improved dummy yield surface generator
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@ -13,8 +13,9 @@ def asFullTensor(voigt):
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[voigt[5],voigt[4],voigt[2]]])
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def Hill48(x, F,G,H,L,M,N):
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return F*(x[1]-x[2])**2 + G*(x[2]-x[0])**2 + H*(x[0]-x[1])** + \
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a= F*(x[1]-x[2])**2 + G*(x[2]-x[0])**2 + H*(x[0]-x[1])** + \
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2*L*x[4]**2 + 2*M*x[5]**2 + 2*N*x[3]**2 -1.
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return a.ravel()
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def vonMises(x, S_y):
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p = svd(asFullTensor(x))
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@ -44,7 +45,6 @@ class Loadcase():
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for off in [[1,3,0],[2,6,0],[5,7,0]]:
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off=np.array(off)
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np.random.shuffle(off)
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print off
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if off[0] != 0:
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defgrad[off[0]]=values[off[0]]
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stress[off[0]]='*'
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@ -66,16 +66,15 @@ class Criterion(object):
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self.popt = 0.0
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def fit(self,stress):
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print len(stress)
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if self.name == 'hill48':
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try:
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self.popt, pcov = curve_fit(Hill48, stress, np.zeros(np.shape(stress)[0]))
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self.popt, pcov = curve_fit(Hill48, stress, np.zeros(np.shape(stress)[1]))
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print self.popt
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except:
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pass
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elif self.name == 'vonmises':
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try:
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self.popt, pcov = curve_fit(vonMises, stress.transpose(), np.shape(stress)[0])
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self.popt, pcov = curve_fit(vonMises, stress.transpose(), np.shape(stress)[1])
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except:
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pass
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@ -102,21 +101,21 @@ class myThread (threading.Thread):
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def doSim(delay,thread):
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s.acquire()
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me=getLoadcase()+1
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print('starting sim %i from thread %s'%(me,thread))
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me=getLoadcase()
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print('starting sim %i from %s'%(me,thread))
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f=open('%s.load'%me,'w')
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f.write(myLoad.getNext(me))
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f.close()
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#dummy
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print('doing postprocessing sim %i from %s'%(me,thread))
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voigt = np.random.random_sample(6)*90e6
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global stressAll
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stressAll=np.append(stressAll,asFullTensor(voigt).reshape(1,9))
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stressAll=stressAll.reshape(len(stressAll)//9,9)
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stressAll=np.append(stressAll,asFullTensor(voigt).reshape(9))
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stressAll=stressAll.reshape(9,len(stressAll)//9)
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myFit.fit(stressAll)
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s.release()
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time.sleep(delay)
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s.acquire()
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print('doing postprocessing sim %i from thread %s'%(me,thread))
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s.release()
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def getLoadcase():
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@ -156,10 +155,4 @@ for i in range(N_threads):
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for i in range(N_threads):
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t[i].join()
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a, b = curve_fit(Hill48, stressAll.transpose(), np.zeros(10))
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print a
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print "Exiting Main Thread"
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