_params.py | 60 +- src/pyoma2/algorithms/fdd.py | 8 +- src/pyoma2/algorithms/plscf.py | 24 +- src/pyoma2/algorithms/ssi.py | 199 ++-- src/pyoma2/functions/gen.py | 113 +- src/pyoma2/functions/plot.py | 981 ++++++++++++------ src/pyoma2/functions/ssi.py | 937 +++++++++-------- src/pyoma2/setup/multi.py | 8 +- src/pyoma2/support/.DS_Store | Bin 0 -> 6148 bytes .../support/geometry/pyvista_plotter.py | 81 +- 33 files changed, 1843 insertions(+), 1329 deletions(-) create mode 100644 .DS_Store create mode 100644 .virtual_documents/Examples/Example1.ipynb create mode 100644 src/.DS_Store create mode 100644 src/pyoma2/.DS_Store create mode 100644 src/pyoma2/algorithms/.DS_Store create mode 100644 src/pyoma2/support/.DS_Store diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..6b6f3ce9d9c1432da720724eed06d80ffb264f0a GIT binary patch literal 6148 zcmeHKy-vem3_Q~gkytu1ey_kAL{<9)ya3R`R8&NS#F&lO=KNDs^p%wXohAE{i|tRj zA&vpq`h9;3tN;vjM|^td&7Zq>c2&%RXwl;p2RvcgPrE~xeVOpu0b6|F0WUbKe>@(e z#{v`Hu=AEq@f;NOOzuQoZZ1{|NC7Dz1*Cu!=oIi-N*k^d6{Ua_kOJQd`1hgF9mm2s zF+Lp(u>ug6q{Da}y9BX0K^zO`L^3qXQeu``tr(W&zz-!)p1kI@xMNu{fRm zTcpFrL`5ke1%4{vyEkp+^M6bKW&iganG}!$|5O26ZtgZ~zFf`L?lpbZHu^pNWXz3p mh8V@f7{$EtQG9cj*Zi8#$HF-=%E?DLQ9lB%i%bgqg#ur;_#ONJ literal 0 HcmV?d00001 diff --git a/.virtual_documents/Examples/Example1.ipynb b/.virtual_documents/Examples/Example1.ipynb new file mode 100644 index 0000000..cea8e99 --- /dev/null +++ b/.virtual_documents/Examples/Example1.ipynb @@ -0,0 +1,93 @@ + + + + + + +import os +import sys +import numpy as np +# Add the directory we executed the script from to path: +sys.path.insert(0, os.path.realpath('__file__')) + +# import the function to generate the example dataset +from pyoma2.functions.gen import example_data + +# generate example data and results +data, ground_truth = example_data() + +# Print the exact results +np.set_printoptions(precision=3) +print(f"the natural frequencies are: {ground_truth[0]} \n") +print(f"the damping is: {ground_truth[2]} \n") +print("the (column-wise) mode shape matrix: \n" +f"{ground_truth[1]} \n") + + + + + +from pyoma2.setup.single import SingleSetup + +simp_5dof = SingleSetup(data, fs=600) + + + + + +# Decimate the data by factor 10 +simp_5dof.decimate_data(q=20) + + + + + +from pyoma2.algorithms.fdd import FDD +from pyoma2.algorithms.ssi import SSIdat + +# Initialise the algorithms +fdd = FDD(name="FDD", nxseg=1024, method_SD="cor") +ssidat = SSIdat(name="SSIdat", br=30, ordmax=30) + +# Add algorithms to the class +simp_5dof.add_algorithms(fdd, ssidat) + +# run +simp_5dof.run_all() + + + + + +# plot singular values of the spectral density matrix +_, _ = fdd.plot_CMIF(freqlim=(0,8)) + +# plot the stabilisation diagram +_, _ = ssidat.plot_stab(freqlim=(0,10),hide_poles=False) + + + + + +# get the modal parameters with the interactive plot +# simp_ex.mpe_from_plot("SSIdat", freqlim=(0,10)) + +# or manually +simp_5dof.mpe("SSIdat", sel_freq=[0.89, 2.598, 4.095, 5.261, 6.], order="find_min") + + + + + +# dict of results +ssidat_res = dict(ssidat.result) + +from pyoma2.functions.plot import plot_mac_matrix + +# print the results +print(f"order out: {ssidat_res['order_out']} \n") +print(f"the natural frequencies are: {ssidat_res['Fn']} \n") +print(f"the dampings are: {ssidat_res['Xi']} \n") +print("the (column-wise) mode shape matrix:") +print(f"{ssidat_res['Phi'].real} \n") +_, _ = plot_mac_matrix(ssidat_res['Phi'].real, ground_truth[1]) diff --git a/CHANGELOG.md b/CHANGELOG.md index 9c195f9..7b37cc0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,15 +7,30 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +### Fixed + +- uncertainty calculations for SSI algorithm +- animation problem in pyvista +- small fix (moved ax.grid()) in plt_data +- updated docs + ### Changed - Renamed `anim_mode_g2` to `anim_mode_geo2` in `GeometryMixin` class - Updated hierarchy for results and run_params classes -- enhanced `fdd.plot_EFDDfit` error log +- Renamed `plot_cluster()` method to `plot_freqvsdamp()` +- SSI functions and classes re-organization: + - `cov_mm`method renamed to `cov` + - removed `ac2mp` function + - Hard criteria on MPC and MPD splitted + - HC on damping and on complex conjugate included into `SSI_poles`function + - order for run_param renamed to `order_in` + - Renamed uncertanties component from `xxx_cov`to `xxx_std` ### Added - pre commit in github workflow +- clustering plotting functions to plot.py ## [1.0.0] - 2024-09-12 diff --git a/Examples/Example1.ipynb b/Examples/Example1.ipynb index 2c12b57..5f4200c 100644 --- a/Examples/Example1.ipynb +++ b/Examples/Example1.ipynb @@ -82,7 +82,7 @@ "source": [ "from pyoma2.setup.single import SingleSetup\n", "\n", - "simp_5dof = SingleSetup(data, fs=200)" + "simp_5dof = SingleSetup(data, fs=600)" ] }, { @@ -100,8 +100,8 @@ "metadata": {}, "outputs": [], "source": [ - "# Decimate the data by factor 10\n", - "simp_5dof.decimate_data(q=10)" + "# Decimate the data\n", + "simp_5dof.decimate_data(q=30)" ] }, { @@ -122,14 +122,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "2024-09-10 00:49:21,114 - pyoma2.setup.base - INFO - Running FDD... (base:123)\n", - "2024-09-10 00:49:21,146 - pyoma2.setup.base - INFO - Running SSIdat... (base:123)\n", - "2024-09-10 00:49:21,151 - pyoma2.functions.ssi - INFO - Assembling Hankel matrix method: dat... (ssi:82)\n", - "2024-09-10 00:49:21,564 - pyoma2.functions.ssi - INFO - SSI for increasing model order... (ssi:359)\n", - "100%|██████████| 31/31 [00:00<00:00, 6489.49it/s]\n", - "2024-09-10 00:49:21,579 - pyoma2.functions.ssi - INFO - Calculating modal parameters... (ssi:531)\n", - "100%|██████████| 30/30 [00:00<00:00, 1492.51it/s]\n", - "2024-09-10 00:49:21,764 - pyoma2.setup.base - INFO - all done (base:102)\n" + "2025-01-22 19:21:55,424 - pyoma2.setup.base - INFO - Running FDD... (base:123)\n", + "2025-01-22 19:21:55,434 - pyoma2.setup.base - INFO - Running SSIdat... (base:123)\n", + "2025-01-22 19:21:55,435 - pyoma2.functions.ssi - INFO - Assembling Hankel matrix method: dat... (ssi:82)\n", + "2025-01-22 19:21:55,565 - pyoma2.functions.ssi - INFO - SSI for increasing model order... (ssi:319)\n", + "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 31/31 [00:00<00:00, 16701.79it/s]\n", + "2025-01-22 19:21:55,582 - pyoma2.functions.ssi - INFO - Calculating modal parameters for increasing model order... (ssi:484)\n", + "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 31/31 [00:00<00:00, 4832.51it/s]\n", + "2025-01-22 19:21:55,622 - pyoma2.setup.base - INFO - all done (base:102)\n" ] } ], @@ -164,7 +164,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", 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", 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" ] @@ -196,7 +196,7 @@ "id": "53dce485-7d8d-4716-8bc2-fd6891da585f", "metadata": {}, "source": [ - "We can get the modal parameters with the help of an interactive plot calling the ```mpe_from_plot method()```, or we can get the results \"manually\" with the ```MPE()``` method." + "We can get the modal parameters with the help of an interactive plot calling the ```mpe_from_plot()``` method, or we can get the results \"manually\" with the ```mpe()``` method." ] }, { @@ -209,8 +209,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "2024-09-10 00:49:22,534 - pyoma2.setup.base - INFO - Getting mpe modal parameters from SSIdat (base:149)\n", - "2024-09-10 00:49:22,539 - pyoma2.functions.ssi - INFO - Extracting SSI modal parameters (ssi:866)\n" + "2025-01-22 19:21:55,785 - pyoma2.setup.base - INFO - Getting mpe modal parameters from SSIdat (base:149)\n", + "2025-01-22 19:21:55,785 - pyoma2.functions.ssi - INFO - Extracting SSI modal parameters (ssi:887)\n" ] } ], @@ -219,7 +219,7 @@ "# simp_ex.mpe_from_plot(\"SSIdat\", freqlim=(0,10))\n", "\n", "# or manually\n", - "simp_5dof.mpe(\"SSIdat\", sel_freq=[0.89, 2.598, 4.095, 5.261, 6.], order=\"find_min\")" + "simp_5dof.mpe(\"SSIdat\", sel_freq=[0.89, 2.598, 4.095, 5.261, 6.], order_in=\"find_min\")" ] }, { @@ -227,7 +227,7 @@ "id": "b721c477-cf2a-4381-801a-996d58f7cd52", "metadata": {}, "source": [ - "Now we can access all the results and compare them to the exact values" + "Now we can access all the results and compare them to the exact values." ] }, { @@ -240,24 +240,24 @@ "name": "stdout", "output_type": "stream", "text": [ - "order out: 17 \n", + "order out: 16 \n", "\n", - "the natural frequencies are: [0.891 2.596 4.097 5.263 5.998] \n", + "the natural frequencies are: [0.889 2.601 4.096 5.275 6.031] \n", "\n", - "the dampings are: [0.022 0.019 0.025 0.019 0.019] \n", + "the dampings are: [0.028 0.018 0.018 0.024 0.022] \n", "\n", "the (column-wise) mode shape matrix:\n", - "[[ 0.312 0.773 1. 0.926 0.537]\n", - " [ 0.545 1. 0.279 -0.762 -0.912]\n", - " [ 0.774 0.541 -0.912 -0.283 1. ]\n", - " [ 0.985 -0.285 -0.534 1. -0.738]\n", - " [ 1. -0.942 0.749 -0.544 0.279]] \n", + "[[ 0.266 0.814 1. 0.915 0.566]\n", + " [ 0.682 1. 0.235 -0.728 -0.959]\n", + " [ 0.846 0.556 -0.847 -0.308 1. ]\n", + " [ 1. -0.322 -0.524 1. -0.828]\n", + " [ 0.92 -0.895 0.812 -0.565 0.264]] \n", "\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -298,7 +298,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.14" + "version": "3.10.15" } }, "nbformat": 4, diff --git a/Examples/Example2.ipynb b/Examples/Example2.ipynb index 85cb8a8..5344875 100644 --- a/Examples/Example2.ipynb +++ b/Examples/Example2.ipynb @@ -32,7 +32,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "2024-09-12 13:34:16,121 - pyoma2.support.utils.sample_data - INFO - Palisaden_dataset.npy already exists locally. (sample_data:49)\n" + "2025-01-22 19:42:49,103 - pyoma2.support.utils.sample_data - INFO - Palisaden_dataset.npy already exists locally. (sample_data:49)\n" ] } ], @@ -92,8 +92,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "2024-09-12 13:34:16,184 - pyoma2.support.utils.sample_data - INFO - Geo1.xlsx already exists locally. (sample_data:49)\n", - "2024-09-12 13:34:16,197 - pyoma2.support.utils.sample_data - INFO - Geo2.xlsx already exists locally. (sample_data:49)\n" + "2025-01-22 19:42:49,119 - pyoma2.support.utils.sample_data - INFO - Geo1.xlsx already exists locally. (sample_data:49)\n", + "2025-01-22 19:42:49,119 - pyoma2.support.utils.sample_data - INFO - Geo2.xlsx already exists locally. (sample_data:49)\n" ] } ], @@ -121,21 +121,7 @@ "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "397cd7e1e51a499895b03e8a9710d9a2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Widget(value='