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diff --git a/Machine_Design_by_U.C._Jindal/Ch8_1.ipynb b/Machine_Design_by_U.C._Jindal/Ch8_1.ipynb deleted file mode 100755 index 23f4219b..00000000 --- a/Machine_Design_by_U.C._Jindal/Ch8_1.ipynb +++ /dev/null @@ -1,838 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Ch:8 Springs" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-1 - Page 224" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Ks is 1.0000 \n", - "\n", - " Kw is 1.1025 \n", - "\n", - " Kc is 1.103 \n", - "\n", - " The Spring Stiffness is 16.0 N/mm\n", - "\n", - " The Axial deflection is 18.000 mm\n" - ] - } - ], - "source": [ - "d=5#\n", - "D=30#\n", - "G=84*(10**3)#\n", - "Na=15#\n", - "#Axial Load W\n", - "W=300#\n", - "#Spring index C\n", - "C=30/5#\n", - "#Shear stress Augmentation factor Ks\n", - "Ks=((2*C)+1)/(2*C)#\n", - "#Wahl's factor Kw\n", - "Kw=(((4*C)-1)/((4*C)-4))+(0.615/C)#\n", - "#Curvature correction factor Kc\n", - "Kc=Kw/Ks#\n", - "#Spring stiffness k\n", - "k=(G*(d**4))/(8*(D**3)*Na)#\n", - "#Axial deflection delta\n", - "delta=W/k#\n", - "print \" Ks is %0.4f \"%(Ks)#\n", - "print \"\\n Kw is %0.4f \"%(Kw)#\n", - "print \"\\n Kc is %0.3f \"%(Kc)#\n", - "print \"\\n The Spring Stiffness is %0.1f N/mm\"%(k)#\n", - "print \"\\n The Axial deflection is %0.3f mm\"%(delta)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-2 - Page 224" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " wire diameter is 2.314 mm \n", - "\n", - " mean diameter is 18.516 mm \n", - "\n", - " Number of acting coils are 11.117 \n" - ] - } - ], - "source": [ - "from math import pi\n", - "W=196.2#\n", - "lenthofscale=50#\n", - "k=196.2/50#\n", - "C=8#\n", - "Ks=(1+(0.5/C))#\n", - "\n", - "# Let us choose oil tempered wire 0.6-0.7 %C. Refer to Table 8-4 for constants A and m, relating strength wire \n", - "#diameter.\n", - "G=77.2*(10**3)#\n", - "A=1855#\n", - "m=0.187#\n", - "# equating Tmax=0.5*sig(ut).\n", - "# Ks*(8*W*D/(pi*(d**3)))=0.5*A/(d**2)\n", - "d1=(Ks*(8*W*C/(pi*A*0.5)))#\n", - "d=d1**(1/1.813)#\n", - "D=C*d#\n", - "Na=G*(d**4)/(8*(D**3)*k)#\n", - "#Solid length = SL\n", - "SL=(Na-1)*d\n", - "\n", - "print \" wire diameter is %0.3f mm \"%(d)#\n", - "print \"\\n mean diameter is %0.3f mm \"%(D)#\n", - "print \"\\n Number of acting coils are %0.3f \"%(Na)#\n", - "\n", - "#The difference in the values of d,D and Na is due to rounding-off the digits." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-3 - Page 225" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Ultimate tensile Strength is 2060.5 MPa \n", - "\n", - " Force at which the spring hook fails is 211.3 N \n" - ] - } - ], - "source": [ - "from math import pi\n", - "d=1.626#\n", - "A=2211#\n", - "m=0.145#\n", - "rm=3#\n", - "ri=(rm-(d/2))#\n", - "sigma=A/(d**m)#\n", - "W=(sigma*pi*(d**3)*ri)/(32*(rm**2))#\n", - "print \" Ultimate tensile Strength is %0.1f MPa \"%(sigma)#\n", - "print \"\\n Force at which the spring hook fails is %0.1f N \"%(W)#\n", - "\n", - "#The difference in the values of sigma and W is due to rounding-off the digits." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-4 - Page 226" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " d is 2.337mm \n", - "\n", - " D is 22.20 mm\n", - "\n", - " Ls is 26.18 mm\n", - "\n", - " Lo is 83.68 mm\n", - "\n", - "The diameter is within space constraints\n" - ] - } - ], - "source": [ - "from math import pi\n", - "Do=25#\n", - "# mean coil diameter D=25-d\n", - "W=150#\n", - "T=800#\n", - "G=81000#\n", - "# Substituting values in equation T=8*W*D/(pi*(d**3))\n", - "# therefore, the equation becomes d**3 + 0.477*d = 11.936\n", - "#consider d=2.2mm, (d can be taken between 2.2-2.3mm)\n", - "d=2.337# #(nearest available wire gauge)\n", - "C=9.5#\n", - "D=22.2# \n", - "Do=D+d#\n", - "Ks=1+(0.5/C)#\n", - "Tmax=Ks*8*W*D/(pi*(d**3))#\n", - "# check for safety- Tmax<T#\n", - "Lo=100#\n", - "Ls=40#\n", - "#Lo=Ls+delta+0.15*delta\n", - "delta=(Lo-Ls)/1.15#\n", - "delta=50#\n", - "k=150/50#\n", - "Na=(G*d**4)/(8*(D**3)*k)#\n", - "\n", - "N=Na+2#\n", - "Ls=N*d#\n", - "Lo=Ls+(1.15*delta)#\n", - "print \" d is %0.3fmm \"%(d)#\n", - "print \"\\n D is %0.2f mm\"%(D)#\n", - "print \"\\n Ls is %0.2f mm\"%(Ls)#\n", - "print \"\\n Lo is %0.2f mm\"%(Lo)#\n", - "if (Do<=25):\n", - " print '\\nThe diameter is within space constraints'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-5A - Page 227" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " d is 2.3mm \n", - "\n", - " C is 7.6 \n", - "\n", - " Na is 17.6 \n" - ] - } - ], - "source": [ - "from math import pi\n", - "Di=15#\n", - "Do=20#\n", - "d=2.3#\n", - "D=17.5#\n", - "C=D/d#\n", - "Ks=1+(0.5/C)#\n", - "Wmax=100#\n", - "Tmax=Ks*8*Wmax*D/(pi*(d**3))#\n", - "G=81000#\n", - "delmax=67.7/2.366#\n", - "k=100/28#\n", - "Na=G*(d**4)/(8*k*(D**3))#\n", - "Ls=Na+1# #(for plain ends)\n", - "delmax=28#\n", - "#TL= total working length\n", - "TL=Ls+delmax+(0.15*delmax)#\n", - "print \" d is %0.1fmm \"%(d)#\n", - "print \"\\n C is %0.1f \"%(C)#\n", - "print \"\\n Na is %0.1f \"%(Na)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-6 - Page- 228" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Tys is 686.9 MPa \n", - "\n", - " W is 41.1 N \n", - "\n", - " del is 30.457 mm \n", - "\n", - " Ls is 15.2375 mm \n", - "\n", - " Lo is 50.26 mm \n" - ] - } - ], - "source": [ - "from math import pi\n", - "# 18 SWG=1.219MM in dia\n", - "d=1.219#\n", - "E=198.6*10**3#\n", - "G=80.7*10**3#\n", - "m=0.19#\n", - "A=1783#\n", - "sig=A/(d**m)#\n", - "Tys=(0.4*sig)#\n", - "Do=12.5#\n", - "D=Do-d#\n", - "C=D/d#\n", - "Ks=((2*C)+1)/(2*C)#\n", - "W=(Tys*pi*(d**3))/(8*D*Ks)#\n", - "Nt=13.5#\n", - "Na=Nt-2#\n", - "Del=(8*W*(D**3)*Na)/(G*(d**4))#\n", - "Ls=(Nt-1)*d#\n", - "Lo=Ls+Del+(0.15*Del)#\n", - "print \" Tys is %0.1f MPa \"%(Tys)#\n", - "print \"\\n W is %0.1f N \"%(W)#\n", - "print \"\\n del is %0.3f mm \"%(Del)#\n", - "print \"\\n Ls is %0.4f mm \"%(Ls)#\n", - "print \"\\n Lo is %0.2f mm \"%(Lo)#\n", - " \n", - "#Answers in the book for Torsional yeild strength have been rounded-off to the nearest whole number." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-7 - Page 228" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Tys is 992.7 MPa \n", - "\n", - " Do is 12.6 N \n", - "\n", - " W is 33.8 N \n", - "\n", - " k is 0.496 N \n", - "\n", - " del is 68.20 mm \n", - "\n", - " Ls is 15.24 mm \n", - "\n", - " Lo is 93.669 mm \n", - "The spring will fail under buckling\n" - ] - } - ], - "source": [ - "from math import pi\n", - "d=1.016#\n", - "A=2211#\n", - "m=0.145#\n", - "G=81000#\n", - "Nt=16#\n", - "Na=16-2#\n", - "sig=A/(d**m)#\n", - "Tys=0.45*sig#\n", - "Do=12.6#\n", - "D=Do-d#\n", - "C=D/d#\n", - "Ks=1+(0.5/C)#\n", - "W=(Tys*pi*(d**3))/(8*D*Ks)#\n", - "k=(G*(d**4))/(8*(D**3)*Na)#\n", - "Del=W/k#\n", - "Ls=(Nt-1)*d#\n", - "Lo=Ls+(1.15*Del)#\n", - "\n", - "print \"Tys is %0.1f MPa \"%(Tys)#\n", - "print \"\\n Do is %0.1f N \"%(Do)#\n", - "print \"\\n W is %0.1f N \"%(W)#\n", - "print \"\\n k is %0.3f N \"%(k)#\n", - "print \"\\n del is %0.2f mm \"%(Del)#\n", - "print \"\\n Ls is %0.2f mm \"%(Ls)#\n", - "print \"\\n Lo is %0.3f mm \"%(Lo)#\n", - " \n", - "if ((Lo/D)>=5.26):\n", - " print 'The spring will fail under buckling'\n", - "\n", - "\n", - "#Values after the decimal point has not been considered for answer of Torsional yeild strength in the book, whereas answers for deflection and free-length is different as entire value of variables is taken for calculation in the code." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-8 - Page 229" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "k is 3.000 N/mm \n", - "\n", - " W is 77.5 N \n", - "\n", - " Lo is 49.720 mm \n", - "\n", - " p is 5.302 mm \n", - "The spring will fail under buckling\n" - ] - } - ], - "source": [ - "from math import pi\n", - "d=2#\n", - "Do=20#\n", - "D=Do-d#\n", - "C=D/d#\n", - "Na=9#\n", - "#Material hard drawn spring steel\n", - "A=1783#\n", - "m=0.19#\n", - "G=81000#\n", - "sig=A/(d**m)#\n", - "Tys=0.45*sig\n", - "Kf=1.5#\n", - "Ta=Tys/Kf#\n", - "Ks=1+(0.5/C)#\n", - "W=(Ta*pi*(d**3))/(8*D*Ks)#\n", - "k=(G*(d**4))/(8*(D**3)*Na)#\n", - "Del=W/k#\n", - "Lo=((Na+1)*d)+(1.15*Del)#\n", - "p=(Lo-d)/Na#\n", - "print \"k is %0.3f N/mm \"%(k)#\n", - "print \"\\n W is %0.1f N \"%(W)#\n", - "print \"\\n Lo is %0.3f mm \"%(Lo)#\n", - "print \"\\n p is %0.3f mm \"%(p)\n", - " \n", - " \n", - "if ((Lo)>=47.34):\n", - " print 'The spring will fail under buckling'\n", - "\n", - "#The answer for value of spring rate 'k' is misprinted in the book. Due to this all subsequent values of del,Lo,p is calucated incorrectly in the book." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-9 - Page 230" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Maximum Torque is 497.25 Nmm \n", - "\n", - " theta3 is 0.327 turns \n", - "\n", - " Ne is 0.293 turns \n", - "\n", - " ke is 22089.3 N/mm \n", - "\n", - " theta1+theta2 is 0.0225 turns \n", - "\n", - " D1 is 13.46 mm \n", - "\n", - " IRC is 0.75 mm \n", - "\n", - " FRC is 0.23 mm \n" - ] - } - ], - "source": [ - "from math import pi\n", - "# for music wire\n", - "d1=11.5#\n", - "A=2211#\n", - "d=1.5#\n", - "m=0.145#\n", - "sigut=A/(d**m)#\n", - "sigy=0.78*sigut#\n", - "Do=16#\n", - "E=2*(10**5)#\n", - "Nb=4.25#\n", - "D=Do-d#\n", - "C=D/d#\n", - "Ki=((4*(C**2))-C-1)/(4*C*(C-1))#\n", - "Mmax=(sigy*pi*(d**3))/(32*Ki)#\n", - "kc=((d**4)*E)/(10.8*D*Nb)#\n", - "theta3=Mmax/kc#\n", - "l1=20#\n", - "l2=20#\n", - "Ne=(l1+l2)/(3*pi*D)#\n", - "Na=Nb+Ne#\n", - "k=((d**4)*E)/(10.8*Na*D)#\n", - "thetat=Mmax/k#\n", - "ke=(3*pi*(d**4)*E)/(10.8*(l1+l2))#\n", - "# angdisp=theta1+theta2=Mmax/ke#\n", - "angdisp=Mmax/ke#\n", - "#D1 is final coil diameter\n", - "D1=(Nb*D)/(Nb+theta3)#\n", - "#IRC=Initial radial clearance\n", - "IRC=((D-d)-d1)/2#\n", - "#FRC=Final radial clearance\n", - "FRC=((D1-d)-d1)/2#\n", - "\n", - "\n", - "\n", - "print \" Maximum Torque is %0.2f Nmm \"%(Mmax)#\n", - "print \"\\n theta3 is %0.3f turns \"%(theta3)#\n", - "print \"\\n Ne is %0.3f turns \"%(Ne)#\n", - "print \"\\n ke is %0.1f N/mm \"%(ke)#\n", - "print \"\\n theta1+theta2 is %0.4f turns \"%(angdisp)#\n", - "print \"\\n D1 is %0.2f mm \"%(D1)#\n", - "print \"\\n IRC is %0.2f mm \"%(IRC)#\n", - "print \"\\n FRC is %0.2f mm \"%(FRC)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-10 - Page 231" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " d is 2.0 mm \n", - "\n", - " D is 15.0 mm \n", - "\n", - " Na is 11.00 mm \n" - ] - } - ], - "source": [ - "from math import pi\n", - "A=1783#\n", - "m=0.190#\n", - "d=1.5#\n", - "D=15#\n", - "M=300#\n", - "E=20800#\n", - "k=30#\n", - "#sigult= ultimate strength of the material\n", - "# sigy= yield strength of the material\n", - "sigult=A/(d**m)#\n", - "sigy=0.7*sigult#\n", - "#siga= allowable yield strength of the material\n", - "siga=sigy/2#\n", - "C=D/d#\n", - "Ki=(4*(C**2)-C-1)/(4*C*(C-1))#\n", - "Z=pi*(d**3)/32#\n", - "#sigb=bending strength of the material#\n", - "sigb=Ki*M/Z#\n", - "while (sigb>=siga) :\n", - " d=d+0.15#\n", - " D=15#\n", - " C=D/d#\n", - " sigult=A/(d**m)#\n", - " sigy=0.7*sigult#\n", - " siga=sigy/2#\n", - " Ki=(4*(C**2)-C-1)/(4*C*(C-1))#\n", - " Z=pi*(d**3)/32#\n", - " sigb=Ki*M/Z#\n", - "\n", - "d=2## rounding off the value of the diameter.\n", - "Na=(d**4)*E/(64*D*k)#\n", - "print \" d is %0.1f mm \"%(d)#\n", - "print \"\\n D is %0.1f mm \"%(D)#\n", - "print \"\\n Na is %0.2f mm \"%(Na)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-11 - Page 231" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " t is 14 mm \n", - "\n", - " Wf is 10909 N \n", - "\n", - " I is 34300 mm**4 \n", - "\n", - " del is 52.0 mm \n" - ] - } - ], - "source": [ - "from math import pi\n", - "L=1180#\n", - "W=40*(10**3)#\n", - "Nf=2#\n", - "Ng=8#\n", - "E=207*(10**3)#\n", - "#sigut is ultimate strength\n", - "sigut=1400#\n", - "FOS=2#\n", - "#siga= allowable yield strength of the material\n", - "siga=1400/2#\n", - "#sigbf=bending strength in full length\n", - "sigbf=700#\n", - "b=75#\n", - "t=((4.5*W*L)/(((3*Nf)+(2*Ng))*sigbf))**(0.5)#\n", - "t=14#\n", - "I=(Nf*b*(t**3))/12#\n", - "Wf=(3*Nf*W)/((3*Nf)+(2*Ng))#\n", - "Del=(Wf*(L**3))/(48*E*I)#\n", - "print \" t is %0.0f mm \"%(t)#\n", - "print \"\\n Wf is %0.0f N \"%(Wf)#\n", - "print \"\\n I is %0.0f mm**4 \"%(I)#\n", - "print \"\\n del is %0.1f mm \"%(Del)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-12A - Page 232" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " t is 15.0 mm \n", - "\n", - " deli is 16.0 mm \n", - "\n", - " Wi is 6366 N \n" - ] - } - ], - "source": [ - "W=80000#\n", - "sigbfr=500#\n", - "L=1100#\n", - "Nf=3#\n", - "Ng=10#\n", - "N=Nf+Ng#\n", - "t=((1.5*W*L)/(N*6*sigbfr))**(1/3)#\n", - "t=15#\n", - "b=6*t#\n", - "E=207*10**3#\n", - "deli=(W*(L**3))/(8*E*N*b*(t**3))#\n", - "Wi=(W*Nf*Ng)/(N*((3*Nf)+(2*Ng)))#\n", - "print \" t is %0.1f mm \"%(t)#\n", - "print \"\\n deli is %0.1f mm \"%(deli)#\n", - "print \"\\n Wi is %0.0f N \"%(Wi)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-13 - Page 233" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Tm is 169.77 MPa \n", - "\n", - " Ta is 86.2 MPa \n", - "\n", - " FOS is 1.548 \n" - ] - } - ], - "source": [ - "from math import pi\n", - "#ultimate strength=sigut\n", - "sigut=1500#\n", - "C=7#\n", - "d=3#\n", - "D=C*d#\n", - "Ks=1+(0.5/C)#\n", - "Kw=(((4*C)-1)/((4*C)-4))+(0.615/C)#\n", - "Pmax=120#\n", - "Pmin=40#\n", - "Pm=80#\n", - "Tm=(Ks*8*Pm*D)/(pi*(d**3))#\n", - "Ta=(Kw*8*Pmin*D)/(pi*(d**3))#\n", - "Tse=0.22*sigut#\n", - "Tys=0.45*sigut#\n", - "x=(Tys-(0.5*Tse))/(0.5*Tse)#\n", - "y=((x)*Ta)+Tm#\n", - "FOS=(Tys/y)#\n", - "print \" Tm is %0.2f MPa \"%(Tm)#\n", - "print \"\\n Ta is %0.1f MPa \"%(Ta)#\n", - "print \"\\n FOS is %0.3f \"%(FOS)#" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## exa 8-14 - Page 234" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Tm is 186.64 MPa \n", - "\n", - " Ta is 126.337 MPa \n", - "\n", - " FOS is 1.26 \n" - ] - } - ], - "source": [ - "from math import pi\n", - "Tse=360#\n", - "Tys=660#\n", - "d=25#\n", - "P=0.03#\n", - "m=40#\n", - "Pmin=((pi*(d**2)*P)/4)+(m*9.81/1000)#\n", - "k=6#\n", - "#Additional load= Padd=k*further compression in spring\n", - "Padd=k*10#\n", - "Pmax=Padd+Pmin#\n", - "Pm=(Pmax+Pmin)/2#\n", - "Pa=(Pmax-Pmin)/2#\n", - "d=2#\n", - "D=12#\n", - "C=6#\n", - "Ks=1+(0.5/C)#\n", - "Ks=1.083#\n", - "Kw=(((4*C)-1)/((4*C)-4))+(0.615/C)#\n", - "Ta=(Kw*8*Pa*D)/(pi*(d**3))#\n", - "Tm=(Ks*8*Pm*D)/(pi*(d**3))#\n", - "x=(Tys-(0.5*Tse))/(0.5*Tse)#\n", - "y=((x)*Ta)+Tm#\n", - "FOS=(Tys/y)#\n", - "print \" Tm is %0.2f MPa \"%(Tm)#\n", - "print \"\\n Ta is %0.3f MPa \"%(Ta)#\n", - "print \"\\n FOS is %0.2f \"%(FOS)#" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.9" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} |