From 8ea5f614700e0ba06b9b0d90bd8350d2eaa5626d Mon Sep 17 00:00:00 2001 From: efvik Date: Tue, 22 Jul 2025 14:55:54 +0200 Subject: [PATCH 01/25] Added DNVGL Hs-U --- metocean_stats/CMA/predefined.py | 60 +++++++++++++++++++++++++++++++- 1 file changed, 59 insertions(+), 1 deletion(-) diff --git a/metocean_stats/CMA/predefined.py b/metocean_stats/CMA/predefined.py index 8b7f676..0871ba1 100644 --- a/metocean_stats/CMA/predefined.py +++ b/metocean_stats/CMA/predefined.py @@ -3,7 +3,6 @@ import virocon.dependencies from virocon.predefined import ( - get_DNVGL_Hs_U, get_OMAE2020_V_Hs ) @@ -469,3 +468,62 @@ def _exp3(x, m1,m2,m3): } return dist_descriptions, fit_descriptions, semantics + +def get_DNVGL_Hs_U(): + """ + Get DNVGL significant wave height and wind speed model. + + Get the descriptions necessary to create the significant wave height + and wind speed model as defined in DNVGL [2]_ in section 3.6.4. + + Returns + ------- + dist_descriptions : list of dict + List of dictionaries containing the dist descriptions for each dimension. + Can be used to create a GlobalHierarchicalModel. + fit_descriptions : None + Default fit is used so None is returned. + Can be passed to fit function of GlobalHierarchicalModel. + semantics : dict + Dictionary with a semantic description of the model. + Can be passed to plot functions. + + References + ---------- + .. [2] DNV GL (2017). Recommended practice DNVGL-RP-C205: Environmental + conditions and environmental loads. + """ + + def _power3(x, a, b, c): + return a + b * x**c + + bounds = [(0, None), (0, None), (None, None)] + + alpha_dep = virocon.DependenceFunction(_power3, bounds=bounds, latex="$a + b * x^c$") + beta_dep = virocon.DependenceFunction(_power3, bounds=bounds, latex="$a + b * x^c$") + + dist_description_hs = { + "distribution": virocon.WeibullDistribution(), + "intervals": virocon.NumberOfIntervalsSlicer(n_intervals=20), + } + + dist_description_u = { + "distribution": virocon.WeibullDistribution(f_gamma=0), + "conditional_on": 0, + "parameters": { + "alpha": alpha_dep, + "beta": beta_dep, + }, + } + + dist_descriptions = [dist_description_hs, dist_description_u] + + fit_descriptions = None + + semantics = { + "names": ["Significant wave height", "Wind speed"], + "symbols": ["H_s", "U"], + "units": ["m", "m s$^{-1}$"], + } + + return dist_descriptions, fit_descriptions, semantics From 08878665cc9513414951afff049119cf2704ca03 Mon Sep 17 00:00:00 2001 From: efvik Date: Fri, 25 Jul 2025 16:01:53 +0200 Subject: [PATCH 02/25] Standardized predefined models to use power law as dependency for Tp-mu. --- metocean_stats/CMA/predefined.py | 28 ++++++++++++---------------- 1 file changed, 12 insertions(+), 16 deletions(-) diff --git a/metocean_stats/CMA/predefined.py b/metocean_stats/CMA/predefined.py index 0871ba1..bf8bec7 100644 --- a/metocean_stats/CMA/predefined.py +++ b/metocean_stats/CMA/predefined.py @@ -254,6 +254,8 @@ def _beta(x, d1=2.0, d2=0.01, d3=1.0): return d1 + d2 * x ** d3 def _lnsquare2(x, e1, e2, e3): return np.log(e1 + e2 * np.sqrt(e3*x)) + def _mu(x, e1, e2, e3): + return e1 + e2 * x ** e3 def _sigma(x, f1=0.001, f2=0.1, f3=-0.3): return f1 + f2 * np.exp(f3 * x) def _linear(x,a): @@ -284,7 +286,7 @@ def _linear(x,a): "distribution": virocon.LogNormalDistribution(), "conditional_on": 1, "parameters": { - "mu": virocon.DependenceFunction(_lnsquare2,bounds, latex="$\ln(e1 + e2 \sqrt{e3 * x})$"), + "mu": virocon.DependenceFunction(_mu,bounds, latex="$e1 + e2 * x^{e3}$"), "sigma":virocon.DependenceFunction(_sigma, sigma_bounds, latex="$f1 + f2 * \exp(f3 * x)$")}, } @@ -358,20 +360,10 @@ def get_vonmises_wind_misalignment(): of wind speed and misalignment between wind and wave direction. """ - # def _mu(x, e1, e2, e3): - # #return e1 + e2 * np.power(x,e3,out=np.zeros_like(x),where=x>0) - # return e1 + e2 * np.power(x,e3) - def _sigma(x, f1, f2, f3): - return f1 + f2 * x**f3 def _linear(x,g1,g2): return g1+g2*x - def _const(x,a): - return np.ones_like(x)*a def _kappa(x, h1=1, h2=-1, h3=-1, h4=1): return h1 + h2 / (1 + np.exp(h3 * (x - h4))) - - def _exp3(x, b1,b2,b3): - return b1 + b2 * np.exp(b3 * x) #bounds = [(None, None), (0, None), (None, None)] logistics_bounds = [(0, None), (None, None), (None, 0), (0, None)] @@ -420,9 +412,12 @@ def _beta(x,j1,j2): def _gamma(x,k1,k2): return k1+k2*x - def _lnsquare2(x, l1, l2, l3): - return np.log(l1 + l2 * np.sqrt(l3*x)) - def _exp3(x, m1,m2,m3): + # def _lnsquare2(x, l1, l2, l3): + # return np.log(l1 + l2 * np.sqrt(l3*x)) + + def _mu(x, l1, l2, l3): + return l1 + l2 * x ** l3 + def _sigma(x, m1,m2,m3): return m1 + m2 * np.exp(m3 * x) bounds_mu = [(0, None), (None, None), (None, None)] @@ -450,8 +445,8 @@ def _exp3(x, m1,m2,m3): "distribution": virocon.LogNormalDistribution(), "conditional_on": 1, "parameters": { - "mu": virocon.DependenceFunction(_lnsquare2,bounds_mu, latex="$\log(l1 + l2 \sqrt{l3 * x})$"), - "sigma":virocon.DependenceFunction(_exp3, bounds_sigma, latex="$m1 + m2 * \exp(m3 * x)$")}, + "mu": virocon.DependenceFunction(_mu, bounds_mu, latex="$l1 + l2 * x^{l3}$"), + "sigma":virocon.DependenceFunction(_sigma, bounds_sigma, latex="$m1 + m2 * \exp(m3 * x)$")}, } dist_descriptions = [dist_description_0,dist_description_1,dist_description_2] @@ -524,6 +519,7 @@ def _power3(x, a, b, c): "names": ["Significant wave height", "Wind speed"], "symbols": ["H_s", "U"], "units": ["m", "m s$^{-1}$"], + "swap_axis": True } return dist_descriptions, fit_descriptions, semantics From 898f48ba96a55aee5c66deb3d921ffc47d14158b Mon Sep 17 00:00:00 2001 From: efvik Date: Fri, 25 Jul 2025 16:03:59 +0200 Subject: [PATCH 03/25] Added semantics for 3D plot --- metocean_stats/CMA/jointmodel.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/metocean_stats/CMA/jointmodel.py b/metocean_stats/CMA/jointmodel.py index ec58910..8962f87 100644 --- a/metocean_stats/CMA/jointmodel.py +++ b/metocean_stats/CMA/jointmodel.py @@ -815,6 +815,8 @@ def plot_3D_contour( self.legend_handles.append(handle) self.legend_labels.append(label) + self.plot_semantics(ax) + return ax def plot_3D_contour_slices( From d1679ccaf187045bc0f6d37ba0d1648172c06e1e Mon Sep 17 00:00:00 2001 From: efvik Date: Fri, 25 Jul 2025 16:04:38 +0200 Subject: [PATCH 04/25] Added simple example for 2D and 3D joint models --- examples/example_joint_model.py | 65 +++++++++++++++++++++++++++++++++ 1 file changed, 65 insertions(+) create mode 100644 examples/example_joint_model.py diff --git a/examples/example_joint_model.py b/examples/example_joint_model.py new file mode 100644 index 0000000..c4e0324 --- /dev/null +++ b/examples/example_joint_model.py @@ -0,0 +1,65 @@ +import os +from metocean_stats.stats.aux_funcs import readNora10File +from metocean_stats.CMA import JointProbabilityModel,predefined +import matplotlib.pyplot as plt +plt.rcParams["axes.grid"] = True + +data = readNora10File(os.path.join(os.path.dirname(__file__),'../tests/data/NORA_test.txt')) + +# Initialize and fit 2D model of Hs (wave height) and U (wind speed) +model = JointProbabilityModel(predefined.get_DNVGL_Hs_U) +model.fit(data,"HS","W10") # fit to HS and W10 + +# Create the 2D contours +ax=model.plot_contours(periods=[1,10,100,1000],method="IFORM") +model.plot_data_scatter(ax,s=2) +model.plot_dependent_percentiles(ax) +model.plot_legend(ax) +model.reset_labels() + +# Fitted distributions and histograms per interval +plt.rcParams["figure.figsize"] = (20,20) +fig,ax=model.plot_histograms_of_interval_distributions() +fig[1].subplots_adjust(hspace=0.3) + +# Dependency functions of U on Hs +plt.rcParams["figure.figsize"] = (15,7) +fig,ax = plt.subplots(1,2) +model.plot_dependence_functions(ax) + +# Analytical vs empirical quantiles +fig,ax = plt.subplots(1,2) +model.plot_marginal_quantiles(ax) + +# Initialize 3D model of wind, wave height and wave period +model = JointProbabilityModel(predefined.get_LiGaoMoan_U_hs_tp) +model.fit(data,"W10","HS","TP") + +# Full 3D contour obtained with IFORM +model.plot_3D_contour(return_period=100,n_samples=720) + +# 2D slices of the 3D contour at a range of wind levels +plt.rcParams["figure.figsize"] = (20,12) +ax=model.plot_3D_contour_slices(subplots=False,slice_values=[i for i in range(1,40)]) +model.plot_legend(ax) +model.reset_labels() + +# Isodensity contour - defined by a marginal wind return value +model.plot_3D_isodensity_contour(marginal_value=30) + +# 2D slices of isodensity contours, at a range of probability densities. +plt.rcParams["figure.figsize"] = (20,7) +model.reset_labels() +ax=model.plot_3D_isodensity_contour_slice( + density_levels=[1e-10,1e-9,1e-8,1e-7,1e-6,1e-5,1e-4,1e-3,2e-3,4e-3,6e-3],slice_value=10) +ax.set_xlim([0,40]) +ax.set_ylim([0,10]) +model.plot_legend(ax) +model.reset_labels() + +# Get a dataframe describing the joint model. +params = model.parameters() +print(params) + +# Show figures +plt.show() From 77300eeab1984bc0dcb50f8fe12d5f897405f317 Mon Sep 17 00:00:00 2001 From: efvik Date: Fri, 25 Jul 2025 16:13:13 +0200 Subject: [PATCH 05/25] Doc entry for new contours --- docs/files/new_contours.pdf | Bin 0 -> 157863 bytes docs/index.rst | 14 ++++++++++++++ 2 files changed, 14 insertions(+) create mode 100644 docs/files/new_contours.pdf diff --git a/docs/files/new_contours.pdf b/docs/files/new_contours.pdf new file mode 100644 index 0000000000000000000000000000000000000000..814cf0a96d9725034ae119d62af807b29697e3e9 GIT binary patch literal 157863 zcmZs@2|U!>8$V8>Ta?O`?8?$DWf!uyAzQbFvhR|uu{2}XMp~>PyKbV5AvDV}f+a`y4}lu|tF?CBmTr2<|!C#9#i&E3xpc~SF! z2AuZy3zAZWFDPEJbh+y88YHE`{&@-$WOP2rImlf~jr|X2or8kh1N@}ak)PWX&tGwN z^YZhQI{N!*fWPZ`_aG@-u|rc{?kOt{(s0({=YYX(2Y{%J2CuzM-R 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metocean_stats.CMA import JointProbabilityModel, predefined + model = JointProbabilityModel(predefined.get_DNVGL_Hs_Tz) + ax = model.plot_contours(periods = [1,10,100,1000], method = "IFORM") + model.plot_dependent_percentiles(ax,percentiles=[0.05,0.5,0.95]) + model.plot_legend(ax) + ax.get_figure().savefig("hs_tp_contours.png") + +.. image:: files/new_contours.pdf + :width: 500 Joint Distribution Hs-Tp Plot ------------------------------ From 8f6f7a6fa9a8bb27497c109fad79b505889c34d6 Mon Sep 17 00:00:00 2001 From: efvik Date: Fri, 25 Jul 2025 16:34:49 +0200 Subject: [PATCH 06/25] Added new contour to docs --- docs/index.rst | 5 ++++- metocean_contours_new.png | Bin 0 -> 203193 bytes metocean_stats/CMA/jointmodel.py | 2 ++ 3 files changed, 6 insertions(+), 1 deletion(-) create mode 100644 metocean_contours_new.png diff --git a/docs/index.rst b/docs/index.rst index a49bbd6..c2b9efd 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -272,16 +272,19 @@ Prob. of Non-Exceedance (fitted) Joint Distribution - new system! --------------------------------- + .. code-block:: python from metocean_stats.CMA import JointProbabilityModel, predefined model = JointProbabilityModel(predefined.get_DNVGL_Hs_Tz) + model.fit(data,"HS","TP") ax = model.plot_contours(periods = [1,10,100,1000], method = "IFORM") model.plot_dependent_percentiles(ax,percentiles=[0.05,0.5,0.95]) + model.plot_data_scatter(ax) model.plot_legend(ax) ax.get_figure().savefig("hs_tp_contours.png") -.. image:: files/new_contours.pdf +.. image:: files/metocean_contours_new.png :width: 500 Joint Distribution Hs-Tp Plot diff --git a/metocean_contours_new.png b/metocean_contours_new.png new file mode 100644 index 0000000000000000000000000000000000000000..72c202947142dd2c6ebb498f22558f5924c2a527 GIT binary patch literal 203193 zcmb@uWmr{h_b<8>6$AwY6afJdq`Mmhkp>Y&8kO$ud=#WXL`q6PO1c}QrMtVkyZ2Z= z@4NSZe>msMIbIja1#7K2=RNN^#;=CHuVlsUq7$Mc5Qw`H;xAq!5GbHmHOqq&tnlePKf0({DC3vm@|1On?l^6OffP^ux~8Ui8l;<=(j%=(1AgW|y8@0qFg 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