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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Computational Mechanics Boundary Values - Project 05\n",
"\n",
"![6-string guitar diagram](../images/guitar.png)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this final project, we will consider all six strings of a guitar and the deflection of the neck of the guitar. Here are the inputs for each of the strings, all L=0.64 m:\n",
"\n",
"|string|density (g/m)|tension (kg)|\n",
"|---|---|---|\n",
"|E|0.401|7.28|\n",
"|B|0.708|7.22|\n",
"|G|1.140|7.32|\n",
"|D|2.333|8.41|\n",
"|A|4.466|9.03|\n",
"|E|6.790|7.71|"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"1. The neck of the guitar can be considered a cantilever beam with an applied moment, shown above. At the tip we have a moment equal to the sum of the (tensions in the strings) $\\times$ (bridge height). Here we will consider it as $h=4~mm$. \n",
"\n",
"a. Use a finite difference approximation to determine the deflection of the guitar's bridge if the Young's modulus is E=10 GPa and it is a rectangular cross-section $2\\times4~cm^2$ and $I=\\frac{4\\cdot2^3}{12}~cm^4.$\n",
"\n",
"b. Demonstrate that your finite difference solution has converged. _e.g. decrease the step size $h$ and show the solution converges to a final value._"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy import linalg\n",
"\n",
"plt.rcParams.update({'font.size': 14})\n",
"plt.rcParams['lines.linewidth'] = 3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Analytical\n",
"\n",
"$w(x)=\\frac{Ax^3}{6}+\\frac{Bx^2}{2}+Cx+D$\n",
"\n",
"$x'(x) = \\frac{Ax^2}{2}+ Bx + C$\n",
"\n",
"$x''(x) = Ax+B$\n",
"\n",
"$x'''(x) = A$\n",
"\n",
"**Applying Boundary Conditions**\n",
"\n",
"$w(0) = 0 \\therefore D = 0$\n",
"\n",
"$w'(0) = 0 \\therefore C = 0$\n",
"\n",
"$w'''(L) = 0 \\therefore A = 0$\n",
"\n",
"$x''(L) = \\frac{M}{EI} = B$\n",
"\n",
"**Analytical Solution**\n",
"\n",
"$w(x)=\\frac{M}{2EI} x^2$\n",
"\n",
"### Numerical\n",
"\n",
"$EI\\frac{d^4w}{dx^4} \\approx EI\\frac{w(x_{i+2})−4w(x_{i+1})+6w(x_i)−4w(x_{i-1})+w(x_{i-2})}{h^4}=0$\n",
"\n",
"$w(0) = w'(0) = 0$\n",
"\n",
"$w'''(L) = 0$\n",
"\n",
"$EI w''(L) = M$\n",
"\n",
"1. $w_{-1} - 4w_0 + 6w_1 - 4w_2 + w_3 = 0$\n",
"\n",
"2. $w_{0} - 4w_1 + 6w_2 - 4w_3 + w_4 = 0$\n",
"\n",
"3. $w_{1} - 4w_2 + 6w_3 - 4w_4 + w_5 = 0$\n",
"\n",
"4. $w_{2} - 4w_3 + 6w_4 - 4w_5 + w_6 = 0$\n",
"\n",
"5. $w_{3} - 4w_4 + 6w_5 - 4w_6 + w_7 = 0$\n",
"\n",
"6. $w_{4} - 4w_5 + 6w_6 - 4w_7 + w_8 = 0$\n",
"\n",
"**Applying Boundary Conditions**\n",
"\n",
"$\\frac{df}{dx} \\rightarrow \\frac{f(x_{i+1}) - f(x_{i-1})}{h^2}$\n",
"\n",
"$\\frac{d^2f}{dx^2} \\rightarrow \\frac{f(x_{i+1} - 2f(x_i) + f(x_{i-1})}{h^2}$\n",
"\n",
"$\\frac{d^3f}{dx^3} \\rightarrow \\frac{f(x_{i+2}) - 2f(x_{i+1}) + 2f(x_{i-1}) - f(x_{i-2})}{2h^3}$\n",
"\n",
"$w_0 = 0$\n",
"\n",
"$w'(0)=0= \\frac{w_{1} - w_{-1}}{h^2} \\rightarrow w_{-1}=w_{1}$\n",
"\n",
"$w''(L) = \\frac{M}{EI} = \\frac{w_7 - 2w_6 + w_5}{h^2} \\rightarrow w_7 = \\frac{Mh^2}{EI} + 2w_6 - w_5$\n",
"\n",
"$w'''(L) = 0 = \\frac{w_{8}-2w_{7}+2w_{5}-w_{4}}{2h^3} \\rightarrow w_8 = 2(\\frac{Mh^2}{EI} + 2w_6 - w_5) -2w_5 + w_4 = 2\\frac{Mh^2}{EI} + 4w_6 -4w_5 + w_4$\n",
"\n",
"**Substituting in**\n",
"\n",
"1. $7w_1 - 4w_2 + w_3 = 0$\n",
"\n",
"2. $-4w_1 + 6w_2 - 4w_3 + w_4 = 0$\n",
"\n",
"3. $w_{1} - 4w_2 + 6w_3 - 4w_4 + w_5 = 0$\n",
"\n",
"4. $w_{2} - 4w_3 + 6w_4 - 4w_5 + w_6 = 0$\n",
"\n",
"5. $w_{3} - 4w_4 + 5w_5 - 2w_6 = -\\frac{Mh^2}{EI}$\n",
"\n",
"6. $2w_{4} - 4w_5 + 2w_6 = 2\\frac{Mh^2}{EI}$\n",
"\n",
"$\\left[\\begin{array}{cccccc}\n",
"7 & -4 & 1 & 0 & 0 & 0 \\\\\n",
"-4 & 6 & -4 & 1 & 0 & 0\\\\\n",
"1 & -4 & 6 & -4 & 1 & 0\\\\\n",
"0 & 1 & -4 & 6 & -4 & 1\\\\\n",
"0 & 0 & 1 & -4 & 5 & -2\\\\\n",
"0 & 0 & 0 & 2 & -4 & 2\n",
"\\end{array}\\right]\n",
"\\left[\\begin{array}{c}\n",
"w_{1}\\\\\n",
"w_{2}\\\\\n",
"w_{3}\\\\\n",
"w_{4}\\\\\n",
"w_{5}\\\\\n",
"w_{6}\\\\\n",
"\\end{array}\\right]=\n",
"\\left[\\begin{array}{c}\n",
"0\\\\\n",
"0\\\\\n",
"0\\\\\n",
"0\\\\\n",
"-\\frac{Mh^2}{EI}\\\\\n",
"2\\frac{Mh^2}{EI}\n",
"\\end{array}\\right]$"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[ 7. -4. 1. 0. 0. 0.]\n",
" [-4. 6. -4. 1. 0. 0.]\n",
" [ 1. -4. 6. -4. 1. 0.]\n",
" [ 0. 1. -4. 6. -4. 1.]\n",
" [ 0. 0. 1. -4. 5. -2.]\n",
" [ 0. 0. 0. 2. -4. 2.]]\n"
]
}
],
"source": [
"L = 0.64 #m\n",
"g = 9.81\n",
"\n",
"T_E = 7.28*g\n",
"T_B = 7.22*g\n",
"T_G = 7.32*g\n",
"T_D = 8.41*g\n",
"T_A = 9.03*g\n",
"T_E2 = 7.71*g\n",
"\n",
"height = 0.004 #m\n",
"T = T_E + T_B + T_G + T_D + T_A + T_E2\n",
"#not sure why the tension is in kg and not N, g does not make sense but only conversion factor\n",
"\n",
"M = T*height #N m\n",
"E = 10e09 #Pa\n",
"I = (0.04)*(0.02)**3/12 #m^4\n",
"\n",
"h = L/6\n",
"\n",
"A=np.diag(np.ones(6)*6)\\\n",
"+np.diag(np.ones(5)*-4,-1)\\\n",
"+np.diag(np.ones(5)*-4,1)\\\n",
"+np.diag(np.ones(4)*1,-2)\\\n",
"+np.diag(np.ones(4)*1,2)\n",
"A[0,0]=7\n",
"A[-1,-1]=2\n",
"A[-2,-2]=5\n",
"A[-1,-3]=2\n",
"A[-2,-1]=-2\n",
"print(A)\n",
"\n",
"b=np.ones(6)*0\n",
"b[-2]=-M*h**2/(E*I)\n",
"b[-1]=2*M*h**2/(E*I)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 576x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"w=np.linalg.solve(A,b)\n",
"xnum=np.arange(0,L+h/2,h)\n",
"\n",
"x=np.linspace(0,L)\n",
"w_an = M*x**2/(2*E*I)\n",
"\n",
"plt.figure(figsize=(8,5))\n",
"plt.plot(x,w_an*1000,'k-',label='Analytical')\n",
"plt.plot(xnum,np.block([0,w*1000,0])[:-1],'s',label='Numerical')\n",
"plt.title('Numerical to Analytical')\n",
"plt.xlabel('Length [m]')\n",
"plt.ylabel('Deflection [mm]')\n",
"plt.legend();"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Part b\n",
"plt.figure(figsize=(12,8))\n",
"\n",
"for seg in [4, 6, 10, 20]:\n",
"\n",
" A=np.diag(np.ones(seg)*6)\\\n",
" +np.diag(np.ones(seg-1)*-4,-1)\\\n",
" +np.diag(np.ones(seg-1)*-4,1)\\\n",
" +np.diag(np.ones(seg-2),-2)\\\n",
" +np.diag(np.ones(seg-2),2)\n",
" A[0,0]=7\n",
" A[-1,-1]=2\n",
" A[-2,-2]=5\n",
" A[-1,-3]=2\n",
" A[-2,-1]=-2\n",
" h=L/seg\n",
" b=np.zeros(seg)\n",
" b[-2]=-M*h**2/(E*I)\n",
" b[-1]=2*M*h**2/(E*I)\n",
"\n",
" w=np.linalg.solve(A,b)\n",
" xnum=np.arange(0,L+h/2,h)\n",
" plt.plot(xnum,np.block([0,w*1000,0])[:-1],'s-',linewidth=2, label='{:d} Segments'.format(seg))\n",
"\n",
"plt.plot(x,w_an*1000,'k-',label='Anayltical')\n",
"plt.title('Different number of Segments to show Convergence')\n",
"plt.xlabel('Length [m]')\n",
"plt.ylabel('Deflection [mm]')\n",
"plt.legend(bbox_to_anchor=(1,0.5),loc='center left');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"2. Here we will record the first three frequencies of the 6-string guitar. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"a. Consider the G-string on the guitar, L=0.64 m, $\\mu=1.14~g/m,$ and T=71.81 N [1]. \n",
"\n",
"__Guitar string equation:__ $\\mu\\frac{\\partial^2 y}{\\partial t^2}=T\\frac{\\partial ^2 y}{\\partial x^2}$\n",
"\n",
"a. Calculate the first, second, and third natural frequencies using 6, 30, 45, and 60 nodes. Plot the mode shapes and determine the number of nodes needed to converge for the first three modes. "
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"plt.rcParams['lines.markersize'] = 3\n",
"plt.rcParams['figure.figsize'] = (12,9)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"First 3 Natural Frequencies for 6 nodes [194.43708661 379.1242858 544.80061022]\n",
"First 3 Natural Frequencies for 30 nodes [195.99464595 391.48617646 585.97276757]\n",
"First 3 Natural Frequencies for 45 nodes [196.04043699 391.85229959 587.20727994]\n",
"First 3 Natural Frequencies for 60 nodes [196.05687232 391.9837462 587.65070938]\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x648 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"L=0.64 #m\n",
"T=71.81 # N\n",
"mu=1.14e-3 # kg/m\n",
"fig, (ax1,ax2,ax3) = plt.subplots(3, sharex=True, sharey=True)\n",
"\n",
"for N in [6,30,45,60]:\n",
" dx=L/(N+1)\n",
" k = T/dx**2/mu\n",
"\n",
" A = k*(np.diag(np.ones(N)*2)\\\n",
" -np.diag(np.ones(N-1),-1)\\\n",
" -np.diag(np.ones(N-1),1))\n",
"\n",
" e,v=linalg.eig(A)\n",
" isort = np.argsort(e.real)\n",
" e=e.real[isort]\n",
" v=v.real[:,isort]\n",
" f1=np.sqrt(e.real[0])/2/np.pi\n",
" fn=np.sqrt(e.real[-1])/2/np.pi\n",
" print('First 3 Natural Frequencies for {} nodes'.format(N), e.real[:3]**0.5/2/np.pi)\n",
" x = np.linspace(0,L,N+2)\n",
" ymodes=np.pad(v,((1,1),(0,0)))\n",
" \n",
" if N == 45:\n",
" ax1.plot(x[1:-1],-v[:,0]/np.min(-v[:,0]),'o',label='{} Nodes'.format(N))\n",
" ax2.plot(x[1:-1],-v[:,1]/np.min(-v[:,1]),'o',label='{} Nodes'.format(N))\n",
" ax3.plot(x[1:-1],-v[:,2]/np.min(-v[:,2]),'o',label='{} Nodes'.format(N))\n",
" elif N == 6:\n",
" ax1.plot(x[1:-1],v[:,0]/np.min(v[:,0]),'o',label='{} Nodes'.format(N))\n",
" ax2.plot(x[1:-1],-v[:,1]/np.min(v[:,1]),'o',label='{} Nodes'.format(N))\n",
" ax3.plot(x[1:-1],v[:,2]/np.min(v[:,2]),'o',label='{} Nodes'.format(N))\n",
" else:\n",
" ax1.plot(x[1:-1],v[:,0]/np.min(v[:,0]),'o',label='{} Nodes'.format(N))\n",
" ax2.plot(x[1:-1],v[:,1]/np.min(v[:,1]),'o',label='{} Nodes'.format(N))\n",
" ax3.plot(x[1:-1],v[:,2]/np.min(v[:,2]),'o',label='{} Nodes'.format(N))\n",
"ax=[ax1,ax2,ax3]\n",
"ti=['1st','2nd','3rd']\n",
"for i in range(0,len(ax)):\n",
" ax[i].set(xlabel='Length [m]', ylabel='Amplitude',title='{} Mode'.format(ti[i]))\n",
" ax[i].legend(loc='center left',bbox_to_anchor=(1,.5))\n",
"plt.tight_layout();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Either 45 or 60 Nodes is enough to converge for any of the 3 modes**"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"b. Use the number of nodes necessary for convergence to calculate the first 3 modes of vibration for the other 5 strings on the guitar. Display the first three natural frequencies for all six strings. "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"First 3 Natural Frequencies for E string [329.6628732 659.1071585 988.11441292]\n",
"First 3 Natural Frequencies for B string [247.07483046 493.98583425 740.56929334]\n",
"First 3 Natural Frequencies for G string [196.05578023 391.98156274 587.64743601]\n",
"First 3 Natural Frequencies for D string [146.89843351 293.69946381 440.30575228]\n",
"First 3 Natural Frequencies for A string [110.01731758 219.96168654 329.7602066 ]\n",
"First 3 Natural Frequencies for E string [ 82.44585724 164.83704751 247.11894012]\n"
]
}
],
"source": [
"#Using 60 Nodes for best results\n",
"T = [T_E,T_B,T_G,T_D,T_A,T_E2]\n",
"mu = [0.401e-3,0.708e-3,1.14e-3,2.333e-3,4.466e-3,6.79e-3]\n",
"\n",
"L = 0.64 #m\n",
"N = 60\n",
"name=['E','B','G','D','A','E']\n",
"freq = []\n",
"\n",
"for i in range(0,len(T)):\n",
" dx=L/(N+1)\n",
" k = T[i]/dx**2/mu[i]\n",
"\n",
" A = k*(np.diag(np.ones(N)*2)\\\n",
" -np.diag(np.ones(N-1),-1)\\\n",
" -np.diag(np.ones(N-1),1))\n",
"\n",
" e,v=linalg.eig(A)\n",
" isort = np.argsort(e.real)\n",
" e=e.real[isort]\n",
" v=v.real[:,isort]\n",
" \n",
" freq.append(e.real[:3]**0.5/2/np.pi)\n",
" print('First 3 Natural Frequencies for {} string'.format(name[i]), e.real[:3]**0.5/2/np.pi)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"c. Create an audio signal that has the 18 frequencies (6 strings $\\times$ 3 modes) in an array and display it using the `from IPython.display import Audio` library. \n",
"\n",
"_Hint: you don't need to solve the differential equations here. You can use the calculated frequencies to add sine-waves together:_ $\\sin(f_12\\pi t)+\\sin(f_22\\pi t)+...$"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"82.44585723617439"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"freq[5][0]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Audio\n",
"\n",
"r=20000\n",
"tsig=np.arange(0,5,1/r)\n",
"data = 0\n",
"\n",
"for i in range(0,6):\n",
" for j in range(0,3):\n",
" data += 100*np.sin(freq[i][j]*2*np.pi*tsig)\n",
"\n",
"Audio(data=data,rate=r)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}