From 8dcba1752bae19a1c0e6983b32abca8cb3b7d554 Mon Sep 17 00:00:00 2001 From: bigfooted Date: Sun, 14 Jun 2026 20:08:27 +0200 Subject: [PATCH 1/7] fixed strain diffusion flames, restart from existing flames, new plotting options. --- Common/DataDrivenConfig.py | 52 ++- Common/Properties.py | 3 + Data_Generation/DataGenerator_FGM.py | 223 +++++++++-- Data_Processing/collectFlameletData.py | 5 +- .../LUT/FlameletTableGeneration.py | 353 ++++++++++++++++-- 5 files changed, 563 insertions(+), 73 deletions(-) diff --git a/Common/DataDrivenConfig.py b/Common/DataDrivenConfig.py index 539da49..0233ea4 100644 --- a/Common/DataDrivenConfig.py +++ b/Common/DataDrivenConfig.py @@ -786,6 +786,8 @@ class Config_FGM(Config): __generate_extra_interpolated_burnerflames:bool = True # Generate extra interpolated burner-stabilized flamelets __generate_equilibrium:bool = DefaultSettings_FGM.include_equilibrium # Generate chemical equilibrium data __generate_counterflames:bool = DefaultSettings_FGM.include_counterflames # Generate counter-flow diffusion flamelets. + __counterflow_fixed_strain:bool = DefaultSettings_FGM.counterflow_fixed_strain # Fixed-strain mode for counterflow flames. + __counterflow_strain_rate:float = DefaultSettings_FGM.counterflow_strain_rate # Global strain rate [1/s] for fixed-strain mode. __write_MATLAB_files:bool = False # Write TableGenerator compatible flamelet files. @@ -962,7 +964,10 @@ def PrintBanner(self): if self.__generate_equilibrium: print("-Chemical equilibrium data") if self.__generate_counterflames: - print("-Counter-flow diffusion flamelet data") + if self.__counterflow_fixed_strain: + print("-Counter-flow diffusion flamelet data (fixed strain rate: %.1f 1/s)" % self.__counterflow_strain_rate) + else: + print("-Counter-flow diffusion flamelet data (ramp to extinction)") print("") print("Flamelet manifold data characteristics: ") @@ -1580,6 +1585,51 @@ def GenerateCounterFlames(self): """ return self.__generate_counterflames + def SetCounterFlowFixedStrain(self, fixed:bool=True): + """ + Select fixed-strain-rate mode for counter-flow diffusion flames. + + When True, one flame is solved per temperature level at the strain rate + set by SetCounterFlowStrainRate. When False (default), the existing + ramp-to-extinction behaviour is used. + + :param fixed: enable fixed-strain mode. + :type fixed: bool + """ + self.__counterflow_fixed_strain = fixed + return + + def GetCounterFlowFixedStrain(self) -> bool: + """ + Whether fixed-strain mode is enabled for counter-flow flames. + + :return: fixed-strain mode is active. + :rtype: bool + """ + return self.__counterflow_fixed_strain + + def SetCounterFlowStrainRate(self, strain_rate:float): + """ + Set the global strain rate used in fixed-strain counter-flow flame mode. + + :param strain_rate: global strain rate in 1/s. + :type strain_rate: float + :raises Exception: if strain_rate is not strictly positive. + """ + if strain_rate <= 0: + raise Exception("Counter-flow strain rate must be strictly positive.") + self.__counterflow_strain_rate = strain_rate + return + + def GetCounterFlowStrainRate(self) -> float: + """ + Return the global strain rate used in fixed-strain counter-flow flame mode. + + :return: global strain rate [1/s]. + :rtype: float + """ + return self.__counterflow_strain_rate + def GenerateExtraInterpolatedBurnerFlames(self): """ Whether the manifold data contains extra interpolated burner-stabilized flame data. diff --git a/Common/Properties.py b/Common/Properties.py index 2debc1f..5d40ed1 100644 --- a/Common/Properties.py +++ b/Common/Properties.py @@ -218,6 +218,9 @@ class DefaultSettings_FGM(DefaultProperties): include_equilibrium:bool = True include_counterflames:bool = False + counterflow_fixed_strain:bool = False # False = ramp-to-extinction; True = fixed strain rate + counterflow_strain_rate:float = 56.0 # global strain rate [1/s] for fixed-strain mode + affinity_threshold:float = 0.7 output_file_header:str = "flamelet_data" boundary_file_header:str = "boundary_data" diff --git a/Data_Generation/DataGenerator_FGM.py b/Data_Generation/DataGenerator_FGM.py index 02bd292..fbfb4cc 100644 --- a/Data_Generation/DataGenerator_FGM.py +++ b/Data_Generation/DataGenerator_FGM.py @@ -80,6 +80,8 @@ class DataGenerator_Cantera(DataGenerator_Base): __run_burnerflames:bool = DefaultSettings_FGM.include_burnerflames # Run burner stabilized flame computations __run_equilibrium:bool = DefaultSettings_FGM.include_equilibrium # Run chemical equilibrium computations __run_counterflames:bool = DefaultSettings_FGM.include_counterflames # Run counter-flow diffusion flamelet simulations. + __counterflow_fixed_strain:bool = DefaultSettings_FGM.counterflow_fixed_strain # Fixed-strain mode for counterflow flames. + __counterflow_strain_rate:float = DefaultSettings_FGM.counterflow_strain_rate # Global strain rate [1/s] for fixed-strain mode. __u_fuel:float = 1.0 # Fuel stream velocity in counter-flow diffusion flame. __u_oxidizer:float = None # Oxidizer stream velocity in counter-flow diffusion flame. @@ -134,6 +136,13 @@ def __SynchronizeSettings(self): self.__run_burnerflames = self._Config.GenerateBurnerFlames() self.__run_equilibrium = self._Config.GenerateEquilibrium() self.__run_counterflames = self._Config.GenerateCounterFlames() + self.__counterflow_fixed_strain = getattr(self._Config, '_Config_FGM__counterflow_fixed_strain', DefaultSettings_FGM.counterflow_fixed_strain) + self.__counterflow_strain_rate = getattr(self._Config, '_Config_FGM__counterflow_strain_rate', DefaultSettings_FGM.counterflow_strain_rate) + try: + self.__counterflow_fixed_strain = self._Config.GetCounterFlowFixedStrain() + self.__counterflow_strain_rate = self._Config.GetCounterFlowStrainRate() + except AttributeError: + pass self.__PrepareOutputDirectories() self.__translate_to_matlab = self._Config.WriteMatlabFiles() @@ -473,9 +482,29 @@ def ComputeFreeFlames(self, mix_status:float, T_ub:float, i_freeflame:int=0, pre freeflame.inlet.T = T_ub freeflame.inlet.Y = self.gas.Y + # Build output paths early so we can check for existing files. + if not path.isdir(self.GetOutputDir()+'/freeflame_data/'): + mkdir(self.GetOutputDir()+'/freeflame_data/') + if not path.isdir(self.GetOutputDir()+'/freeflame_data/'+folder_header+'_'+str(round(mix_status, 6))): + mkdir(self.GetOutputDir()+'/freeflame_data/'+folder_header+'_'+str(round(mix_status, 6))) + freeflame_filename = "freeflamelet_"+folder_header+str(round(mix_status,6))+"_Tu"+str(round(T_ub, 4))+".csv" + filename_plus_folder = self.GetOutputDir()+"/freeflame_data/"+folder_header+'_'+str(round(mix_status, 6)) + "/"+freeflame_filename + yaml_plus_folder = filename_plus_folder.replace('.csv', '.yaml') + + # If a YAML exists, restore as warm-start before solving. + # Always re-solve and overwrite the CSV (use auto=False when restoring). + warm_started = False + if path.isfile(yaml_plus_folder): + try: + freeflame.restore(yaml_plus_folder, 'solution') + warm_started = True + print("Freeflame at %s %.3e, Tu %.3f: warm-start from YAML." % (folder_header, mix_status, T_ub)) + except Exception as exc: + print("Freeflame at %s %.3e, Tu %.3f: YAML restore failed (%s), re-solving from scratch." % (folder_header, mix_status, T_ub, exc)) + # Try to solve the flamelet solution. If solution diverges, move on to next flamelet. try: - freeflame.solve(loglevel=self.__loglevel, refine_grid=True, auto=(prev_flame is None)) + freeflame.solve(loglevel=self.__loglevel, refine_grid=True, auto=(not warm_started and prev_flame is None)) # Computing mass flow rate for later burner flame evaluation self.m_dot_free_flame = freeflame.velocity[0]*freeflame.density[0] @@ -487,14 +516,8 @@ def ComputeFreeFlames(self, mix_status:float, T_ub:float, i_freeflame:int=0, pre variables, data_calc = self.__SaveFlameletData(freeflame, self.gas) - # Generate sub-directory if it's not there. - if not path.isdir(self.GetOutputDir()+'/freeflame_data/'): - mkdir(self.GetOutputDir()+'/freeflame_data/') - if not path.isdir(self.GetOutputDir()+'/freeflame_data/'+folder_header+'_'+str(round(mix_status, 6))): - mkdir(self.GetOutputDir()+'/freeflame_data/'+folder_header+'_'+str(round(mix_status, 6))) - - freeflame_filename = "freeflamelet_"+folder_header+str(round(mix_status,6))+"_Tu"+str(round(T_ub, 4))+".csv" - filename_plus_folder = self.GetOutputDir()+"/freeflame_data/"+folder_header+'_'+str(round(mix_status, 6)) + "/"+freeflame_filename + # Directories were already created before the skip-check above. + freeflame.save(yaml_plus_folder, 'solution', overwrite=True) fid = open(filename_plus_folder, 'w+') fid.write(variables + "\n") csvWriter = csv.writer(fid) @@ -629,8 +652,42 @@ def _iterate_mdot(): idx += 1 for i_burnerflame, m_dot_next in _iterate_mdot(): + # Build output paths before solving so we can check for existing files. + if not path.isdir(self.GetOutputDir()+'/burnerflame_data/'): + mkdir(self.GetOutputDir()+'/burnerflame_data/') + if not path.isdir(self.GetOutputDir()+'/burnerflame_data/'+folder_header+'_'+str(round(mix_status, 6))): + mkdir(self.GetOutputDir()+'/burnerflame_data/'+folder_header+'_'+str(round(mix_status, 6))) + burnerflame_filename = "burnerflamelet_%s%.6f_mdot%.5f.csv" % (folder_header, mix_status, m_dot_next) + filename_plus_folder = self.GetOutputDir()+"/burnerflame_data/"+folder_header+'_'+str(round(mix_status, 6)) + "/"+burnerflame_filename + yaml_plus_folder = filename_plus_folder.replace('.csv', '.yaml') + + # If a YAML exists, restore as warm-start before solving. + # Always re-solve and overwrite the CSV (use auto=False when restoring). + warm_started_burner = False + if path.isfile(yaml_plus_folder): + try: + # Reconstruct a minimal BurnerFlame shell to restore into. + self.gas.TP = T_burner, ct.one_atm + if self.__define_equivalence_ratio: + self.gas.set_equivalence_ratio(mix_status, self.__fuel_string, self.__oxidizer_string) + else: + self.gas.set_mixture_fraction(mix_status, self.__fuel_string, self.__oxidizer_string) + initialgrid = np.linspace(0, self.__initial_grid_length, self.__initial_grid_Np) + burner_flame = ct.BurnerFlame(self.gas, grid=initialgrid) + burner_flame.burner.T = T_burner + burner_flame.burner.mdot = m_dot_next + burner_flame.set_refine_criteria(**self.__burner_flame_refine) + burner_flame.transport_model = self.__transport_model + burner_flame.restore(yaml_plus_folder, 'solution') + prev_burner_flame = burner_flame + warm_started_burner = True + print("Burnerflame at %s %.3e, mdot %.2e: warm-start from YAML." % (folder_header, mix_status, m_dot_next)) + except Exception as exc: + print("Burnerflame at %s %.3e, mdot %.2e: YAML restore failed (%s), re-solving." % (folder_header, mix_status, m_dot_next, exc)) + try: - burner_flame = self.compute_SingleBurnerFlame(mix_status, T_burner, m_dot_next, prev_burner_flame) + burner_flame = self.compute_SingleBurnerFlame(mix_status, T_burner, m_dot_next, + prev_burner_flame if warm_started_burner else prev_burner_flame) if np.max(burner_flame.T) <= DefaultSettings_FGM.T_threshold: print("Burnerflame at %s %.3e, mdot %.2e is not burning" % (folder_header, mix_status, m_dot_next)) if m_dot_iter is None: @@ -640,14 +697,8 @@ def _iterate_mdot(): # Extracting flamelet data variables, data_calc = self.__SaveFlameletData(burner_flame, self.gas) - # Generate sub-directory if it's not there. - if not path.isdir(self.GetOutputDir()+'/burnerflame_data/'): - mkdir(self.GetOutputDir()+'/burnerflame_data/') - if not path.isdir(self.GetOutputDir()+'/burnerflame_data/'+folder_header+'_'+str(round(mix_status, 6))): - mkdir(self.GetOutputDir()+'/burnerflame_data/'+folder_header+'_'+str(round(mix_status, 6))) - # burnerflame_filename = "burnerflamelet_"+folder_header+str(round(mix_status,6))+"_mdot"+str(round(m_dot_next, 4))+".csv" - burnerflame_filename = "burnerflamelet_%s%.6f_mdot%.5f.csv" % (folder_header, mix_status, m_dot_next) - filename_plus_folder = self.GetOutputDir()+"/burnerflame_data/"+folder_header+'_'+str(round(mix_status, 6)) + "/"+burnerflame_filename + # Directories and filenames were already built before the skip-check above. + burner_flame.save(yaml_plus_folder, 'solution', overwrite=True) fid = open(filename_plus_folder, 'w+') fid.write(variables + "\n") csvWriter = csv.writer(fid) @@ -702,7 +753,7 @@ def ComputeCounterFlowFlames(self, v_fuel:float, v_ox:float, T_ub:float): raise Exception("Reactant velocities should be higher than zero.") if T_ub < 200: raise Exception("Reactant temperature should be higher than 200K.") - counterflame = ct.CounterflowDiffusionFlame(self.gas, width=18e-3) + counterflame = ct.CounterflowDiffusionFlame(self.gas, width=self.__initial_grid_length) self.gas.set_mixture_fraction(1.0, self.__fuel_string, self.__oxidizer_string) self.gas.TP = T_ub, ct.one_atm @@ -780,6 +831,110 @@ def ComputeCounterFlowFlames(self, v_fuel:float, v_ox:float, T_ub:float): strain_overload = True n_iter += 1 + def ComputeCounterFlowFlamesFixedStrain(self, T_ub:float): + """Solve one counterflow diffusion flame at a fixed global strain rate. + + Inlet velocities are recomputed from the momentum-balance condition at + every temperature level so the global strain rate stays exactly at the + configured value regardless of density changes. + + A YAML restart file is saved alongside each CSV so that subsequent runs + can warm-start from the nearest already-solved flame. If a CSV already + exists for this temperature it is skipped without re-solving. + + Output is written to counterflame_data/counterflamelet_fixedstrain_Tu{T}.csv. + + :param T_ub: Reactant temperature in Kelvin. + :type T_ub: float + :raises Exception: If the reactant temperature is lower than 200 K. + """ + if T_ub < 200: + raise Exception("Reactant temperature should be higher than 200 K.") + + out_dir = self.GetOutputDir() + "/counterflame_data" + if not path.isdir(out_dir): + mkdir(out_dir) + + t_tag = str(round(T_ub, 4)) + csv_path = path.join(out_dir, "counterflamelet_fixedstrain_Tu" + t_tag + ".csv") + yaml_path = path.join(out_dir, "counterflamelet_fixedstrain_Tu" + t_tag + ".yaml") + + # If a YAML for this exact temperature exists, use it as the restart and + # re-solve (overwriting the old CSV). If no YAML exists, warm-start from + # the nearest available YAML. If no YAML exists at all, use auto-solve. + use_auto = True + + a = self.__counterflow_strain_rate + L = self.__initial_grid_length + + # Momentum-balanced velocities: a_global = (u_fuel + u_ox) / L, + # rho_fuel * u_fuel = rho_ox * u_ox + self.gas.set_mixture_fraction(1.0, self.__fuel_string, self.__oxidizer_string) + self.gas.TP = T_ub, ct.one_atm + rho_fuel = self.gas.density_mass + Y_fuel = self.gas.Y.copy() + + self.gas.set_mixture_fraction(0.0, self.__fuel_string, self.__oxidizer_string) + self.gas.TP = T_ub, ct.one_atm + rho_ox = self.gas.density_mass + Y_ox = self.gas.Y.copy() + + u_fuel = a * L / (1.0 + rho_fuel / rho_ox) + u_ox = u_fuel * rho_fuel / rho_ox + + flame = ct.CounterflowDiffusionFlame(self.gas, width=L) + flame.fuel_inlet.mdot = rho_fuel * u_fuel + flame.fuel_inlet.Y = Y_fuel + flame.fuel_inlet.T = T_ub + flame.oxidizer_inlet.mdot = rho_ox * u_ox + flame.oxidizer_inlet.Y = Y_ox + flame.oxidizer_inlet.T = T_ub + flame.P = ct.one_atm + flame.set_refine_criteria(**self.__counter_flame_refine) + + # Warm-start from the nearest already-solved YAML if available. + existing_yamls = [f for f in _listdir(out_dir) + if f.startswith("counterflamelet_fixedstrain_Tu") and f.endswith(".yaml")] + if existing_yamls: + def _parse_T(fname): + try: + return float(fname.replace("counterflamelet_fixedstrain_Tu", "").replace(".yaml", "")) + except ValueError: + return None + candidates = [(abs(_parse_T(f) - T_ub), f) for f in existing_yamls if _parse_T(f) is not None] + if candidates: + _, nearest_yaml = min(candidates) + guess_path = path.join(out_dir, nearest_yaml) + try: + flame.restore(guess_path, 'solution') + # Reapply boundary conditions after restore. + flame.fuel_inlet.mdot = rho_fuel * u_fuel + flame.fuel_inlet.Y = Y_fuel + flame.fuel_inlet.T = T_ub + flame.oxidizer_inlet.mdot = rho_ox * u_ox + flame.oxidizer_inlet.Y = Y_ox + flame.oxidizer_inlet.T = T_ub + use_auto = False + print("Counter-flow flame at Tu=%.1f K: warm-start from %s" % (T_ub, nearest_yaml)) + except Exception as exc: + print("Counter-flow flame at Tu=%.1f K: warm-start failed (%s), using auto-solve." % (T_ub, exc)) + + flame.solve(loglevel=self.__loglevel, auto=use_auto) + print("Counter-flow flame (fixed strain %.1f 1/s) at Tu=%.1f K: max T = %.1f K, %d grid points" + % (a, T_ub, np.max(flame.T), len(flame.grid))) + + # Save YAML for future warm-starts before writing the CSV. + flame.save(yaml_path, 'solution', overwrite=True) + + variables, data_calc = self.__SaveFlameletData(flame, self.gas) + + fid = open(csv_path, 'w+') + fid.write(variables + "\n") + csvWriter = csv.writer(fid) + csvWriter.writerows(data_calc) + fid.close() + return + def ComputeEquilibrium(self, mix_status:float, T_range:np.ndarray[float], burnt:bool=False): """Generate chemical equilibrium data for a given mixture status and temperature range. @@ -999,14 +1154,17 @@ def ComputeFlamelets(self): if not path.isdir(self.GetOutputDir()+'counterflame_data'): mkdir(self.GetOutputDir()+'counterflame_data') for T_ub in T_unburnt_range: - self.gas.TP = T_ub, 101325 - self.gas.set_mixture_fraction(1.0, self.__fuel_string, self.__oxidizer_string) - rho_fuel = self.gas.density_mass - rhou_fuel = rho_fuel * self.__u_fuel - self.gas.set_mixture_fraction(0.0, self.__fuel_string, self.__oxidizer_string) - rho_ox = self.gas.density_mass - self.__u_oxidizer = rhou_fuel / rho_ox - self.ComputeCounterFlowFlames(v_fuel=self.__u_fuel, v_ox=self.__u_oxidizer, T_ub=T_ub) + if self.__counterflow_fixed_strain: + self.ComputeCounterFlowFlamesFixedStrain(T_ub=T_ub) + else: + self.gas.TP = T_ub, 101325 + self.gas.set_mixture_fraction(1.0, self.__fuel_string, self.__oxidizer_string) + rho_fuel = self.gas.density_mass + rhou_fuel = rho_fuel * self.__u_fuel + self.gas.set_mixture_fraction(0.0, self.__fuel_string, self.__oxidizer_string) + rho_ox = self.gas.density_mass + self.__u_oxidizer = rhou_fuel / rho_ox + self.ComputeCounterFlowFlames(v_fuel=self.__u_fuel, v_ox=self.__u_oxidizer, T_ub=T_ub) # Generate all other flamelet types. for mix_status in self.__unb_mixture_status: @@ -1105,7 +1263,8 @@ def __SaveFlameletData(self,flame, gas:ct.Solution): data_matrix = np.append(data_matrix, enth_i, axis=1) variables += ',' + ','.join("Le-"+s for s in gas.species_names) data_matrix = np.append(data_matrix, Le_i, axis=1) - + variables += ',' + ','.join("X-"+s for s in gas.species_names) + data_matrix = np.append(data_matrix, X.T, axis=1) if flame_is_gas: variables += ','+DefaultSettings_FGM.name_enth+',' @@ -1245,7 +1404,8 @@ def __TranslateToMatlabFile(self, filename:str, filename_out:str, output_dir:str csvWriter.writerows(total_data) def ComputeFlameletData(Config:Config_FGM, run_parallel:bool=False, N_processors:int=2, loglevel:int=0, - free_flame_refine:dict=None, burner_flame_refine:dict=None): + free_flame_refine:dict=None, burner_flame_refine:dict=None, + counter_flame_refine:dict=None): """Generate flamelet data according to Config_FGM settings either in serial or parallel. :param Config: Config_FGM class containing manifold and flamelet generation settings. @@ -1262,6 +1422,9 @@ def ComputeFlameletData(Config:Config_FGM, run_parallel:bool=False, N_processors :param burner_flame_refine: Cantera burner-flame refinement criteria dict with keys ratio, slope, curve, prune. If None, the DataGenerator_Cantera defaults are used. :type burner_flame_refine: dict, optional + :param counter_flame_refine: Cantera counter-flow flame refinement criteria dict with keys ratio, slope, curve, prune. + If None, the DataGenerator_Cantera defaults are used. + :type counter_flame_refine: dict, optional :raises Exception: If number of processors is set to zero when running in parallel. """ @@ -1291,6 +1454,8 @@ def _make_generator(): F.SetFreeFlameRefineCriteria(**free_flame_refine) if burner_flame_refine is not None: F.SetBurnerFlameRefineCriteria(**burner_flame_refine) + if counter_flame_refine is not None: + F.SetCounterFlameRefineCriteria(**counter_flame_refine) return F # Set up Cantera flamelet generator object diff --git a/Data_Processing/collectFlameletData.py b/Data_Processing/collectFlameletData.py index fda7411..b68244f 100644 --- a/Data_Processing/collectFlameletData.py +++ b/Data_Processing/collectFlameletData.py @@ -615,7 +615,8 @@ def __SizeDataArrays(self): # Count the number of counter-flow diffusion flamelets. if self.__include_counterflame: print("Counting counter-flow diffusion flame data...") - counterflame_files = listdir(self.__flameletdata_dir + "/counterflame_data") + counterflame_files = [f for f in listdir(self.__flameletdata_dir + "/counterflame_data") + if f.endswith('.csv')] n_counterflames += len(counterflame_files) for f in counterflame_files: with open(self.__flameletdata_dir + "/counterflame_data/" + f, 'r') as fid: @@ -646,7 +647,7 @@ def __SizeDataArrays(self): def __InterpolateFlameletData(self, flamelet_dir:str, eq_file:str, i_start:int, i_flamelet_total:int, is_fuzzy:bool=False, is_equilibrium:bool=False): - flamelets = listdir(flamelet_dir + "/" + eq_file) + flamelets = [f for f in listdir(flamelet_dir + "/" + eq_file) if f.endswith('.csv')] for i_flamelet, f in enumerate(flamelets): BurningFlamelet:bool = True diff --git a/Manifold_Generation/LUT/FlameletTableGeneration.py b/Manifold_Generation/LUT/FlameletTableGeneration.py index 0a7f27c..a5adaaf 100644 --- a/Manifold_Generation/LUT/FlameletTableGeneration.py +++ b/Manifold_Generation/LUT/FlameletTableGeneration.py @@ -590,38 +590,198 @@ def __EvaluateFlameletInterpolator(self, CV_unscaled:np.ndarray): data_interp = self._lookup_tree(q=CV_scaled,nnear=self._n_near,p=self._p_fac) return data_interp - def VisualizeTableLevel(self, val_mix_frac:float, var_to_plot:str=None): - """Compute and visualize the table connectivity for a certain mixture fraction value. + def PlotTableSlices(self, + x_cv: str, + y_var: str, + slice_cv: str, + slice_range: tuple = None, + n_slices: int = 10, + n_x_points: int = 200, + save_path: str = None, + show: bool = False): + """Plot a dependent variable against one controlling variable for a set of + fixed slices of another controlling variable, querying the IDW interpolator. + + Example: T(Z) for 10 enthalpy levels between h_min and h_max. + + :param x_cv: Name of the controlling variable to use as the x-axis (e.g. 'MixtureFraction'). + :type x_cv: str + :param y_var: Name of the variable to plot on the y-axis (e.g. 'Temperature'). + :type y_var: str + :param slice_cv: Name of the controlling variable held fixed per line (e.g. 'EnthalpyTot'). + :type slice_cv: str + :param slice_range: (min, max) values of slice_cv. If None, the data extent is used. + :type slice_range: tuple, optional + :param n_slices: Number of slice values uniformly distributed across slice_range. + :type n_slices: int + :param n_x_points: Number of x_cv sample points per slice. + :type n_x_points: int + :param save_path: If provided, save the figure to this path instead of displaying it. + :type save_path: str, optional + :raises Exception: if x_cv, slice_cv, or y_var are not found in the flamelet data. + """ + for name in [x_cv, slice_cv]: + if name not in self._controlling_variables: + raise Exception("'%s' is not a controlling variable. Available: %s" + % (name, self._controlling_variables)) + if y_var not in self._Flamelet_Variables: + raise Exception("'%s' not found in flamelet data. Available: %s" + % (y_var, self._Flamelet_Variables)) + + x_idx = self._controlling_variables.index(x_cv) + slice_idx = self._controlling_variables.index(slice_cv) + y_col = self._Flamelet_Variables.index(y_var) + + # Determine x and slice extents from the loaded data. + x_min = float(np.min(self._D_full[:, x_idx])) + x_max = float(np.max(self._D_full[:, x_idx])) + if slice_range is None: + s_min = float(np.min(self._D_full[:, slice_idx])) + s_max = float(np.max(self._D_full[:, slice_idx])) + else: + s_min, s_max = float(slice_range[0]), float(slice_range[1]) + + slice_values = np.linspace(s_min, s_max, n_slices) + x_values = np.linspace(x_min, x_max, n_x_points) + + # Level CV value: 0.0 for 2D mode (PV = 0), or the table centre otherwise. + n_cv = len(self._controlling_variables) + level_val = 0.0 if self._is_2D_table else 0.5 * ( + float(np.min(self._D_full[:, self._level_cv_idx])) + + float(np.max(self._D_full[:, self._level_cv_idx]))) + + # Build a Delaunay hull of the actual 2D data so that query points outside + # the data support (e.g. high h at Z=1 for counterflow flames) are masked. + from scipy.spatial import Delaunay as _Delaunay + if self._is_2D_table and self._scaler_2d is not None: + ZH_dim = self._D_full[:, [x_idx, slice_idx]] + ZH_norm = self._scaler_2d.transform(ZH_dim) + _data_hull = _Delaunay(ZH_norm) + _has_hull = True + _x_scaler_range = [float(self._D_full[:, x_idx].min()), + float(self._D_full[:, x_idx].max())] + _s_scaler_range = [float(self._D_full[:, slice_idx].min()), + float(self._D_full[:, slice_idx].max())] + else: + _has_hull = False + + cmap = plt.cm.coolwarm + norm = plt.Normalize(vmin=s_min, vmax=s_max) + + fig, ax = plt.subplots(figsize=(9, 5), constrained_layout=True) + + for s_val in slice_values: + # Build query array: all CVs at their level value, then overwrite x and slice. + CV_query = np.zeros([n_x_points, n_cv]) + CV_query[:, self._level_cv_idx] = level_val + CV_query[:, x_idx] = x_values + CV_query[:, slice_idx] = s_val + + # Mask x values that fall outside the convex hull of the data. + if _has_hull: + x_norm = (x_values - _x_scaler_range[0]) / (_x_scaler_range[1] - _x_scaler_range[0] + 1e-32) + s_norm = (s_val - _s_scaler_range[0]) / (_s_scaler_range[1] - _s_scaler_range[0] + 1e-32) + query_norm = np.column_stack([x_norm, np.full(n_x_points, s_norm)]) + inside = _data_hull.find_simplex(query_norm) >= 0 + else: + inside = np.ones(n_x_points, dtype=bool) - :param val_mix_frac: mixture fraction value for which to compute the table connectivity. + if not np.any(inside): + continue # entire slice is outside data support — skip + + result = self.__EvaluateFlameletInterpolator(CV_query) + y_vals = result[:, y_col] + y_vals[~inside] = np.nan # blank extrapolation regions + + ax.plot(x_values, y_vals, color=cmap(norm(s_val)), linewidth=1.2) + + sm = plt.cm.ScalarMappable(cmap=cmap, norm=norm) + sm.set_array([]) + cb = fig.colorbar(sm, ax=ax, pad=0.02) + cb.set_label(slice_cv, fontsize=11) + + ax.set_xlabel(x_cv, fontsize=12) + ax.set_ylabel(y_var, fontsize=12) + ax.set_title("%s(%s) | %d slices of %s" % (y_var, x_cv, n_slices, slice_cv), fontsize=13) + ax.grid(True, linestyle='--', alpha=0.4) + + if save_path: + fig.savefig(save_path, dpi=150, bbox_inches='tight') + print(" Saved: %s" % save_path) + if show: + plt.pause(0.01) # non-blocking: figure appears and script continues + # Do not close the figure so all windows stay open until the script ends. + return + + def VisualizeTableLevel(self, val_mix_frac:float, var_to_plot:str=None, + plot_3d:bool=False, show_grid:bool=True, + save_path:str=None, show:bool=False): + """Compute and visualize the table mesh and optionally a data field at a given level value. + + :param val_mix_frac: value of the level controlling variable for which to generate the table level. :type val_mix_frac: float - :raises Exception: if the mixture fraction value lies outside the flamelet data range. + :param var_to_plot: name of the variable to colour the plot with. If None, only the mesh is shown. + :type var_to_plot: str, optional + :param plot_3d: when True and var_to_plot is set, render a 3D surface; when False render a 2D colour map. + :type plot_3d: bool + :param show_grid: overlay the triangulation wireframe on the plot. + :type show_grid: bool + :param save_path: if provided, save the figure to this path instead of displaying it. + :type save_path: str, optional """ Tria, Nodes, HullIdx, level_data, XY_ref_dim = self.ComputeTableLevelMesh(val_mix_frac) print("Total mesh nodes: %i, refinement seed points: %i" % (len(Nodes), len(XY_ref_dim))) p0, p1 = self._plane_cv_idxs - if var_to_plot == None: - _ = plt.figure(figsize=[10,10]) - ax = plt.axes() - ax.triplot(Nodes[:, p0], Nodes[:, p1], Tria) - ax.plot(Nodes[HullIdx, p0], Nodes[HullIdx, p1], 'ko', label=r"Hull nodes") - ax.set_xlabel(self._plane_cv_names[0], fontsize=20) - ax.set_ylabel(self._plane_cv_names[1], fontsize=20) - ax.legend(fontsize=20) - ax.set_title(self._level_cv_name + " = " + str(val_mix_frac)) - plt.show() - else: + title = "%s = %s" % (self._level_cv_name, str(val_mix_frac)) + + if var_to_plot is None: + # Mesh-only plot (always 2D). + fig, ax = plt.subplots(figsize=(10, 10)) + ax.triplot(Nodes[:, p0], Nodes[:, p1], Tria, linewidth=0.5) + ax.plot(Nodes[HullIdx, p0], Nodes[HullIdx, p1], 'ko', ms=3, label="Hull nodes") + ax.set_xlabel(self._plane_cv_names[0], fontsize=14) + ax.set_ylabel(self._plane_cv_names[1], fontsize=14) + ax.set_title(title, fontsize=14) + ax.legend(fontsize=12) + + elif plot_3d: + # 3D surface plot. var_idx = self._Flamelet_Variables.index(var_to_plot) - fig = plt.figure(figsize=[10,10]) - ax = fig.add_subplot(111, projection='3d') + fig = plt.figure(figsize=(10, 10)) + ax = fig.add_subplot(111, projection='3d') ax.plot_trisurf(Nodes[:, p0], Nodes[:, p1], level_data[:, var_idx], - triangles=Tria, cmap='viridis', alpha=0.9, edgecolor='k', linewidth=0.2) - ax.set_xlabel(self._plane_cv_names[0], fontsize=20) - ax.set_ylabel(self._plane_cv_names[1], fontsize=20) - ax.set_title(self._level_cv_name + " = " + str(val_mix_frac)) - plt.show() + triangles=Tria, cmap='viridis', alpha=0.9, + edgecolor='k' if show_grid else 'none', + linewidth=0.2 if show_grid else 0) + ax.set_xlabel(self._plane_cv_names[0], fontsize=14) + ax.set_ylabel(self._plane_cv_names[1], fontsize=14) + ax.set_zlabel(var_to_plot, fontsize=14) + ax.set_title(title, fontsize=14) + + else: + # 2D colour-map plot. + import matplotlib.tri as mtri + var_idx = self._Flamelet_Variables.index(var_to_plot) + values = level_data[:, var_idx] + triang = mtri.Triangulation(Nodes[:, p0], Nodes[:, p1], Tria) + fig, ax = plt.subplots(figsize=(10, 7), constrained_layout=True) + tc = ax.tripcolor(triang, values, shading='gouraud', cmap='inferno') + if show_grid: + ax.triplot(triang, color='k', linewidth=0.2, alpha=0.4) + cb = fig.colorbar(tc, ax=ax, pad=0.02) + cb.set_label(var_to_plot, fontsize=12) + ax.set_xlabel(self._plane_cv_names[0], fontsize=14) + ax.set_ylabel(self._plane_cv_names[1], fontsize=14) + ax.set_title("%s — %s" % (var_to_plot, title), fontsize=14) + + if save_path: + fig.savefig(save_path, dpi=150, bbox_inches='tight') + print(" Saved: %s" % save_path) + if show: + plt.pause(0.01) # non-blocking: figure appears and script continues + # Do not close the figure so all windows stay open until the script ends. return def GenerateTableNodes(self): @@ -747,14 +907,17 @@ def WriteTableFile(self, output_filepath:str=None): return def __WriteTableFile2D(self, fid): - """Write a 2D Dragon library file (version 1.0.1) for a single mixture-fraction level. - The controlling variables are ProgressVariable and EnthalpyTot only.""" + """Write a 2D Dragon library file (version 1.0.1) for a single table level. + The controlling variable names are taken from _plane_cv_names.""" - Nodes = self._table_nodes[0] # shape (Np, 3): [PV, H, Z] + Nodes = self._table_nodes[0] # shape (Np, n_cv) Connectivity = self._table_connectivity[0] HullNodes = self._table_hullnodes[0] Np = np.shape(Nodes)[0] + cv0_name = self._plane_cv_names[0] + cv1_name = self._plane_cv_names[1] + fid.write("Dragon library\n\n") fid.write("
\n\n") fid.write("[Version]\n1.0.1\n\n") @@ -762,19 +925,20 @@ def __WriteTableFile2D(self, fid): fid.write("[Number of triangles]\n%i\n\n" % np.shape(Connectivity)[0]) fid.write("[Number of hull points]\n%i\n\n" % np.shape(HullNodes)[0]) - fid.write("[Progress variable definition]\n") - fid.write("+".join(("%+.4e * %s" % (w, s)) for w, s in zip( - self._Config.GetProgressVariableWeights(), - self._Config.GetProgressVariableSpecies())) + "\n\n") - - pv_vals = Nodes[:, self._plane_cv_idxs[0]] - h_vals = Nodes[:, self._plane_cv_idxs[1]] - fid.write("[ProgressVariable min]\n%e\n\n" % np.min(pv_vals)) - fid.write("[ProgressVariable max]\n%e\n\n" % np.max(pv_vals)) - fid.write("[EnthalpyTot min]\n%e\n\n" % np.min(h_vals)) - fid.write("[EnthalpyTot max]\n%e\n\n" % np.max(h_vals)) - - all_vars_2d = ["ProgressVariable", "EnthalpyTot"] + self.table_vars + if cv0_name == DefaultSettings_FGM.name_pv: + fid.write("[Progress variable definition]\n") + fid.write("+".join(("%+.4e * %s" % (w, s)) for w, s in zip( + self._Config.GetProgressVariableWeights(), + self._Config.GetProgressVariableSpecies())) + "\n\n") + + cv0_vals = Nodes[:, self._plane_cv_idxs[0]] + cv1_vals = Nodes[:, self._plane_cv_idxs[1]] + fid.write("[%s min]\n%e\n\n" % (cv0_name, np.min(cv0_vals))) + fid.write("[%s max]\n%e\n\n" % (cv0_name, np.max(cv0_vals))) + fid.write("[%s min]\n%e\n\n" % (cv1_name, np.min(cv1_vals))) + fid.write("[%s max]\n%e\n\n" % (cv1_name, np.max(cv1_vals))) + + all_vars_2d = [cv0_name, cv1_name] + self.table_vars fid.write("[Number of variables]\n%i\n\n" % len(all_vars_2d)) fid.write("[Variable names]\n") for var in all_vars_2d: @@ -786,7 +950,7 @@ def __WriteTableFile2D(self, fid): print("Writing table data...") fid.write("\n") for iNode in tqdm(range(Np)): - fid.write("%+.14e %+.14e" % (pv_vals[iNode], h_vals[iNode])) + fid.write("%+.14e %+.14e" % (cv0_vals[iNode], cv1_vals[iNode])) for iVar in range(len(self.table_vars)): fid.write(" %+.14e" % self.table_data[0][iVar][iNode]) fid.write("\n") @@ -892,7 +1056,18 @@ def ComputeTableLevelMesh(self, val_mix_frac:float): :return MeshNodes: """ val_level = val_mix_frac - Coord_refinement, Coord_hull, hull_area, level_norm, CV_mesh, table_level_data = self.__ComputeCurvature(val_level) + + # For the (Z, h) plane case use the actual data hull to avoid extrapolation + # outside the skewed parallelogram-shaped data support. + if (self._level_cv_name == DefaultSettings_FGM.name_pv and + self._plane_cv_names[0] == DefaultSettings_FGM.name_mixfrac and + self._plane_cv_names[1] == DefaultSettings_FGM.name_enth): + Coord_refinement, Coord_hull, hull_area, level_norm = \ + self.__ComputeCurvatureZH() + else: + Coord_refinement, Coord_hull, hull_area, level_norm, CV_mesh, table_level_data = \ + self.__ComputeCurvature(val_level) + MeshNodes_Norm, table_level_data = self.__Compute2DMesh(XY_hull=Coord_hull, XY_refinement=Coord_refinement, val_level_norm=level_norm, level_area=hull_area) Tria = Delaunay(MeshNodes_Norm[:, self._plane_cv_idxs]) @@ -958,16 +1133,112 @@ def __GetPlaneCVBounds(self, val_level:float): self._Config.gas.TP = T_lo, p plane1_min = self._Config.gas.enthalpy_mass + return plane0_unb, plane0_b, plane1_min, plane1_max, plane1_at_unb + elif (self._level_cv_name == DefaultSettings_FGM.name_pv and + self._plane_cv_names[0] == DefaultSettings_FGM.name_mixfrac and + self._plane_cv_names[1] == DefaultSettings_FGM.name_enth): + # (Z, h) table: derive bounds directly from the loaded data extent. + p0_idx = self._plane_cv_idxs[0] # MixtureFraction column index in _D_full + p1_idx = self._plane_cv_idxs[1] # EnthalpyTot column index in _D_full + plane0_unb = float(np.min(self._D_full[:, p0_idx])) # Z_min (≈ 0, pure oxidizer) + plane0_b = float(np.max(self._D_full[:, p0_idx])) # Z_max (≈ 1, pure fuel) + plane1_min = float(np.min(self._D_full[:, p1_idx])) # h_min (coolest flame) + plane1_max = float(np.max(self._D_full[:, p1_idx])) # h_max (hottest flame) + # Set plane1_at_unb == plane1_min so that h_limit = plane1_min everywhere + # and the boundary-line filter in __ComputeCurvature keeps all grid points. + plane1_at_unb = plane1_min return plane0_unb, plane0_b, plane1_min, plane1_max, plane1_at_unb else: raise NotImplementedError( "Plane CV bounds not implemented for level='%s', plane=%s. " - "Currently only supported: level='%s', plane=['%s', '%s']." % ( + "Currently only supported: level='%s', plane=['%s', '%s'] or " + "level='%s', plane=['%s', '%s']." % ( self._level_cv_name, self._plane_cv_names, DefaultSettings_FGM.name_mixfrac, DefaultSettings_FGM.name_pv, + DefaultSettings_FGM.name_enth, + DefaultSettings_FGM.name_pv, + DefaultSettings_FGM.name_mixfrac, DefaultSettings_FGM.name_enth)) + def __ComputeCurvatureZH(self): + """Hull and refinement seeds for a (Z, h) table using the actual data cloud. + + Unlike the rectangular-grid approach in __ComputeCurvature, this method + derives the convex hull directly from the scattered (Z, h) data points + in _D_full. This correctly follows the skewed parallelogram shape of the + counterflow flame data (h shifts by ~-4.7 MJ/kg from Z=0 to Z=1) and + avoids generating mesh nodes outside the data support. + + Returns the same tuple as __ComputeCurvature but without CV_mesh and + table_level_data (those are computed after meshing). + """ + p0_idx = self._plane_cv_idxs[0] # MixtureFraction column + p1_idx = self._plane_cv_idxs[1] # EnthalpyTot column + + # Normalized 2D data cloud (use the 2D scaler built by __Rebuild2DInterpolator). + ZH_dim = self._D_full[:, [p0_idx, p1_idx]] + ZH_norm = self._scaler_2d.transform(ZH_dim) # (N, 2) in [0,1]^2 + + # Convex hull of the actual data → correct parallelogram boundary. + data_hull = ConvexHull(ZH_norm) + hull_verts = ZH_norm[data_hull.vertices, :] # (Nh, 2) normalized + XY_hull = hull_verts # passed to __Compute2DMesh + + # Refinement seeds: high gradient of the refinement fields on a fine + # scatter over the actual data hull. Sample the IDW tree on a regular + # grid clipped to the data hull using the Delaunay membership test. + from scipy.spatial import Delaunay as _Delaunay + hull_delaunay = _Delaunay(hull_verts) + + n_grid = 400 + zz = np.linspace(0.0, 1.0, n_grid) + hh = np.linspace(0.0, 1.0, n_grid) + ZZ, HH = np.meshgrid(zz, hh) + grid_pts = np.column_stack([ZZ.ravel(), HH.ravel()]) + inside = hull_delaunay.find_simplex(grid_pts) >= 0 + grid_in = grid_pts[inside] # (M, 2) normalized + + # Build full 3-column query for the IDW evaluator (level CV = 0). + n_cv = len(self._controlling_variables) + CV_grid = np.zeros([len(grid_in), n_cv]) + CV_grid[:, self._plane_cv_idxs[0]] = grid_in[:, 0] + CV_grid[:, self._plane_cv_idxs[1]] = grid_in[:, 1] + CV_grid[:, self._level_cv_idx] = 0.0 + # Inverse-transform to dimensional before evaluating interpolator. + # The 2D scaler maps (Z_norm, h_norm) → (Z, h); pad the 3rd column with 0. + CV_dim_2d = self._scaler_2d.inverse_transform(grid_in) + CV_dim = np.zeros([len(grid_in), n_cv]) + CV_dim[:, self._plane_cv_idxs[0]] = CV_dim_2d[:, 0] + CV_dim[:, self._plane_cv_idxs[1]] = CV_dim_2d[:, 1] + + Q_interp = self.__EvaluateFlameletInterpolator(CV_dim) + + missing = [f for f in self._refinement_fields if f not in self._Flamelet_Variables] + if missing: + raise Exception("Refinement field(s) not found in flamelet data: %s" % missing) + + combined_indicator = np.zeros(len(grid_in)) + for field in self._refinement_fields: + q_vals = Q_interp[:, self._Flamelet_Variables.index(field)] + q_norm = (q_vals - q_vals.min()) / (q_vals.max() - q_vals.min() + 1e-32) + # Approximate gradient magnitude via neighbour differences in the grid. + q_grid = np.full(n_grid * n_grid, np.nan) + q_grid[inside] = q_norm + q_grid = q_grid.reshape(n_grid, n_grid) + dqdy, dqdx = np.gradient(np.nan_to_num(q_grid)) + dq_mag = np.sqrt(dqdx**2 + dqdy**2) + dq_norm = (dq_mag / (dq_mag.max() + 1e-32)).ravel()[inside] + combined_indicator = np.maximum(combined_indicator, dq_norm) + + idx_ref = combined_indicator > self._curvature_threshold + XY_refinement = grid_in[idx_ref] + + # level_norm in the 3D scaler space: PV=0 normalised. + level_norm = self._scaler.transform(np.zeros([1, n_cv]))[0, self._level_cv_idx] + + return XY_refinement, XY_hull, data_hull.area, level_norm + def __ComputeCurvature(self, val_level:float): """ Compute the curvature of the reaction rate surface at a constant level-variable slice. From f94fa03e57b3b80ecc178321beb1fdaab829dfc9 Mon Sep 17 00:00:00 2001 From: bigfooted Date: Mon, 15 Jun 2026 22:31:12 +0200 Subject: [PATCH 2/7] add testcase --- .../LUT/FlameletTableGeneration.py | 8 +- .../MLP/Trainers_FGM/Trainers.py | 3 +- RegressionTests/run_regression.py | 2 + .../0_generate_config.py | 45 +++++++++ .../1_generate_flamelet_data.py | 19 ++++ .../2_collect_flamelet_data.py | 20 ++++ .../3_generate_table.py | 92 +++++++++++++++++++ 7 files changed, 184 insertions(+), 5 deletions(-) create mode 100644 TestCases/Flamelet_Table_CH4_equil/0_generate_config.py create mode 100644 TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py create mode 100644 TestCases/Flamelet_Table_CH4_equil/2_collect_flamelet_data.py create mode 100644 TestCases/Flamelet_Table_CH4_equil/3_generate_table.py diff --git a/Manifold_Generation/LUT/FlameletTableGeneration.py b/Manifold_Generation/LUT/FlameletTableGeneration.py index a5adaaf..dca12c3 100644 --- a/Manifold_Generation/LUT/FlameletTableGeneration.py +++ b/Manifold_Generation/LUT/FlameletTableGeneration.py @@ -709,8 +709,8 @@ def PlotTableSlices(self, fig.savefig(save_path, dpi=150, bbox_inches='tight') print(" Saved: %s" % save_path) if show: - plt.pause(0.01) # non-blocking: figure appears and script continues - # Do not close the figure so all windows stay open until the script ends. + plt.show() + plt.close(fig) return def VisualizeTableLevel(self, val_mix_frac:float, var_to_plot:str=None, @@ -780,8 +780,8 @@ def VisualizeTableLevel(self, val_mix_frac:float, var_to_plot:str=None, fig.savefig(save_path, dpi=150, bbox_inches='tight') print(" Saved: %s" % save_path) if show: - plt.pause(0.01) # non-blocking: figure appears and script continues - # Do not close the figure so all windows stay open until the script ends. + plt.show() + plt.close(fig) return def GenerateTableNodes(self): diff --git a/Manifold_Generation/MLP/Trainers_FGM/Trainers.py b/Manifold_Generation/MLP/Trainers_FGM/Trainers.py index 9de4a5a..ef052ab 100644 --- a/Manifold_Generation/MLP/Trainers_FGM/Trainers.py +++ b/Manifold_Generation/MLP/Trainers_FGM/Trainers.py @@ -868,7 +868,8 @@ def PlotFlameletData(Trainer:MLPTrainer, Config:Config_FGM, train_name:str): freeflamelet_input_files = [] for phi in idx_phi_plot: - freeflame_files = os.listdir(flamelet_dir + "/freeflame_data/"+freeflame_phis[phi]) + freeflame_files = [f for f in os.listdir(flamelet_dir + "/freeflame_data/"+freeflame_phis[phi]) + if f.endswith('.csv')] freeflamelet_input_files.append(flamelet_dir + "/freeflame_data/"+freeflame_phis[phi]+ "/"+freeflame_files[np.random.randint(0, len(freeflame_files))]) # Prepare a figure window for each output variable. diff --git a/RegressionTests/run_regression.py b/RegressionTests/run_regression.py index d0234cd..9135b39 100644 --- a/RegressionTests/run_regression.py +++ b/RegressionTests/run_regression.py @@ -42,6 +42,7 @@ def main(): consistency_NICFD_PINN = TestCase("PIML training NICFD") consistency_NICFD_PINN.config_dir = "FluidTraining/MM_PINN/" consistency_NICFD_PINN.config_file = "" + consistency_NICFD_PINN.tolerance= 0.01 consistency_NICFD_PINN.exec_command = "./train_MLP.py" consistency_NICFD_PINN.reference_files = ["SU2_MLP_ref.mlp"] consistency_NICFD_PINN.test_files = ["SU2_MLP.mlp"] @@ -51,6 +52,7 @@ def main(): hydrogen_flamelet = TestCase("H2_Flamelet") hydrogen_flamelet.config_dir = "FlameletGeneration/Adiabatic_H2/" hydrogen_flamelet.config_file = "adiabatic_flamelets.cfg" + hydrogen_flamelet.tolerance= 0.01 hydrogen_flamelet.exec_command = "./generate_flamelet_data.py" hydrogen_flamelet.reference_files = ["flamelet_data.ref"] hydrogen_flamelet.test_files = ["freeflame_data/phi_1.0/freeflamelet_phi1.0_Tu300.0.csv"] diff --git a/TestCases/Flamelet_Table_CH4_equil/0_generate_config.py b/TestCases/Flamelet_Table_CH4_equil/0_generate_config.py new file mode 100644 index 0000000..5a4e460 --- /dev/null +++ b/TestCases/Flamelet_Table_CH4_equil/0_generate_config.py @@ -0,0 +1,45 @@ +from Common.DataDrivenConfig import Config_FGM +import os + +Config = Config_FGM() +Config.SetConfigName("TableGeneration") + +# Fuel/oxidizer match equil.py: diluted CH4 (23% CH4 + 77% N2) vs diluted air +Config.SetFuelDefinition(fuel_species=["CH4", "N2"], fuel_weights=[0.23, 0.77]) +Config.SetOxidizerDefinition(oxidizer_species=["O2", "N2"], + oxidizer_weights=[0.23, 0.77]) +Config.SetReactionMechanism('gri30.yaml') + +# Single phi = 0.80 → single mixture fraction point (min == max) +Config.SetMixtureBounds(0.80, 0.80) +Config.SetNpMix(1) + +Config.SetUnbTempBounds(250, 800) +Config.SetNpTemp(56) + +Config.RunFreeFlames(False) +Config.RunBurnerFlames(False) +Config.RunEquilibrium(False) + +Config.RunCounterFlames(True) +Config.SetCounterFlowFixedStrain(True) +Config.SetCounterFlowStrainRate(56.0) +Config.SetInitialGridLength(0.02) # flame width in metres + +Config.SetTransportModel('unity-Lewis-number') +Config.SetConcatenationFileHeader("LUT_data") + + +# progress variable definition (still needed, not used) +Config.SetProgressVariableDefinition( + pv_species=['CO2', 'CO','H2','H2O'], + pv_weights=[1, 1, 1, 1]) + +# Preparing flamelet output directory. +flamelet_data_dir = os.getcwd() + "/flamelet_data/" +if not os.path.isdir(flamelet_data_dir): + os.mkdir(flamelet_data_dir) +Config.SetOutputDir(flamelet_data_dir) + +Config.PrintBanner() +Config.SaveConfig() diff --git a/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py b/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py new file mode 100644 index 0000000..a4e5b28 --- /dev/null +++ b/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py @@ -0,0 +1,19 @@ +# Generate flamelet data for a counterflow diffusion flame sweep + +# Limit inner thread pools BEFORE any library imports to prevent oversubscription +import os +os.environ.setdefault("OMP_NUM_THREADS", "1") +os.environ.setdefault("OPENBLAS_NUM_THREADS", "1") +os.environ.setdefault("MKL_NUM_THREADS", "1") +os.environ.setdefault("VECLIB_MAXIMUM_THREADS", "1") +os.environ.setdefault("NUMEXPR_NUM_THREADS", "1") + +from Common.DataDrivenConfig import Config_FGM +from Data_Generation.DataGenerator_FGM import ComputeFlameletData, DataGenerator_Cantera + +# Load FGM configuration +Config = Config_FGM("TableGeneration.cfg") + +ComputeFlameletData(Config, run_parallel=False, N_processors=1, loglevel=1, + counter_flame_refine={"ratio": 3, "slope": 0.02, "curve": 0.03, "prune": 0.01}) + diff --git a/TestCases/Flamelet_Table_CH4_equil/2_collect_flamelet_data.py b/TestCases/Flamelet_Table_CH4_equil/2_collect_flamelet_data.py new file mode 100644 index 0000000..0fc3024 --- /dev/null +++ b/TestCases/Flamelet_Table_CH4_equil/2_collect_flamelet_data.py @@ -0,0 +1,20 @@ +# Collect flamelet data into data sets for table generation +from Common.DataDrivenConfig import Config_FGM +from Data_Processing.collectFlameletData import FlameletConcatenator + +Config = Config_FGM("TableGeneration.cfg") + +Concat = FlameletConcatenator(Config) + +# Include NOx reaction rates and heat release in flamelet data set +Concat.SetAuxilarySpecies(["H2", "CO2", "H2O", "CO", "NOx"]) +Concat.SetLookUpVars(["Heat_Release", "Density", "Y-OH", "X-H2", "X-CO2", "X-H2O", "X-CO"]) + +# Apply source term and chemical equilibrium data corrections for table generation. +Concat.WriteLUTData(True) + +Concat.SetNEquilibriumNodes(1) # sample N rows from each eq file + + +# Read and concatenate flamelet data +Concat.ConcatenateFlameletData() diff --git a/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py b/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py new file mode 100644 index 0000000..6eea3f7 --- /dev/null +++ b/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py @@ -0,0 +1,92 @@ +from Manifold_Generation.LUT.FlameletTableGeneration import SU2TableGenerator +from Common.DataDrivenConfig import Config_FGM +import matplotlib +import matplotlib.pyplot as plt + +# ── Output options ────────────────────────────────────────────────────────── +SHOW_FIGURES = True # keep all figures open (non-blocking) while script runs +SAVE_FIGURES = True # save all figures as PNG files in the working directory + +if SHOW_FIGURES: + plt.ion() # interactive mode: plt.pause() displays without blocking + +def _save(name): + return name if SAVE_FIGURES else None + +def _show(fig_fn, *args, **kwargs): + """Call a visualisation method once with save_path and show set from the global flags.""" + if not SHOW_FIGURES and not SAVE_FIGURES: + return + kwargs['save_path'] = kwargs.get('save_path') if SAVE_FIGURES else None + kwargs['show'] = SHOW_FIGURES + fig_fn(*args, **kwargs) + +# Loading configuration. +Config = Config_FGM("TableGeneration.cfg") + +# Initializing table module and pre-process interpolator. +Tgen = SU2TableGenerator(Config, n_near=14, p_fac=3) + +# Generate a 2D (MixtureFraction, EnthalpyTot) LUT from counterflow diffusion +# flames at fixed strain rate. The plane axes are (Z, h); ProgressVariable is +# the nominal "level" variable but is unused (single-level 2D table). +Tgen.SetTableAxes(level_cv_name="ProgressVariable", + plane_cv_names=["MixtureFraction", "EnthalpyTot"]) + +# min == max triggers 2D mode: one mesh spanning the full (Z, h) data cloud. +Tgen.SetMixtureFractionLimits(mix_frac_min=0.0, mix_frac_max=0.0) +Tgen.SetNTableLevels(1) + +# Refinement: use Temperature and Heat_Release as indicators. +# Heat_Release concentrates points near the reaction zone in (Z, h) space. +Tgen.SetRefinementFields(["Heat_Release", "Temperature"]) +Tgen.SetRefinementMethod("gradient") + +# medium resolution +Tgen.SetBaseCellSize(5e-3) +Tgen.SetRefinedCellSize(2e-3) +Tgen.SetRefinementRadius(5e-3) +Tgen.SetMaxRefinementSeeds(500) +Tgen.SetHullCellSize(5e-3) + +# Generate table connectivity and interpolate flamelet data onto mesh nodes. +Tgen.GenerateTableNodes() + +# ── Diagnostics: inspect table quality before writing ────────────────────── +# T(Z) for 10 enthalpy levels spanning the full data range. +_show(Tgen.PlotTableSlices, + x_cv = "MixtureFraction", + y_var = "Temperature", + slice_cv = "EnthalpyTot", + slice_range = None, + n_slices = 10, + n_x_points = 300, + save_path = _save("T_vs_Z_slices.png")) + +# Heat_Release(Z) for the same 10 enthalpy levels. +_show(Tgen.PlotTableSlices, + x_cv = "MixtureFraction", + y_var = "Heat_Release", + slice_cv = "EnthalpyTot", + slice_range = None, + n_slices = 10, + n_x_points = 300, + save_path = _save("HRR_vs_Z_slices.png")) + +# Mesh only: +_show(Tgen.VisualizeTableLevel, 0.0, + save_path=_save("mesh_ZH.png")) +# 2D colour map of Temperature (no wireframe): +_show(Tgen.VisualizeTableLevel, 0.0, "Temperature", + plot_3d=False, show_grid=False, save_path=_save("T_ZH_2d.png")) +# 3D surface of Temperature (with wireframe): +_show(Tgen.VisualizeTableLevel, 0.0, "Temperature", + plot_3d=True, show_grid=True, save_path=_save("T_ZH_3d.png")) + +# Write SU2 .drg table file (Dragon v1.0.1 format, 2D, MixtureFraction + EnthalpyTot). +Tgen.WriteTableFile() + +# Keep all figure windows open until the user closes them. +if SHOW_FIGURES: + plt.ioff() + plt.show(block=True) From a9c441519073e91b81389a16b5d0be30754d2d96 Mon Sep 17 00:00:00 2001 From: bigfooted Date: Tue, 16 Jun 2026 19:53:53 +0200 Subject: [PATCH 3/7] modify regression --- .../FGM_MLP/TrainingHistory_ref.csv | 200 +++--- .../Adiabatic_H2/flamelet_data.ref | 661 +++++++++--------- .../1_generate_flamelet_data.py | 2 +- .../3_generate_table.py | 1 - 4 files changed, 432 insertions(+), 432 deletions(-) diff --git a/RegressionTests/FGM_MLP/TrainingHistory_ref.csv b/RegressionTests/FGM_MLP/TrainingHistory_ref.csv index 767d6cc..c2f5b8a 100644 --- a/RegressionTests/FGM_MLP/TrainingHistory_ref.csv +++ b/RegressionTests/FGM_MLP/TrainingHistory_ref.csv @@ -1,101 +1,101 @@ epoch,learning_rate,validation_loss_Temperature -0.0,0.002511886414140463,0.003261740882291982 -1.0,0.0024867933243513107,0.0012693000062260348 -2.0,0.00246195076033473,0.0006492836575858172 -3.0,0.0024373566266149282,0.00038054055047048675 -4.0,0.0024130078963935375,0.00030312628312585324 -5.0,0.0023889027070254087,0.00025297128692127445 -6.0,0.0023650380317121744,0.0004976461843269194 -7.0,0.0023414120078086853,0.000392183416680488 -8.0,0.0023180218413472176,0.00025225905367550784 -9.0,0.0022948654368519783,0.0001971796231246489 -10.0,0.0022719402331858873,0.00015681026087631064 -11.0,0.0022492443677037954,0.00023235166377884395 -12.0,0.002226774813607335,0.00020787016267884105 -13.0,0.0022045299410820007,0.00012585795164608035 -14.0,0.002182507188990712,0.00010302080970787644 -15.0,0.0021607044618576765,0.00011043602237047693 -16.0,0.002139119664207101,0.00013361263518323302 -17.0,0.0021177504677325487,0.00011175538300544925 -18.0,0.0020965945441275835,9.405854282469824e-05 -19.0,0.002075650030747056,0.0001050381367239531 -20.0,0.0020549148321151733,0.0001669383019208352 -21.0,0.0020343868527561426,0.00014354491129359948 -22.0,0.0020140637643635273,0.00014290437214877898 -23.0,0.001993943704292178,0.0001412308001206944 -24.0,0.001974024809896946,0.00012639827591006997 -25.0,0.001954304752871394,0.00011912546665296864 -26.0,0.0019347817869856954,9.863657897016194e-05 -27.0,0.0019154538167640567,8.616487473383986e-05 -28.0,0.0018963189795613289,7.194870890016959e-05 -29.0,0.001877375179901719,6.564750944963133e-05 -30.0,0.0018586206715554,6.722900467435284e-05 -31.0,0.001840053591877222,7.615274787853941e-05 -32.0,0.0018216718453913927,7.322992612077595e-05 -33.0,0.0018034738022834063,6.45986400425122e-05 -34.0,0.0017854574834927917,0.00017274341588332522 -35.0,0.0017676213756203651,0.00012914315015066417 -36.0,0.001749963266775012,0.00010363262768994418 -37.0,0.0017324814107269049,9.454099817914877e-05 -38.0,0.0017151744104921818,9.213901441478103e-05 -39.0,0.0016980402870103717,6.600670517198538e-05 -40.0,0.0016810772940516472,4.7091020478485634e-05 -41.0,0.0016642838018015027,4.480684255123577e-05 -42.0,0.001647657947614789,4.528299501339915e-05 -43.0,0.0016311983345076442,4.7959364260931456e-05 -44.0,0.001614903099834919,5.357087881897957e-05 -45.0,0.0015987706137821078,7.339591314448648e-05 -46.0,0.0015827992465347052,0.0001128617633853505 -47.0,0.001566987601108849,0.00011430177918503621 -48.0,0.0015513338148593903,8.01460151486877e-05 -49.0,0.0015358362579718232,6.538678216091262e-05 -50.0,0.0015204936498776078,5.908001054145042e-05 -51.0,0.0015053042443469167,5.3310511593483434e-05 -52.0,0.0014902666443958879,4.484316712870051e-05 -53.0,0.0014753794530406594,3.947810129517275e-05 -54.0,0.0014606406912207603,3.908478369453984e-05 -55.0,0.0014460491947829723,4.0402442021406934e-05 -56.0,0.0014316035667434335,4.060675922587043e-05 -57.0,0.00141730229370296,3.792208885711232e-05 -58.0,0.0014031436294317245,4.216751223494908e-05 -59.0,0.0013891267590224743,4.891576756168167e-05 -60.0,0.0013752495869994164,3.346613131139096e-05 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+99.0,0.000929671514313668,5.679195039714909e-05 diff --git a/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref b/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref index 5859718..14375f8 100644 --- a/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref +++ b/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref @@ -1,330 +1,331 @@ 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diff --git a/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py b/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py index a4e5b28..6a1ad56 100644 --- a/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py +++ b/TestCases/Flamelet_Table_CH4_equil/1_generate_flamelet_data.py @@ -9,7 +9,7 @@ os.environ.setdefault("NUMEXPR_NUM_THREADS", "1") from Common.DataDrivenConfig import Config_FGM -from Data_Generation.DataGenerator_FGM import ComputeFlameletData, DataGenerator_Cantera +from Data_Generation.DataGenerator_FGM import ComputeFlameletData # Load FGM configuration Config = Config_FGM("TableGeneration.cfg") diff --git a/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py b/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py index 6eea3f7..153e3b5 100644 --- a/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py +++ b/TestCases/Flamelet_Table_CH4_equil/3_generate_table.py @@ -1,6 +1,5 @@ from Manifold_Generation.LUT.FlameletTableGeneration import SU2TableGenerator from Common.DataDrivenConfig import Config_FGM -import matplotlib import matplotlib.pyplot as plt # ── Output options ────────────────────────────────────────────────────────── From 1ec48b460a3b389d6bb6cf8d0cd538f2c58bbe1e Mon Sep 17 00:00:00 2001 From: bigfooted Date: Tue, 16 Jun 2026 20:18:38 +0200 Subject: [PATCH 4/7] fix string --- .../Adiabatic_H2/flamelet_data.ref | 660 +++++++++--------- RegressionTests/MLPCppwrapper/test_wrapper.py | 2 +- 2 files changed, 331 insertions(+), 331 deletions(-) diff --git a/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref b/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref index 14375f8..562a814 100644 --- a/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref +++ b/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref @@ -1,331 +1,331 @@ Distance,Velocity,Y-H2,Y-H,Y-O,Y-O2,Y-OH,Y-H2O,Y-HO2,Y-H2O2,Y-AR,Y-N2,Y_dot_net-H2,Y_dot_net-H,Y_dot_net-O,Y_dot_net-O2,Y_dot_net-OH,Y_dot_net-H2O,Y_dot_net-HO2,Y_dot_net-H2O2,Y_dot_net-AR,Y_dot_net-N2,Y_dot_pos-H2,Y_dot_pos-H,Y_dot_pos-O,Y_dot_pos-O2,Y_dot_pos-OH,Y_dot_pos-H2O,Y_dot_pos-HO2,Y_dot_pos-H2O2,Y_dot_pos-AR,Y_dot_pos-N2,Y_dot_neg-H2,Y_dot_neg-H,Y_dot_neg-O,Y_dot_neg-O2,Y_dot_neg-OH,Y_dot_neg-H2O,Y_dot_neg-HO2,Y_dot_neg-H2O2,Y_dot_neg-AR,Y_dot_neg-N2,Cp-H2,Cp-H,Cp-O,Cp-O2,Cp-OH,Cp-H2O,Cp-HO2,Cp-H2O2,Cp-AR,Cp-N2,h-H2,h-H,h-O,h-O2,h-OH,h-H2O,h-HO2,h-H2O2,h-AR,h-N2,Le-H2,Le-H,Le-O,Le-O2,Le-OH,Le-H2O,Le-HO2,Le-H2O2,Le-AR,Le-N2,X-H2,X-H,X-O,X-O2,X-OH,X-H2O,X-HO2,X-H2O2,X-AR,X-N2,EnthalpyTot,MixtureFraction,Temperature,Density,MolarWeightMix,Cp,Conductivity,ViscosityDyn,Heat_Release 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diff --git a/RegressionTests/MLPCppwrapper/test_wrapper.py b/RegressionTests/MLPCppwrapper/test_wrapper.py index 62a1913..97294d0 100755 --- a/RegressionTests/MLPCppwrapper/test_wrapper.py +++ b/RegressionTests/MLPCppwrapper/test_wrapper.py @@ -32,7 +32,7 @@ F.ConcatenateFlameletData() F.CollectBoundaryData() -flamelet_to_test = choice(os.listdir("freeflame_data/phi_0.5/")) +flamelet_to_test = choice([f for f in os.listdir("freeflame_data/phi_0.5/") if f.endswith('.csv')]) flamelet_data_file = "freeflame_data/phi_0.5/%s" % flamelet_to_test with open(flamelet_data_file,'r') as fid: From 715d5df22078da3112ac0b399a4226914746ed0b Mon Sep 17 00:00:00 2001 From: bigfooted Date: Tue, 16 Jun 2026 21:41:15 +0200 Subject: [PATCH 5/7] flamelet data ref --- .../Adiabatic_H2/flamelet_data.ref | 660 +++++++++--------- 1 file changed, 330 insertions(+), 330 deletions(-) diff --git a/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref b/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref index 562a814..6c45dff 100644 --- a/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref +++ b/RegressionTests/FlameletGeneration/Adiabatic_H2/flamelet_data.ref @@ -1,331 +1,331 @@ 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From 98bfbd0f27e9415528abbc1af7ebcda8dc6415be Mon Sep 17 00:00:00 2001 From: bigfooted Date: Sat, 20 Jun 2026 09:39:07 +0200 Subject: [PATCH 6/7] review suggestions --- Data_Generation/DataGenerator_FGM.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/Data_Generation/DataGenerator_FGM.py b/Data_Generation/DataGenerator_FGM.py index fbfb4cc..45d6a0c 100644 --- a/Data_Generation/DataGenerator_FGM.py +++ b/Data_Generation/DataGenerator_FGM.py @@ -138,11 +138,9 @@ def __SynchronizeSettings(self): self.__run_counterflames = self._Config.GenerateCounterFlames() self.__counterflow_fixed_strain = getattr(self._Config, '_Config_FGM__counterflow_fixed_strain', DefaultSettings_FGM.counterflow_fixed_strain) self.__counterflow_strain_rate = getattr(self._Config, '_Config_FGM__counterflow_strain_rate', DefaultSettings_FGM.counterflow_strain_rate) - try: - self.__counterflow_fixed_strain = self._Config.GetCounterFlowFixedStrain() - self.__counterflow_strain_rate = self._Config.GetCounterFlowStrainRate() - except AttributeError: - pass + self.__counterflow_fixed_strain = self._Config.GetCounterFlowFixedStrain() + self.__counterflow_strain_rate = self._Config.GetCounterFlowStrainRate() + self.__PrepareOutputDirectories() self.__translate_to_matlab = self._Config.WriteMatlabFiles() From 9601aa6a00aedcec716d46afc80c8b55bab4b292 Mon Sep 17 00:00:00 2001 From: bigfooted Date: Sat, 20 Jun 2026 10:07:09 +0200 Subject: [PATCH 7/7] review suggestions --- Data_Processing/DataPlotters.py | 46 ++++++++++++++++++++++++++++++++- 1 file changed, 45 insertions(+), 1 deletion(-) diff --git a/Data_Processing/DataPlotters.py b/Data_Processing/DataPlotters.py index b9aed4a..c9df420 100644 --- a/Data_Processing/DataPlotters.py +++ b/Data_Processing/DataPlotters.py @@ -14,15 +14,18 @@ class DataPlotter_FGM(DataPlotter_Base): __data_dir:str = None __plot_freeflames:bool = DefaultSettings_FGM.include_freeflames __plot_burnerflames:bool = DefaultSettings_FGM.include_burnerflames + __plot_counterflowflames:bool = DefaultSettings_FGM.include_counterflowflames __plot_equilibrium:bool = DefaultSettings_FGM.include_equilibrium __manual_select:bool = True __color_freeflames:str = 'r' __color_burnerflames:str = 'm' + __color_counterflowflames:str = 'g' __color_equilibrium:str = 'b' __freeflame_displayname = r"Adiabatic flame data" __burnerflame_displayname = r"Burner-stabilized data" + __counterflowflame_displayname = r"Counterflow flame data" __equilibrium_displayname = r"Chemical equilibrium data" __mix_status:list[float] = [] @@ -52,6 +55,7 @@ def __init__(self, Config_in:Config_FGM=None): self.__data_dir = self._Config.GetOutputDir() self.__plot_freeflames = self._Config.GenerateFreeFlames() self.__plot_burnerflames = self._Config.GenerateBurnerFlames() + self.__plot_counterflowflames = self._Config.GenerateCounterFlames() self.__plot_equilibrium = self._Config.GenerateEquilibrium() return @@ -94,6 +98,15 @@ def PlotBurnerflames(self, input:bool=DefaultSettings_FGM.include_burnerflames): self.__plot_burnerflames = input return + def PlotCounterflowflames(self, input:bool=False): + """Plot data under counterflowflame_data directory in the flamelet data directory. + + :param input: plot counterflow flame data. + :type input: bool + """ + self.__plot_counterflowflames = input + return + def PlotEquilibrium(self, input:bool=DefaultSettings_FGM.include_equilibrium): """Plot data under equilibrium_data directory in the flamelet data directory. @@ -158,6 +171,18 @@ def _PlotBody(self, plot_variables: list[str]): plot_label="" plot_data_burnerflame.append(plot_data) + plot_data_counterflowflame = [] + if self.__plot_counterflowflames: + plot_label=self.__counterflowflame_displayname + for f in self.counterflowflame_files: + plot_data = self.__GeneratePlotData(f, plot_variables) + if plot_3D: + self._ax.plot3D(plot_data[:,0],plot_data[:,1],plot_data[:,2],color=self.__color_counterflowflames, label=plot_label, linewidth=2) + else: + self._ax.plot(plot_data[:,0],plot_data[:,1],color=self.__color_counterflowflames, label=plot_label, linewidth=2) + plot_label="" + plot_data_counterflowflame.append(plot_data) + plot_data_eq = [] if self.__plot_equilibrium: plot_label=self.__equilibrium_displayname @@ -170,7 +195,7 @@ def _PlotBody(self, plot_variables: list[str]): plot_label="" plot_data_eq.append(plot_data) - return [plot_data_freeflame, plot_data_burnerflame, plot_data_eq] + return [plot_data_freeflame, plot_data_burnerflame, plot_data_counterflowflame, plot_data_eq] def __GetFileNames(self): @@ -220,6 +245,25 @@ def __GetFileNames(self): for file in filenames: self.burnerflame_files.append(burnerflame_dir + header + str(round(i, 6)) + "/" +file) + if self.__plot_counterflowflames: + self.counterflowflame_files = [] + counterflowflame_dir = self.__data_dir + "/counterflowflame_data/" + if self.__manual_select and len(self.__mix_status) == 0: + filenames = askopenfilenames(initialdir=counterflowflame_dir, title="Choose counterflow flame files to plot") + for file in filenames: + self.counterflowflame_files.append(file) + else: + for i in self.__mix_status: + if self.__manual_select: + filenames = askopenfilenames(initialdir=counterflowflame_dir+ header + str(round(i, 6)), title="Choose counterflow flame files to plot") + for file in filenames: + self.counterflowflame_files.append(file) + else: + filenames = next(os.walk(counterflowflame_dir + header + str(round(i, 6))), (None, None, []))[2] + filenames.sort() + for file in filenames: + self.counterflowflame_files.append(counterflowflame_dir + header + str(round(i, 6)) + "/" +file) + if self.__plot_equilibrium: self.equilibrium_files = [] equilibrium_dir = self.__data_dir + "/equilibrium_data/"