From 69c5e8b4052e833ef37e9eade3129051c58b9bf4 Mon Sep 17 00:00:00 2001 From: Mathew Topper Date: Thu, 12 May 2022 16:01:58 +0100 Subject: [PATCH] Add 15% TI Mycek Data (#38) This PR adds experimental data for the Mycek experiment at 15% TI. The grid convergence and comparison report scripts now include comparisons to this data and the online documentation has been updated where required. Additionally, a new method `is_equal` was added to the `CaseStudy` class to allow comparisons between `CaseStudy` objects that ignored some fields. This allows reuse of simulations where certain parameters do not affect the results, such as the frequency of generating restart files. Bump to version 0.6.1 --- .conda/recipe/meta.yaml | 2 +- README.md | 2 +- docs/_assets/gh-pages-redirect.html | 4 +- docs/conf.py | 4 +- docs/validation/comparison/report.rst | 22 ++-- docs/validation/comparison/transect_u.png | Bin 80114 -> 89845 bytes docs/validation/fm/linux/report.rst | 124 +++++++++++++++--- .../validation/fm/linux/transect_gamma0_0.png | Bin 116589 -> 116585 bytes .../validation/fm/linux/transect_gamma0_1.png | Bin 133350 -> 121411 bytes .../validation/fm/linux/transect_gamma0_2.png | Bin 0 -> 133343 bytes .../validation/fm/linux/transect_gamma0_3.png | Bin 0 -> 155942 bytes docs/validation/fm/linux/transect_u0_0.png | Bin 96834 -> 96833 bytes docs/validation/fm/linux/transect_u0_1.png | Bin 134155 -> 99469 bytes docs/validation/fm/linux/transect_u0_2.png | Bin 0 -> 134154 bytes docs/validation/fm/linux/transect_u0_3.png | Bin 0 -> 161533 bytes .../fm/linux/u_infty_convergence.png | Bin 42789 -> 42789 bytes .../fm/linux/u_wake_convergence.png | Bin 38009 -> 38009 bytes docs/validation/fm/windows/report.rst | 110 ++++++++++++++-- .../fm/windows/transect_gamma0_1.png | Bin 133343 -> 121411 bytes .../fm/windows/transect_gamma0_2.png | Bin 0 -> 133343 bytes .../fm/windows/transect_gamma0_3.png | Bin 0 -> 155933 bytes docs/validation/fm/windows/transect_u0_1.png | Bin 134093 -> 99469 bytes docs/validation/fm/windows/transect_u0_2.png | Bin 0 -> 134093 bytes docs/validation/fm/windows/transect_u0_3.png | Bin 0 -> 161552 bytes docs/validation/structured/linux/report.rst | 105 +++++++++++++-- .../structured/linux/transect_gamma0_0.png | Bin 125638 -> 125636 bytes .../structured/linux/transect_gamma0_1.png | Bin 128472 -> 126383 bytes .../structured/linux/transect_gamma0_2.png | Bin 0 -> 128466 bytes .../structured/linux/transect_gamma0_3.png | Bin 0 -> 154146 bytes .../structured/linux/transect_u0_0.png | Bin 103066 -> 103070 bytes .../structured/linux/transect_u0_1.png | Bin 127916 -> 108989 bytes .../structured/linux/transect_u0_2.png | Bin 0 -> 127914 bytes .../structured/linux/transect_u0_3.png | Bin 0 -> 157005 bytes .../structured/linux/u_infty_convergence.png | Bin 48196 -> 48200 bytes .../structured/linux/u_wake_convergence.png | Bin 43799 -> 43798 bytes examples/comparison.py | 53 +++++--- examples/grid_convergence.py | 12 +- setup.cfg | 2 +- src/snl_d3d_cec_verify/cases.py | 40 ++++-- src/snl_d3d_cec_verify/result/__init__.py | 6 +- .../result/mycek2014/11a.yaml | 2 +- .../result/mycek2014/11b.yaml | 15 +++ .../result/mycek2014/A12a_xstar5.yaml | 2 +- .../result/mycek2014/A12b_xstar5.yaml | 25 ++++ tests/test_cases.py | 8 ++ 45 files changed, 443 insertions(+), 95 deletions(-) create mode 100644 docs/validation/fm/linux/transect_gamma0_2.png create mode 100644 docs/validation/fm/linux/transect_gamma0_3.png create mode 100644 docs/validation/fm/linux/transect_u0_2.png create mode 100644 docs/validation/fm/linux/transect_u0_3.png create mode 100644 docs/validation/fm/windows/transect_gamma0_2.png create mode 100644 docs/validation/fm/windows/transect_gamma0_3.png create mode 100644 docs/validation/fm/windows/transect_u0_2.png create mode 100644 docs/validation/fm/windows/transect_u0_3.png create mode 100644 docs/validation/structured/linux/transect_gamma0_2.png create mode 100644 docs/validation/structured/linux/transect_gamma0_3.png create mode 100644 docs/validation/structured/linux/transect_u0_2.png create mode 100644 docs/validation/structured/linux/transect_u0_3.png create mode 100644 src/snl_d3d_cec_verify/result/mycek2014/11b.yaml create mode 100644 src/snl_d3d_cec_verify/result/mycek2014/A12b_xstar5.yaml diff --git a/.conda/recipe/meta.yaml b/.conda/recipe/meta.yaml index 71f5ef7..3deb3fa 100644 --- a/.conda/recipe/meta.yaml +++ b/.conda/recipe/meta.yaml @@ -1,4 +1,4 @@ -{% set version = "0.6.0" %} +{% set version = "0.6.1" %} package: name: snl-delft3d-cec-verify diff --git a/README.md b/README.md index 06511b4..8891dc8 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,7 @@ From a conda prompt create a named environment in which to install the for future updates: ``` -(base) > conda create -y -n snld3d --override-channels -c conda-forge -c dataonlygreater snl-delft3d-cec-verify=0.6.0 +(base) > conda create -y -n snld3d --override-channels -c conda-forge -c dataonlygreater snl-delft3d-cec-verify=0.6.1 (base) > conda activate snld3d (snld3d) > conda config --env --add channels conda-forge --add channels dataonlygreater (snld3d) > conda config --env --set channel_priority strict diff --git a/docs/_assets/gh-pages-redirect.html b/docs/_assets/gh-pages-redirect.html index 1b213ca..5242cf5 100644 --- a/docs/_assets/gh-pages-redirect.html +++ b/docs/_assets/gh-pages-redirect.html @@ -3,7 +3,7 @@ Redirecting to latest version - - + + diff --git a/docs/conf.py b/docs/conf.py index 32eec82..3f39ee4 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -25,7 +25,7 @@ author = 'Mathew Topper' # The full version, including alpha/beta/rc tags -release = '0.6.0' +release = '0.6.1' # -- General configuration --------------------------------------------------- @@ -57,7 +57,7 @@ smv_remote_whitelist = r'^(origin)$' smv_tag_whitelist = r'^v(\d+\.\d+\.\d+)$' # r'^v(?!0.4.0|0.4.1|0.4.2)\d+\.\d+\.\d+$' smv_released_pattern = r'^refs/tags/.*$' -smv_latest_version = 'v0.6.0' +smv_latest_version = 'v0.6.1' # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] diff --git a/docs/validation/comparison/report.rst b/docs/validation/comparison/report.rst index 1e7f97a..fc61c7a 100644 --- a/docs/validation/comparison/report.rst +++ b/docs/validation/comparison/report.rst @@ -62,24 +62,26 @@ acceleration around the edges of the turbine of the structured model. structured and fm models Comparing the non-dimensional centerline velocities alongside the -experimental data (published in (Mycek et al. 2014)) in fig. 4, confirms -the behavior in the near and far wake shown in fig. 3. Generally, the -structured model performs better in the near wake compared to the -experimental data, however the performance in the far wake is better for -the FM model, where the wake has decayed less. Nonetheless, neither -model captures the experimental measurements well for the whole -centerline. +experimental data (published in (Mycek et al. 2014)) for two turbulence +intensity (TI) levels, in fig. 4, confirms the behavior in the near and +far wake shown in fig. 3. Generally, the structured model performs +better in the near wake compared to the experimental data. In the far +wake, the FM model better repesents the 3% TI experimental data, and the +structured model matches better to the 15% TI experimental data. +Nonetheless, neither model captures the experimental measurements well +for the whole centerline. Note that the TI within the Delft3D +simulations is between 5% and 6%. .. figure:: transect_u.png :alt: Figure 4: Comparison of the normalised turbine centerline velocity. Experimental data reverse engineered from (Mycek et al. - 2014, fig. 11a). + 2014, fig. 11a & 11b). :name: fig:transect_u - :width: 4in + :width: 5.5in Figure 4: Comparison of the normalised turbine centerline velocity. 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a/docs/validation/fm/windows/report.rst +++ b/docs/validation/fm/windows/report.rst @@ -9,10 +9,14 @@ grid resolution, of 0.0625m, achieved an asymptotic ratio of 1.032 (asymptotic range is indicated by a value :math:`\approx 1`). At zero grid resolution, the normalised velocity deficit measured 1.2 diameters downstream from the turbine was 35.85%, a 28.18% error against the -measured value of 49.92%. For the centreline velocity transect, the root -mean square error at the lowest grid resolution was 0.1954. For the -axial velocity at :math:`x^*=5` transect, the root mean square error at -the lowest grid resolution was 0.1167. +measured value of 49.92%. For the centreline velocity (3% TI) transect, +the root mean square error at the lowest grid resolution was 0.1954. For +the centreline velocity (15% TI) transect, the root mean square error at +the lowest grid resolution was 0.1172. For the axial velocity at +:math:`x^*=5` (3% TI) transect, the root mean square error at the lowest +grid resolution was 0.1167. For the axial velocity at :math:`x^*=5` (15% +TI) transect, the root mean square error at the lowest grid resolution +was 0.06263. Grid Convergence Studies ------------------------ @@ -41,7 +45,8 @@ fine-grid GCI of 1.0% is 0.2808m. ============== ======= ================ =========== .. figure:: u_infty_convergence.png - :alt: Free stream velocity error against value at zero grid resolution per grid resolution + :alt: Free stream velocity error against value at zero grid + resolution per grid resolution :width: 3.64in Free stream velocity error against value at zero grid resolution per @@ -73,7 +78,8 @@ GCI of 1.0% is 0.03873m. ============== ======= ================ ========= .. figure:: u_wake_convergence.png - :alt: Wake velocity error against value at zero grid resolution per grid resolution + :alt: Wake velocity error against value at zero grid resolution per + grid resolution :width: 3.64in Wake velocity error against value at zero grid resolution per grid @@ -93,8 +99,8 @@ This section presents axial velocity transects along the turbine centreline and at cross-sections along the :math:`y`-axis. Errors are reported relative to the experimental data given in (Mycek et al. 2014). -Centreline velocity -~~~~~~~~~~~~~~~~~~~ +Centreline velocity (3% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~ The root mean square error (RMSE) for this transect at the finest grid resolution of 0.0625m was 0.1954. @@ -132,8 +138,47 @@ resolution of 0.0625m was 0.1954. resolution comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. 11a). -Axial velocity at :math:`x^*=5` -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Centreline velocity (15% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The root mean square error (RMSE) for this transect at the finest grid +resolution of 0.0625m was 0.1172. + +.. table:: Root mean square error (RMSE) for the normalised velocity, + :math:`u^*_0`, per grid resolution. + + ============== ======== + resolution (m) RMSE + ============== ======== + 1 0.212807 + 0.5 0.149742 + 0.25 0.106792 + 0.125 0.10218 + 0.0625 0.117195 + ============== ======== + +.. figure:: transect_u0_1.png + :alt: Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. 11b). + :width: 5.68in + + Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. 11b). + +.. figure:: transect_gamma0_1.png + :alt: Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. 11b). + :width: 5.68in + + Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. 11b). + +Axial velocity at :math:`x^*=5` (3% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The root mean square error (RMSE) for this transect at the finest grid resolution of 0.0625m was 0.1167. @@ -151,7 +196,7 @@ resolution of 0.0625m was 0.1167. 0.0625 0.116704 ============== ======== -.. figure:: transect_u0_1.png +.. figure:: transect_u0_2.png :alt: Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. A12a). @@ -161,10 +206,49 @@ resolution of 0.0625m was 0.1167. comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. A12a). -.. figure:: transect_gamma0_1.png +.. figure:: transect_gamma0_2.png + :alt: Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. A12a). + :width: 5.68in + + Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. A12a). + +Axial velocity at :math:`x^*=5` (15% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The root mean square error (RMSE) for this transect at the finest grid +resolution of 0.0625m was 0.06263. + +.. table:: Root mean square error (RMSE) for the normalised velocity, + :math:`u^*_0`, per grid resolution. + + ============== ========= + resolution (m) RMSE + ============== ========= + 1 0.0609747 + 0.5 0.0330307 + 0.25 0.0432415 + 0.125 0.053325 + 0.0625 0.0626312 + ============== ========= + +.. figure:: transect_u0_3.png + :alt: Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. A12a). + :width: 5.68in + + Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. A12a). + +.. figure:: transect_gamma0_3.png :alt: Normalised velocity deficit, :math:`\gamma_0`, (%) per grid resolution comparison. Experimental data reverse engineered from - (Mycek et al. 2014, fig. A12a). + (Mycek et al. 2014, fig. 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At zero grid resolution, the normalised velocity deficit measured 1.2 diameters downstream from the turbine was 43.04%, a 13.78% error against the -measured value of 49.92%. For the centreline velocity transect, the root -mean square error at the lowest grid resolution was 0.2004. For the -axial velocity at :math:`x^*=5` transect, the root mean square error at -the lowest grid resolution was 0.1232. +measured value of 49.92%. For the centreline velocity (3% TI) transect, +the root mean square error at the lowest grid resolution was 0.2004. For +the centreline velocity (15% TI) transect, the root mean square error at +the lowest grid resolution was 0.09075. For the axial velocity at +:math:`x^*=5` (3% TI) transect, the root mean square error at the lowest +grid resolution was 0.1232. For the axial velocity at :math:`x^*=5` (15% +TI) transect, the root mean square error at the lowest grid resolution +was 0.05688. Grid Convergence Studies ------------------------ @@ -28,8 +32,7 @@ resolution is 0.8046m/s. The grid resolution required for a fine-grid GCI of 1.0% is 0.03862m. .. table:: Free stream velocity (:math:`U_\infty`) per grid resolution - with computational cells and error against value at zero grid - resolution + with computational cells and error against value at zero grid resolution ============== ======= ================ ========== resolution (m) # cells :math:`U_\infty` error @@ -96,8 +99,8 @@ This section presents axial velocity transects along the turbine centreline and at cross-sections along the :math:`y`-axis. Errors are reported relative to the experimental data given in (Mycek et al. 2014). -Centreline velocity -~~~~~~~~~~~~~~~~~~~ +Centreline velocity (3% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~ The root mean square error (RMSE) for this transect at the finest grid resolution of 0.0625m was 0.2004. @@ -135,8 +138,47 @@ resolution of 0.0625m was 0.2004. resolution comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. 11a). -Axial velocity at :math:`x^*=5` -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Centreline velocity (15% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The root mean square error (RMSE) for this transect at the finest grid +resolution of 0.0625m was 0.09075. + +.. table:: Root mean square error (RMSE) for the normalised velocity, + :math:`u^*_0`, per grid resolution. + + ============== ========= + resolution (m) RMSE + ============== ========= + 1 0.203884 + 0.5 0.136543 + 0.25 0.0818053 + 0.125 0.101083 + 0.0625 0.0907545 + ============== ========= + +.. figure:: transect_u0_1.png + :alt: Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. 11b). + :width: 5.68in + + Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. 11b). + +.. figure:: transect_gamma0_1.png + :alt: Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. 11b). + :width: 5.68in + + Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. 11b). + +Axial velocity at :math:`x^*=5` (3% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The root mean square error (RMSE) for this transect at the finest grid resolution of 0.0625m was 0.1232. @@ -154,7 +196,7 @@ resolution of 0.0625m was 0.1232. 0.0625 0.123211 ============== ======== -.. figure:: transect_u0_1.png +.. figure:: transect_u0_2.png :alt: Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. A12a). @@ -164,7 +206,46 @@ resolution of 0.0625m was 0.1232. comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. A12a). -.. figure:: transect_gamma0_1.png +.. figure:: transect_gamma0_2.png + :alt: Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. A12a). + :width: 5.68in + + Normalised velocity deficit, :math:`\gamma_0`, (%) per grid + resolution comparison. Experimental data reverse engineered from + (Mycek et al. 2014, fig. A12a). + +Axial velocity at :math:`x^*=5` (15% TI) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The root mean square error (RMSE) for this transect at the finest grid +resolution of 0.0625m was 0.05688. + +.. table:: Root mean square error (RMSE) for the normalised velocity, + :math:`u^*_0`, per grid resolution. + + ============== ========= + resolution (m) RMSE + ============== ========= + 1 0.0474432 + 0.5 0.0520709 + 0.25 0.0470542 + 0.125 0.0609816 + 0.0625 0.056879 + ============== ========= + +.. figure:: transect_u0_3.png + :alt: Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. A12a). + :width: 5.68in + + Normalised velocity, :math:`u^*_0`, (m/s) per grid resolution + comparison. Experimental data reverse engineered from (Mycek et al. + 2014, fig. A12a). + +.. figure:: transect_gamma0_3.png :alt: Normalised velocity deficit, :math:`\gamma_0`, (%) per grid resolution comparison. Experimental data reverse engineered from (Mycek et al. 2014, fig. 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z@GK?>cS??8lW1UJflf_L1zsN77zwUn1h!xYezVIU5=Z(hrk9_s;@R4X3+s!23PF}M z;FnO_XgU*hxS-^Gy}X{x%v=yJU$pfBR$6}-N<0@plZS4Wz78AOpoaiogXMnUi!1m6 u1M5ys5y>}awep*s;-bEs;7VEbMd_Y!jzml5<7(sf0Mha7&kXwuxBdev%O_d@ diff --git a/examples/comparison.py b/examples/comparison.py index 7b67c16..86113a5 100644 --- a/examples/comparison.py +++ b/examples/comparison.py @@ -82,20 +82,20 @@ def main(grid_resolution, omp_num_threads): if no_turb_dir is not None: try: - result = Result(no_turb_dir) print("Loading pre-existing simulation at path " f"'{no_turb_dir}'") + result = Result(no_turb_dir) except FileNotFoundError: pass if result is None: no_turb_dir = get_unique_dir(run_directory) - + if d3d_bin_path is None: - d3d_bin_path = get_env(bin_var) print(f'Setting {template_type} bin folder path to ' f'{d3d_bin_path}') + d3d_bin_path = get_env(bin_var) print(f"Simulating {template_type} model without turbine") @@ -126,8 +126,8 @@ def main(grid_resolution, omp_num_threads): if turb_dir is not None: try: - result = Result(turb_dir) print(f"Loading pre-existing simulation at path '{turb_dir}'") + result = Result(turb_dir) except FileNotFoundError: pass @@ -136,9 +136,9 @@ def main(grid_resolution, omp_num_threads): turb_dir = get_unique_dir(run_directory) if d3d_bin_path is None: - d3d_bin_path = get_env(bin_var) print(f'Setting {template_type} bin folder path to ' f'{d3d_bin_path}') + d3d_bin_path = get_env(bin_var) print(f"Simulating {template_type} model with turbine") @@ -305,21 +305,27 @@ def main(grid_resolution, omp_num_threads): width="3.64in") # Centerline velocity - transect = validate[0] - transect_fm = results["fm"].faces.extract_z(-1, **transect) - transect_structured = results["structured"].faces.extract_z(-1, **transect) - transect_true = transect.to_xarray() + transect3 = validate[0] + transect15 = validate[1] + + transect_fm = results["fm"].faces.extract_z(-1, **transect3) + transect_structured = results["structured"].faces.extract_z(-1, + **transect3) + transect3_true = transect3.to_xarray() + transect15_true = transect15.to_xarray() transect_fm_unorm = get_normalised_data(transect_fm["$u$"], u_infty["fm"]) transect_structured_unorm = get_normalised_data(transect_structured["$u$"], u_infty["structured"]) - transect_true_unorm = get_normalised_data(transect_true, 0.8) + transect3_true_unorm = get_normalised_data(transect3_true, 0.8) + transect15_true_unorm = get_normalised_data(transect15_true, 0.8) fig, ax = plt.subplots(figsize=(4, 2.75), dpi=300) transect_fm_unorm.plot(ax=ax, x="$x$", label='fm') transect_structured_unorm.plot(ax=ax, x="$x$", label='structured') - transect_true_unorm.plot(ax=ax, x="$x$", label='experiment') - ax.legend() + transect3_true_unorm.plot(ax=ax, x="$x$", label='experiment (3% TI)') + transect15_true_unorm.plot(ax=ax, x="$x$", label='experiment (15% TI)') + ax.legend(bbox_to_anchor=(1.04, 1), loc="upper left") ax.grid() ax.set_title("") @@ -330,24 +336,28 @@ def main(grid_resolution, omp_num_threads): fig_label_transect = f"fig:{plot_name}" text = ("Comparing the non-dimensional centerline velocities alongside " - "the experimental data (published in [@mycek2014]) in " + "the experimental data (published in [@mycek2014]) for two " + "turbulence intensity (TI) levels, in " f"[@{fig_label_transect}], confirms the behavior in the near and " f"far wake shown in [@{fig_label_diffu}]. Generally, the " "structured model performs better in the near wake compared to " - "the experimental data, however the performance in the far wake " - "is better for the FM model, where the wake has decayed less. " + "the experimental data. In the far wake, the FM model better " + "repesents the 3% TI experimental data, and the structured model " + "matches better to the 15\% TI experimental data. " "Nonetheless, neither model captures the experimental " - "measurements well for the whole centerline.") + "measurements well for the whole centerline. Note that the " + "TI within the Delft3D simulations is between 5\% and 6\%.") report.content.add_text(text) # Add figure with caption caption = ("Comparison of the normalised turbine centerline velocity. " - "Experimental data reverse engineered from [@mycek2014, fig. " - f"{transect.attrs['figure']}].") + "Experimental data reverse engineered from [@mycek2014, figs. " + f"{transect3.attrs['figure']} \& " + f"{transect15.attrs['figure']}].") report.content.add_image(plot_file_name, caption, label=fig_label_transect, - width="4in") + width="5.5in") # Radial velocity section = "Radial Velocity Comparison" @@ -503,10 +513,13 @@ def find_project_dir(path, case): path = Path(path) files = list(Path(path).glob("**/case.yaml")) + ignore_fields = ["stats_interval", + "restart_interval"] for file in files: test = MycekStudy.from_yaml(file) - if test == case: return file.parent + if test.is_equal(case, ignore_fields): + return file.parent return None diff --git a/examples/grid_convergence.py b/examples/grid_convergence.py index 081e795..d95e1a4 100644 --- a/examples/grid_convergence.py +++ b/examples/grid_convergence.py @@ -244,6 +244,8 @@ def main(template_type, max_experiments, omp_num_threads): transect_summary = "" n_transects = len(global_validate) + lower_first = lambda s: s[:1].lower() + s[1:] if s else '' + for i, transect in enumerate(global_validate): description = transect.attrs['description'] @@ -252,8 +254,9 @@ def main(template_type, max_experiments, omp_num_threads): transect_rmse = transect_df.iloc[-1, 1] transect_summary += ( - f"For the {description.lower()} transect, the root mean square " - f"error at the lowest grid resolution was {transect_rmse:.4g}.") + f"For the {lower_first(description)} transect, the root mean " + "square error at the lowest grid resolution was " + f"{transect_rmse:.4g}.") if (i + 1) < n_transects: transect_summary += " " @@ -470,10 +473,13 @@ def find_project_dir(path, case): path = Path(path) files = list(Path(path).glob("**/case.yaml")) + ignore_fields = ["stats_interval", + "restart_interval"] for file in files: test = MycekStudy.from_yaml(file) - if test == case: return file.parent + if test.is_equal(case, ignore_fields): + return file.parent return None diff --git a/setup.cfg b/setup.cfg index 70f2e3c..4cbbacc 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,6 +1,6 @@ [metadata] name = SNL-Delft3D-CEC-Verify -version = 0.6.0 +version = 0.6.1 author = Mathew Topper author_email = mathew.topper@dataonlygreater.com description = Automated verification of SNL-Delft3D-CEC based on the 2014 Mycek experiment diff --git a/src/snl_d3d_cec_verify/cases.py b/src/snl_d3d_cec_verify/cases.py index 4f5f761..09b4812 100644 --- a/src/snl_d3d_cec_verify/cases.py +++ b/src/snl_d3d_cec_verify/cases.py @@ -2,7 +2,7 @@ from __future__ import annotations -from typing import Any, List, Optional, Type, TypeVar, Union +from typing import Any, Iterable, List, Optional, Type, TypeVar, Union from collections.abc import Sequence from dataclasses import asdict, dataclass, field, fields @@ -220,23 +220,32 @@ def to_yaml(self, path: StrOrPath): with open(path, 'w') as yamlfile: dump(data, yamlfile, Dumper=Dumper) - def _single_index_check(self, index: int): - if index not in [0, -1]: raise IndexError("index out of range") - - def _multi_index_check(self, index: int): - length = len(self) - if not (-1 * length <= index <= length - 1): - raise IndexError("index out of range") - - def __eq__(self, other: object) -> bool: + def is_equal(self, other: object, + ignore_fields: Optional[Iterable[str]] = None) -> bool: + """Test equality of another object + + Use the ``ignore_fields`` argument to ignore fields when comparing + :class:`.CaseStudy` objects: + + >>> case = CaseStudy(dx=1) + >>> other = CaseStudy(dx=2) + >>> other.is_equal(case, ignore_fields=["dx"]) + True + + :param other: the object to test for equality + :param ignore_fields: a sequence of field names to ignore + """ if not isinstance(other, CaseStudy): return NotImplemented + if ignore_fields is None: ignore_fields = [] other_dict = asdict(other) for f, v in zip(self.fields, self.values): + if f in ignore_fields: continue + other_v = other_dict[f] if isinstance(v, Sequence): @@ -246,6 +255,17 @@ def __eq__(self, other: object) -> bool: return True + def _single_index_check(self, index: int): + if index not in [0, -1]: raise IndexError("index out of range") + + def _multi_index_check(self, index: int): + length = len(self) + if not (-1 * length <= index <= length - 1): + raise IndexError("index out of range") + + def __eq__(self, other: object) -> bool: + return self.is_equal(other) + def __getitem__(self, item: int) -> CaseStudy: return self.get_case(item) diff --git a/src/snl_d3d_cec_verify/result/__init__.py b/src/snl_d3d_cec_verify/result/__init__.py index 23a0d87..9b595c2 100644 --- a/src/snl_d3d_cec_verify/result/__init__.py +++ b/src/snl_d3d_cec_verify/result/__init__.py @@ -286,8 +286,10 @@ class Validate(): >>> validate = Validate() >>> print(validate) - Validate(0: Centreline velocity - 1: Axial velocity at $x^*=5$) + Validate(0: Centreline velocity (3\% TI) + 1: Centreline velocity (15\% TI) + 2: Axial velocity at $x^*=5$ (3\% TI) + 3: Axial velocity at $x^*=5$ (15\% TI)) >>> validate[0].to_xarray() #doctest: +ELLIPSIS diff --git a/src/snl_d3d_cec_verify/result/mycek2014/11a.yaml b/src/snl_d3d_cec_verify/result/mycek2014/11a.yaml index 7aa95e5..9586774 100644 --- a/src/snl_d3d_cec_verify/result/mycek2014/11a.yaml +++ b/src/snl_d3d_cec_verify/result/mycek2014/11a.yaml @@ -5,7 +5,7 @@ data: [0.400646465, 0.400646465, 0.392888889, 0.38189899, 0.398060606, 0.444606061, 0.493090909, 0.54610101, 0.566141414, 0.606222222] name: $u_0$ attrs: - description: Centreline velocity + description: Centreline velocity (3\% TI) $D$: 0.7 $U_\infty$: 0.8 $I_\infty$: 3\% diff --git a/src/snl_d3d_cec_verify/result/mycek2014/11b.yaml b/src/snl_d3d_cec_verify/result/mycek2014/11b.yaml new file mode 100644 index 0000000..7661ec1 --- /dev/null +++ b/src/snl_d3d_cec_verify/result/mycek2014/11b.yaml @@ -0,0 +1,15 @@ +z: 0 +x: [ 0.84, 1.4 , 2.1 , 2.8 , 3.5 , 4.2 , 4.9 , 5.6 , 6.3 , 7. ] +y: [0., 0., 0., 0., 0., 0., 0., 0., 0., 0.] +data: [0.40518219, 0.47255061, 0.62672065, 0.68437247, 0.72259109, + 0.73230769, 0.74202429, 0.76080972, 0.77052632, 0.76145749] +name: $u_0$ +attrs: + description: Centreline velocity (15\% TI) + $D$: 0.7 + $U_\infty$: 0.8 + $I_\infty$: 15\% + turbine_position: [6, 2, -1] + doi: 10.1016/j.renene.2013.12.036 + figure: 11b + major_axis: x diff --git a/src/snl_d3d_cec_verify/result/mycek2014/A12a_xstar5.yaml b/src/snl_d3d_cec_verify/result/mycek2014/A12a_xstar5.yaml index 391db7b..98570b1 100644 --- a/src/snl_d3d_cec_verify/result/mycek2014/A12a_xstar5.yaml +++ b/src/snl_d3d_cec_verify/result/mycek2014/A12a_xstar5.yaml @@ -15,7 +15,7 @@ data: [0.830222222, 0.821333334, 0.824888889, 0.821333334, 0.821333334, 0.837333334] name: $u$ attrs: - description: Axial velocity at $x^*=5$ + description: Axial velocity at $x^*=5$ (3\% TI) $D$: 0.7 $U_\infty$: 0.8 $I_\infty$: 3\% diff --git a/src/snl_d3d_cec_verify/result/mycek2014/A12b_xstar5.yaml b/src/snl_d3d_cec_verify/result/mycek2014/A12b_xstar5.yaml new file mode 100644 index 0000000..a7471f7 --- /dev/null +++ b/src/snl_d3d_cec_verify/result/mycek2014/A12b_xstar5.yaml @@ -0,0 +1,25 @@ +z: 0 +x: [3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, + 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5, 3.5] +y: [-1.19721649, -1.09762887, -0.99804124, -0.89845361, -0.79886598, + -0.69927835, -0.59969072, -0.50010309, -0.40051546, -0.3528866 , + -0.29659794, -0.20134021, -0.10175258, 0.00216495, 0.10608247, + 0.20134021, 0.30092784, 0.3528866 , 0.40484536, 0.50443299, + 0.60402062, 0.69927835, 0.79886598, 0.89845361, 0.99804124, + 1.09762887, 1.19721649] +data: [0.82890355, 0.81965796, 0.81963807, 0.81039247, 0.81037259, + 0.80028829, 0.8002684 , 0.76166827, 0.77171279, 0.75241316, + 0.76162763, 0.73309277, 0.73223418, 0.72298772, 0.69445113, + 0.70365782, 0.72292806, 0.72291768, 0.72290731, 0.72288742, + 0.7325126 , 0.72284851, 0.77147329, 0.75216328, 0.78988494, + 0.81921958, 0.83848982] +name: $u$ +attrs: + description: Axial velocity at $x^*=5$ (15\% TI) + $D$: 0.7 + $U_\infty$: 0.8 + $I_\infty$: 15\% + turbine_position: [6, 2, -1] + doi: 10.1016/j.renene.2013.12.036 + figure: A12a + major_axis: y diff --git a/tests/test_cases.py b/tests/test_cases.py index 21d6408..eaf7146 100644 --- a/tests/test_cases.py +++ b/tests/test_cases.py @@ -172,6 +172,14 @@ def test_casestudy_eq_sequence(cases): assert cases != test +def test_casestudy_isequal_ignore_fields(cases): + ignore_fields = {"stats_interval": 1, + "restart_interval": 2} + test = replace(cases, **ignore_fields) + assert not cases.is_equal(test) + assert cases.is_equal(test, ignore_fields) + + @pytest.mark.parametrize("variable", ["x0", "x1", "y0", "y1", "bed_level"]) def test_mycekstudy_variables_error(variable):
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