From 02054f67ae28c89868e6ba48f62a06c0eee3ff9b Mon Sep 17 00:00:00 2001 From: JVTFEM <54239378+JVTFEM@users.noreply.github.com> Date: Mon, 7 Sep 2020 12:01:26 +0200 Subject: [PATCH 1/5] Update optimization.py Automatic csv updater --- optimization.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/optimization.py b/optimization.py index c23822f..6d6c6f5 100644 --- a/optimization.py +++ b/optimization.py @@ -8,10 +8,17 @@ # ------------------------------------------------------------------- import dot as dot import numpy as nm +import pandas as pd +import pathlib import analysis as anal # Library of utility functions for use # with GENESIS linear static analysis # using the pyNastran interface - +f = open("exp_data.dat", "w",newline='') +current_folder = str(pathlib.Path.cwd()) +csv_file_name = str(list(pathlib.Path(current_folder).glob('*.csv'))[0]).replace(current_folder+'\\','') +new_file_data = pd.read_csv(csv_file_name).to_csv(header=None,index=False) +f.write(str(new_file_data)) +f.close() # ------------------------------------------------------------------- # BDF, OP2 and experimental data files # ------------------------------------------------------------------- From 04ed7965241356db327acfae3ab7ed215abb5415 Mon Sep 17 00:00:00 2001 From: JVTFEM <54239378+JVTFEM@users.noreply.github.com> Date: Mon, 7 Sep 2020 16:19:47 +0200 Subject: [PATCH 2/5] Automated data file maker/manager This allows for csv data files to be used in the code --- exp_data.dat | 977 ------------------------------------------------ optimization.py | 45 ++- 2 files changed, 35 insertions(+), 987 deletions(-) diff --git a/exp_data.dat b/exp_data.dat index 23989d5..e69de29 100644 --- a/exp_data.dat +++ b/exp_data.dat @@ -1,977 +0,0 @@ - 1, 1.26565000e-02, 4.71511000e-02, 2.50000000e-03, 1.58901196e-06, 3.29854697e-06, 0.00000000e+00 - 2, 1.10615000e-02, 4.72430000e-02, 2.50000000e-03, 1.63992422e-06, 3.41282589e-06, 0.00000000e+00 - 3, 9.36930000e-03, 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5.00000000e-02, 1.00000000e-01, 2.50000000e-03, 7.42596100e-08, 7.41195799e-06, 0.00000000e+00 diff --git a/optimization.py b/optimization.py index 6d6c6f5..5aaa635 100644 --- a/optimization.py +++ b/optimization.py @@ -8,22 +8,47 @@ # ------------------------------------------------------------------- import dot as dot import numpy as nm -import pandas as pd -import pathlib import analysis as anal # Library of utility functions for use # with GENESIS linear static analysis # using the pyNastran interface -f = open("exp_data.dat", "w",newline='') -current_folder = str(pathlib.Path.cwd()) -csv_file_name = str(list(pathlib.Path(current_folder).glob('*.csv'))[0]).replace(current_folder+'\\','') -new_file_data = pd.read_csv(csv_file_name).to_csv(header=None,index=False) -f.write(str(new_file_data)) -f.close() +# ------------------------------------------------------------------- +# Generating the required data file in the required format +# ------------------------------------------------------------------- +def exp_fname(fname): + import pandas as pd + import pathlib + + # Get the path of the current directory + Path1 = str(pathlib.Path.cwd()) + + # Get the name of all ".csv" files in current directory + csv_s = list(pathlib.Path(Path1).glob('*.csv')) + + if csv_s == []: + # If no ".csv" files can be found use the default data file + print("NO csv FILE FOUND USING DEFAULT FILE") + fname = "exp_data.dat" + + else: + # If ".csv" file(s) are found, use the first avalaible file and + # generate the experimental data file according to requested file name + + csv_file_name = str(csv_s[0]).replace(str(Path1)+'\\','') + file_data = pd.read_csv(csv_file_name) + new_file = file_data.to_csv(header=None,index=False) + f = open(fname, "w",newline='') + f.write(str(new_file)) + f.close() + + return fname + + # ------------------------------------------------------------------- # BDF, OP2 and experimental data files # ------------------------------------------------------------------- + BDF_FILE = 'platewithhole_FEM.dat' -EXP_FILE = 'exp_data.dat' #(ID, x_loc, y_loc, z_loc, Tx, Ty, Tz) +EXP_FILE = exp_fname('exp_data.csv') #(ID, x_loc, y_loc, z_loc, Tx, Ty, Tz) # ------------------------------------------------------------------- @@ -46,7 +71,7 @@ def myEvaluate(x, obj, g, param): anal.changeMAT1Card( BDF_FILE, 1, E, G ) # Run GENESIS - anal.runGENESIS( BDF_FILE, unZipOP2=True ) + anal.runGENESIS( BDF_FILE, unZipOP2=False ) # Get the objective function value. We multiply it with a large # value to get optimum values in the range of 1 or so (better for From 98939e05f2042ec28649d036e721b718a3713767 Mon Sep 17 00:00:00 2001 From: JVTFEM <54239378+JVTFEM@users.noreply.github.com> Date: Mon, 14 Sep 2020 01:46:15 +0200 Subject: [PATCH 3/5] Updated optimization file New update allows the file to detect the units of the .dat file and apply the correct scale factors --- optimization.py | 43 +++++++++++++++++++++++++++++++++---------- 1 file changed, 33 insertions(+), 10 deletions(-) diff --git a/optimization.py b/optimization.py index 5aaa635..427b60f 100644 --- a/optimization.py +++ b/optimization.py @@ -11,9 +11,6 @@ import analysis as anal # Library of utility functions for use # with GENESIS linear static analysis # using the pyNastran interface -# ------------------------------------------------------------------- -# Generating the required data file in the required format -# ------------------------------------------------------------------- def exp_fname(fname): import pandas as pd import pathlib @@ -41,14 +38,11 @@ def exp_fname(fname): f.close() return fname - - # ------------------------------------------------------------------- # BDF, OP2 and experimental data files # ------------------------------------------------------------------- - -BDF_FILE = 'platewithhole_FEM.dat' -EXP_FILE = exp_fname('exp_data.csv') #(ID, x_loc, y_loc, z_loc, Tx, Ty, Tz) +BDF_FILE = 'thin_plt_sim1-solution_1.dat' +EXP_FILE = exp_fname('exp_data.dat') #(ID, x_loc, y_loc, z_loc, Tx, Ty, Tz) # ------------------------------------------------------------------- @@ -59,13 +53,41 @@ def exp_fname(fname): # param - Possible pass through parameters - in this case the # the transformation matrix # ------------------------------------------------------------------- +def get_units(fname): + cur_file = open(fname,"r+") + cur_file.seek(0,2) + no_chars = cur_file.tell() + cur_file.seek(0,0) + ind = 0 + cur_pos = cur_file.tell() + + while cur_pos <= no_chars and ind < 40: + ind += 1 + line = cur_file.readline() + cur_pos = cur_file.tell() + if "mm" in line: + units = "mm" + break + if "Meter" in line: + units = "M" + break + cur_file.close() + return units + +units = get_units(BDF_FILE) + def myEvaluate(x, obj, g, param): # We unscale the design variables here. We work with E and G # since they have roughly the same order of magnitude (better for # the optimizer) - E = x[0] * 1.e10 - G = x[1] * 1.e10 + if units == 'mm': + scalar = 1.e7 + else: + scalar = 1.e10 + + E = x[0] * scalar + G = x[1] * scalar # Change the GENESIS input file anal.changeMAT1Card( BDF_FILE, 1, E, G ) @@ -111,6 +133,7 @@ def myEvaluate(x, obj, g, param): xu[i] = 20. x[i] = 10. +x[1] = x[0]/3 # Instantiate the DOT object aDot = dot.dot() From 0e1e4099cdbf083ed32a3c225366e65fa4597080 Mon Sep 17 00:00:00 2001 From: JVTFEM <54239378+JVTFEM@users.noreply.github.com> Date: Tue, 15 Sep 2020 10:52:36 +0200 Subject: [PATCH 4/5] Update optimization.py --- optimization.py | 45 ++++++++++++++++++++++++++++++++------------- 1 file changed, 32 insertions(+), 13 deletions(-) diff --git a/optimization.py b/optimization.py index 427b60f..b8c030e 100644 --- a/optimization.py +++ b/optimization.py @@ -54,24 +54,40 @@ def exp_fname(fname): # the transformation matrix # ------------------------------------------------------------------- def get_units(fname): - cur_file = open(fname,"r+") + cur_file = open(fname,"r") + + #Determine the total number of characters in file cur_file.seek(0,2) no_chars = cur_file.tell() + + #Set cursor back to starting position cur_file.seek(0,0) - ind = 0 - cur_pos = cur_file.tell() + cur_pos = 0 + + while cur_pos <= no_chars: - while cur_pos <= no_chars and ind < 40: - ind += 1 line = cur_file.readline() cur_pos = cur_file.tell() - if "mm" in line: - units = "mm" - break - if "Meter" in line: - units = "M" - break + + if "$* UNITS:" in line: + + #Look for presense of "mm" in units line + if "mm" in line: + units = "mm" + cur_file.close() + break + + #Look for presense of "Meter" in units line + if "Meter" in line: + units = "M" + cur_file.close() + break + + #if the units could not be found the default unit is assumed + #to be in mm + units = "mm" cur_file.close() + return units units = get_units(BDF_FILE) @@ -82,8 +98,10 @@ def myEvaluate(x, obj, g, param): # since they have roughly the same order of magnitude (better for # the optimizer) if units == 'mm': - scalar = 1.e7 + # mN/mm^2 + scalar = 1.e7 else: + # N/m^2 scalar = 1.e10 E = x[0] * scalar @@ -132,8 +150,9 @@ def myEvaluate(x, obj, g, param): xl[i] = 2. xu[i] = 20. x[i] = 10. - +# Poision's ratio set to 0.5 as default value, therefore G = E/3 x[1] = x[0]/3 + # Instantiate the DOT object aDot = dot.dot() From ab2c1bd80edbac2fc7da1ac5c1f5737436a8454a Mon Sep 17 00:00:00 2001 From: JVTFEM <54239378+JVTFEM@users.noreply.github.com> Date: Tue, 15 Sep 2020 10:57:16 +0200 Subject: [PATCH 5/5] Update optimization.py --- optimization.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/optimization.py b/optimization.py index b8c030e..05f7277 100644 --- a/optimization.py +++ b/optimization.py @@ -41,7 +41,7 @@ def exp_fname(fname): # ------------------------------------------------------------------- # BDF, OP2 and experimental data files # ------------------------------------------------------------------- -BDF_FILE = 'thin_plt_sim1-solution_1.dat' +BDF_FILE = 'platewithhole_FEM.dat' EXP_FILE = exp_fname('exp_data.dat') #(ID, x_loc, y_loc, z_loc, Tx, Ty, Tz)