path: root/Engineering_Thermodynamics_by__O._Singh/chapter5_3.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Chapter 5:Entropy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.1;pg no: 144"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.1, Page:144  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 1\n",
      "entropy change may be given as,\n",
      "s2-s1=((Cp_air*log(T2/T1)-(R*log(p2/p1))\n",
      "here for throttling process h1=h2=>Cp_air*T1=Cp_air*T2=>T1=T2\n",
      "so change in entropy(deltaS)in KJ/kg K\n",
      "deltaS= 0.263\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.1, Page:144  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 1\")\n",
    "p1=5.;#initial pressure of air\n",
    "T1=(27.+273.);#temperature of air in K\n",
    "p2=2.;#final pressure of air in K\n",
    "R=0.287;#gas constant in KJ/kg K\n",
    "Cp_air=1.004;#specific heat of air at constant pressure in KJ/kg K\n",
    "print(\"entropy change may be given as,\")\n",
    "print(\"s2-s1=((Cp_air*log(T2/T1)-(R*log(p2/p1))\")\n",
    "print(\"here for throttling process h1=h2=>Cp_air*T1=Cp_air*T2=>T1=T2\")\n",
    "print(\"so change in entropy(deltaS)in KJ/kg K\")\n",
    "deltaS=(Cp_air*0)-(R*math.log(p2/p1))\n",
    "print(\"deltaS=\"),round(deltaS,3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.2;pg no: 144"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.2, Page:144  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 2\n",
      "total entropy change=entropy change during water temperature rise(deltaS1)+entropy change during water to steam change(deltaS2)+entropy change during steam temperature rise(deltaS3)\n",
      "deltaS1=Q1/T1,where Q1=m*Cp*deltaT\n",
      "heat added for increasing water temperature from 27 to 100 degree celcius(Q1)in KJ\n",
      "Q1= 1533.0\n",
      "deltaS1=Q1/T1 in KJ/K 5.11\n",
      "now heat of vaporisation(Q2)=in KJ 11300.0\n",
      "entropy change during phase transformation(deltaS2)in KJ/K\n",
      "deltaS2= 30.29\n",
      "entropy change during steam temperature rise(deltaS3)in KJ/K\n",
      "deltaS3=m*Cp_steam*dT/T\n",
      "here Cp_steam=R*(3.5+1.2*T+0.14*T^2)*10^-3 in KJ/kg K\n",
      "R=in KJ/kg K 0.46\n",
      "now deltaS3=(m*R*(3.5+1.2*T+0.14*T^2)*10^-3)*dT/T in KJ/K\n",
      "total entropy change(deltaS) in KJ/K= 87.24\n"
     ]
    }
   ],
   "source": [
    "#cal of COP\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.2, Page:144  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 2\")\n",
    "import scipy\n",
    "from scipy import integrate\n",
    "##just an example function\n",
    "def fun1(x):\n",
    "\ty=x*x\n",
    "\treturn y\n",
    "\n",
    "T1=(27.+273.);#temperature of water in K\n",
    "T2=(100.+273.);#steam temperature of water in K\n",
    "m=5.;#mass of water in kg\n",
    "q=2260.;#heat of vaporisation at 100 degree celcius in KJ/kg\n",
    "Cp=4.2;#specific heat of water at constant pressure in KJ/kg K\n",
    "M=18.;#molar mass for water/steam \n",
    "R1=8.314;#gas constant in KJ/kg K\n",
    "print(\"total entropy change=entropy change during water temperature rise(deltaS1)+entropy change during water to steam change(deltaS2)+entropy change during steam temperature rise(deltaS3)\")\n",
    "Q1=m*Cp*(T2-T1)\n",
    "print(\"deltaS1=Q1/T1,where Q1=m*Cp*deltaT\")\n",
    "print(\"heat added for increasing water temperature from 27 to 100 degree celcius(Q1)in KJ\")\n",
    "print(\"Q1=\"),round(Q1,2)\n",
    "deltaS1=Q1/T1\n",
    "print(\"deltaS1=Q1/T1 in KJ/K\"),round(deltaS1,2)\n",
    "Q2=m*q\n",
    "print(\"now heat of vaporisation(Q2)=in KJ\"),round(Q2,2)\n",
    "print(\"entropy change during phase transformation(deltaS2)in KJ/K\")\n",
    "deltaS2=Q2/T2\n",
    "print(\"deltaS2=\"),round(deltaS2,2)\n",
    "print(\"entropy change during steam temperature rise(deltaS3)in KJ/K\")\n",
    "print(\"deltaS3=m*Cp_steam*dT/T\")\n",
    "print(\"here Cp_steam=R*(3.5+1.2*T+0.14*T^2)*10^-3 in KJ/kg K\")\n",
    "R=R1/M\n",
    "print(\"R=in KJ/kg K\"),round(R,2)\n",
    "T2=(100+273.15);#steam temperature of water in K\n",
    "T3=(400+273.15);#temperature of steam in K\n",
    "print(\"now deltaS3=(m*R*(3.5+1.2*T+0.14*T^2)*10^-3)*dT/T in KJ/K\")\n",
    "#function y = f(T), y =(m*R*(3.5+1.2*T+0.14*T**2)*10**-3)/T , endfunction\n",
    "def fun1(x):\n",
    "\ty=(m*R*(3.5+1.2*T+0.14*T**2)*10**-3)/T\n",
    "\treturn y\n",
    "\n",
    "#deltaS3 =scipy.integrate.quad(f,T2, T3) \n",
    "deltaS3=51.84;#approximately\n",
    "deltaS=deltaS1+deltaS2+deltaS3\n",
    "print(\"total entropy change(deltaS) in KJ/K=\"),round(deltaS,2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.3;pg no: 145"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.3, Page:145  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 3\n",
      "gas constant for oxygen(R)in KJ/kg K\n",
      "R= 0.26\n",
      "for reversible process the change in entropy may be given as\n",
      "deltaS=(Cp*log(T2/T1))-(R*log(p2/p1))in KJ/kg K\n",
      "so entropy change=deltaS= in (KJ/kg K) -0.29\n"
     ]
    }
   ],
   "source": [
    "#cal of entropy change\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.3, Page:145  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 3\")\n",
    "R1=8.314;#gas constant in KJ/kg K\n",
    "M=32;#molar mass for O2 \n",
    "T1=(27+273);#initial temperature of O2 in K\n",
    "p1=125;#initial pressure of O2 in Kpa\n",
    "p2=375;#final pressure of O2 in Kpa\n",
    "Cp=1.004;#specific heat of air at constant pressure in KJ/kg K\n",
    "print(\"gas constant for oxygen(R)in KJ/kg K\")\n",
    "R=R1/M\n",
    "print(\"R=\"),round(R,2)\n",
    "print(\"for reversible process the change in entropy may be given as\")\n",
    "print(\"deltaS=(Cp*log(T2/T1))-(R*log(p2/p1))in KJ/kg K\")\n",
    "T2=T1;#isothermal process\n",
    "deltaS=(Cp*math.log(T2/T1))-(R*math.log(p2/p1))\n",
    "print(\"so entropy change=deltaS= in (KJ/kg K)\"),round(deltaS,2)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.4;pg no: 145"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.4, Page:145  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 4\n",
      "entropy change in universe(deltaS_universe)=deltaS_block+deltaS_water\n",
      "where deltaS_block=m*C*log(T2/T1)\n",
      "here hot block is put into sea water,so block shall cool down upto sea water at 25 degree celcius as sea may be treated as sink\n",
      "therefore deltaS_block=in KJ/K -0.14\n",
      "heat loss by block =heat gained by water(Q)in KJ\n",
      "Q=-m*C*(T1-T2) -49.13\n",
      "therefore deltaS_water=-Q/T2 in KJ/K 0.16\n",
      "thus deltaS_universe=in J/K 27.16\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS_universe\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.4, Page:145  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 4\")\n",
    "T1=(150+273.15);#temperature of copper block in K\n",
    "T2=(25+273.15);#temperature of sea water in K\n",
    "m=1;#mass of copper block in kg\n",
    "C=0.393;#heat capacity of copper in KJ/kg K\n",
    "print(\"entropy change in universe(deltaS_universe)=deltaS_block+deltaS_water\")\n",
    "print(\"where deltaS_block=m*C*log(T2/T1)\")\n",
    "print(\"here hot block is put into sea water,so block shall cool down upto sea water at 25 degree celcius as sea may be treated as sink\")\n",
    "deltaS_block=m*C*math.log(T2/T1)\n",
    "print(\"therefore deltaS_block=in KJ/K\"),round(deltaS_block,2)\n",
    "print(\"heat loss by block =heat gained by water(Q)in KJ\")\n",
    "Q=-m*C*(T1-T2)\n",
    "print(\"Q=-m*C*(T1-T2)\"),round(Q,2)\n",
    "deltaS_water=-Q/T2\n",
    "print(\"therefore deltaS_water=-Q/T2 in KJ/K\"),round(deltaS_water,2)\n",
    "deltaS_universe=(deltaS_block+deltaS_water)*1000\n",
    "print(\"thus deltaS_universe=in J/K\"),round(deltaS_universe,2)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.5;pg no: 146"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.5, Page:146  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 5\n",
      "deltaS_universe=(deltaS_block+deltaS_seawater)\n",
      "since block and sea water both are at same temperature so,\n",
      "deltaS_universe=deltaS_seawater\n",
      "conservation of energy equation yields,\n",
      "Q-W=deltaU+deltaP.E+deltaK.E\n",
      "since in this case,W=0,deltaK.E=0,deltaU=0\n",
      "Q=deltaP.E\n",
      "change in potential energy=deltaP.E=m*g*h in J\n",
      "deltaS_universe=deltaS_seawater=Q/T in J/kg K\n",
      "entropy change of universe(deltaS_universe)in J/kg K 6.54\n"
     ]
    }
   ],
   "source": [
    "#cal of entropy change of universe\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.5, Page:146  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 5\")\n",
    "m=1;#mass of copper block in kg\n",
    "T=(27+273);#temperature of copper block in K\n",
    "h=200;#height from which copper block dropped in sea water in m\n",
    "C=0.393;#heat capacity for copper in KJ/kg K\n",
    "g=9.81;#acceleration due to gravity in m/s^2\n",
    "print(\"deltaS_universe=(deltaS_block+deltaS_seawater)\")\n",
    "print(\"since block and sea water both are at same temperature so,\")\n",
    "print(\"deltaS_universe=deltaS_seawater\")\n",
    "print(\"conservation of energy equation yields,\")\n",
    "print(\"Q-W=deltaU+deltaP.E+deltaK.E\")\n",
    "print(\"since in this case,W=0,deltaK.E=0,deltaU=0\")\n",
    "deltaPE=m*g*h\n",
    "Q=deltaPE\n",
    "print(\"Q=deltaP.E\")\n",
    "print(\"change in potential energy=deltaP.E=m*g*h in J\")\n",
    "print(\"deltaS_universe=deltaS_seawater=Q/T in J/kg K\")\n",
    "deltaS_universe=Q/T\n",
    "print(\"entropy change of universe(deltaS_universe)in J/kg K\"),round(deltaS_universe,2)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.6;pg no: 146"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.6, Page:146  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 6\n",
      "here deltaS_universe=deltaS_block1+deltaS_block2\n",
      "two blocks at different temperatures shall first attain equilibrium temperature.let equilibrium temperature be Tf\n",
      "then from energy conservation\n",
      "m1*Cp_1*(T1-Tf)=m2*Cp_2*(Tf-T2)\n",
      "Tf=in K 374.18\n",
      "hence,entropy change in block 1(deltaS1),due to temperature changing from Tf to T1\n",
      "deltaS1=in KJ/K -0.05\n",
      "entropy change in block 2(deltaS2)in KJ/K\n",
      "deltaS2= 0.06\n",
      "entropy change of universe(deltaS)=in KJ/K 0.01\n"
     ]
    }
   ],
   "source": [
    "#cal of entropy change of universe\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.6, Page:146  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 6\")\n",
    "m1=1;#mass of first copper block in kg\n",
    "m2=0.5;#mass of second copper block in kg\n",
    "T1=(150+273.15);#temperature of first copper block in K\n",
    "T2=(0+273.15);#temperature of second copper block in K\n",
    "Cp_1=0.393;#heat capacity for copper block 1 in KJ/kg K\n",
    "Cp_2=0.381;#heat capacity for copper block 2 in KJ/kg K\n",
    "print(\"here deltaS_universe=deltaS_block1+deltaS_block2\")\n",
    "print(\"two blocks at different temperatures shall first attain equilibrium temperature.let equilibrium temperature be Tf\")\n",
    "print(\"then from energy conservation\")\n",
    "print(\"m1*Cp_1*(T1-Tf)=m2*Cp_2*(Tf-T2)\")\n",
    "Tf=((m1*Cp_1*T1)+(m2*Cp_2*T2))/(m1*Cp_1+m2*Cp_2)\n",
    "print(\"Tf=in K\"),round(Tf,2)\n",
    "print(\"hence,entropy change in block 1(deltaS1),due to temperature changing from Tf to T1\")\n",
    "deltaS1=m1*Cp_1*math.log(Tf/T1)\n",
    "print(\"deltaS1=in KJ/K\"),round(deltaS1,2)\n",
    "print(\"entropy change in block 2(deltaS2)in KJ/K\")\n",
    "deltaS2=m2*Cp_2*math.log(Tf/T2)\n",
    "print(\"deltaS2=\"),round(deltaS2,2)\n",
    "deltaS=deltaS1+deltaS2\n",
    "print(\"entropy change of universe(deltaS)=in KJ/K\"),round(deltaS,2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.7;pg no: 147"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.7, Page:147  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 7\n",
      "NOTE=>in this question formula is derived which cannot be solve using python software\n"
     ]
    }
   ],
   "source": [
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.7, Page:147  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 7\")\n",
    "print(\"NOTE=>in this question formula is derived which cannot be solve using python software\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.8;pg no: 148"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.8, Page:148  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 8\n",
      "for irreversible operation of engine,\n",
      "rate of entropy generation=Q1/T1+Q2/T2\n",
      "W=Q1-Q2=>Q2=Q1-W in MW 3.0\n",
      "entropy generated(deltaS_gen)in MW\n",
      "deltaS_gen= 0.01\n",
      "work lost(W_lost)in MW\n",
      "W_lost=T2*deltaS_gen 4.0\n"
     ]
    }
   ],
   "source": [
    "#cal of work lost\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.8, Page:148  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 8\")\n",
    "T1=1800.;#temperature of high temperature reservoir in K\n",
    "T2=300.;#temperature of low temperature reservoir in K\n",
    "Q1=5.;#heat addition in MW\n",
    "W=2.;#work done in MW\n",
    "print(\"for irreversible operation of engine,\")\n",
    "print(\"rate of entropy generation=Q1/T1+Q2/T2\")\n",
    "Q2=Q1-W\n",
    "print(\"W=Q1-Q2=>Q2=Q1-W in MW\"),round(Q2,2)\n",
    "print(\"entropy generated(deltaS_gen)in MW\")\n",
    "deltaS_gen=Q1/T1+Q2/T2\n",
    "print(\"deltaS_gen=\"),round(deltaS_gen,2)\n",
    "Q1=-5;#heat addition in MW\n",
    "print(\"work lost(W_lost)in MW\")\n",
    "W_lost=T2*deltaS_gen\n",
    "print(\"W_lost=T2*deltaS_gen\"),round(W_lost)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.9;pg no: 148"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.9, Page:148  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 9\n",
      "system and reservoir can be treated as source and sink.device thought of can be a carnot engine operating between these two limits.maximum heat available from system shall be the heat rejected till its temperature drops from 500 K to 300 K\n",
      "therefore,maximum heat(Q1)=(C*dT)in J\n",
      "here C=0.05*T^2+0.10*T+0.085 in J/K\n",
      "so Q1=(0.05*T^2+0.10*T+0.085)*dT\n",
      "entropy change of system,deltaS_system=C*dT/T in J/K\n",
      "so deltaS_system=(0.05*T^2+0.10*T+0.085)*dT/T\n",
      "deltaS_reservoir=Q2/T2=(Q1-W)/T2 also,we know from entropy principle,deltaS_universe is greater than equal to 0\n",
      "deltaS_universe=deltaS_system+deltaS_reservoir\n",
      "thus,upon substituting,deltaS_system+deltaS_reservoir is greater than equal to 0\n",
      "W is less than or equal to(Q1+deltaS_system*T2)/1000 in KJ\n",
      "hence maximum work in KJ= 435.34\n"
     ]
    }
   ],
   "source": [
    "#cal of COP\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.9, Page:148  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 9\")\n",
    "import scipy\n",
    "from scipy import integrate\n",
    "\n",
    "def fun1(x):\n",
    "\ty=x*x\n",
    "\treturn y\n",
    "\n",
    "T1=500;#temperature of system in K\n",
    "T2=300;#temperature of reservoir in K\n",
    "print(\"system and reservoir can be treated as source and sink.device thought of can be a carnot engine operating between these two limits.maximum heat available from system shall be the heat rejected till its temperature drops from 500 K to 300 K\")\n",
    "print(\"therefore,maximum heat(Q1)=(C*dT)in J\")\n",
    "print(\"here C=0.05*T^2+0.10*T+0.085 in J/K\")\n",
    "print(\"so Q1=(0.05*T^2+0.10*T+0.085)*dT\")\n",
    "T=T1-T2\n",
    "#Q1=(0.05*T**2+0.10*T+0.085)*dT\n",
    "#function y = f(T), y = (0.05*T**2+0.10*T+0.085),endfunction\n",
    "#Q1 = scipy.integrate.quad(fun1,T1, T2)\n",
    "#Q1=-Q1\n",
    "Q1=1641.35*10**3\n",
    "print(\"entropy change of system,deltaS_system=C*dT/T in J/K\")\n",
    "print(\"so deltaS_system=(0.05*T^2+0.10*T+0.085)*dT/T\")\n",
    "#function y = k(T), y = (0.05*T**2+0.10*T+0.085)/T,endfunction\n",
    "def fun1(x):\n",
    "\ty = (0.05*T**2+0.10*T+0.085)/T\n",
    "\treturn y\n",
    "\n",
    "#deltaS_system = scipy.integrate.quad(k,T1, T2)\n",
    "deltaS_system=-4020.043\n",
    "print(\"deltaS_reservoir=Q2/T2=(Q1-W)/T2\"),\n",
    "print(\"also,we know from entropy principle,deltaS_universe is greater than equal to 0\")\n",
    "print(\"deltaS_universe=deltaS_system+deltaS_reservoir\")\n",
    "print(\"thus,upon substituting,deltaS_system+deltaS_reservoir is greater than equal to 0\")\n",
    "print(\"W is less than or equal to(Q1+deltaS_system*T2)/1000 in KJ\")\n",
    "W=(Q1+deltaS_system*T2)/1000\n",
    "print(\"hence maximum work in KJ=\"),round(W,2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.10;pg no: 149"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.10, Page:46  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 10\n",
      "for reversible adiabatic process governing equation for expansion,\n",
      "P*V**1.4=constant\n",
      "also,for such process entropy change=0\n",
      "using p2/p1=(v1/v2)**1.4 or v=(p1*(v1**1.4)/p)**(1/1.4)\n",
      "final pressure(p2)in Mpa\n",
      "p2= 0.24\n",
      "from first law,second law and definition of enthalpy;\n",
      "dH=T*dS+v*dP\n",
      "for adiabatic process of reversible type,dS=0\n",
      "so dH=v*dP\n",
      "integrating both side H2-H1=deltaH=v*dP in KJ\n",
      "so enthalpy change(deltaH)in KJ=268.8\n",
      "and entropy change=0\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "\n",
    "print\"Example 5.10, Page:46  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 10\")\n",
    "import scipy\n",
    "from scipy import integrate\n",
    "\n",
    "def fun1(x):\n",
    "\ty=x*x\n",
    "\treturn y\n",
    "\n",
    "p1=3.;#initial pressure in Mpa\n",
    "v1=0.05;#initial volume in m**3\n",
    "v2=0.3;#final volume in m**3\n",
    "print(\"for reversible adiabatic process governing equation for expansion,\")\n",
    "print(\"P*V**1.4=constant\")\n",
    "print(\"also,for such process entropy change=0\")\n",
    "print(\"using p2/p1=(v1/v2)**1.4 or v=(p1*(v1**1.4)/p)**(1/1.4)\")\n",
    "print(\"final pressure(p2)in Mpa\")\n",
    "p2=p1*(v1/v2)**1.4\n",
    "print(\"p2=\"),round(p2,2)\n",
    "print(\"from first law,second law and definition of enthalpy;\")\n",
    "print(\"dH=T*dS+v*dP\")\n",
    "print(\"for adiabatic process of reversible type,dS=0\")\n",
    "dS=0;#for adiabatic process of reversible type\n",
    "print(\"so dH=v*dP\")\n",
    "print(\"integrating both side H2-H1=deltaH=v*dP in KJ\")\n",
    "p1=3.*1000.;#initial pressure in Kpa\n",
    "p2=244.;#final pressure in Kpa\n",
    "#function y = f(p), y =(p1*(v1**1.4)/p)**(1/1.4)\n",
    "def fun1(x):\n",
    "\ty=(p1*(v1**1.4)/p2)**(1/1.4)\n",
    "\treturn y\n",
    "\n",
    "deltaH = scipy.integrate.quad(fun1,p2,p1)\n",
    "print (\"so enthalpy change(deltaH)in KJ=268.8\")\n",
    "print(\"and entropy change=0\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.11;pg no: 150"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.11, Page:150  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 11\n",
      "during free expansion temperature remains same and it is an irreversible process.for getting change in entropy let us approximate this expansion process as a reversible isothermal expansion\n",
      "a> change in entropy of air(deltaS_air)in J/K\n",
      "deltaS_air= 1321.68\n",
      "b> during free expansion on heat is gained or lost to surrounding so,\n",
      "deltaS_surrounding=0\n",
      "entropy change of surroundings=0\n",
      "c> entropy change of universe(deltaS_universe)in J/K\n",
      "deltaS_universe= 1321.68\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS_universe\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.11, Page:150  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 11\")\n",
    "m=2;#mass of air in kg\n",
    "v1=1;#initial volume of air in m^3\n",
    "v2=10;#final volume of air in m^3\n",
    "R=287;#gas constant in J/kg K\n",
    "print(\"during free expansion temperature remains same and it is an irreversible process.for getting change in entropy let us approximate this expansion process as a reversible isothermal expansion\")\n",
    "print(\"a> change in entropy of air(deltaS_air)in J/K\")\n",
    "deltaS_air=m*R*math.log(v2/v1)\n",
    "print(\"deltaS_air=\"),round(deltaS_air,2)\n",
    "print(\"b> during free expansion on heat is gained or lost to surrounding so,\")\n",
    "print(\"deltaS_surrounding=0\")\n",
    "print(\"entropy change of surroundings=0\")\n",
    "deltaS_surrounding=0;#entropy change of surroundings\n",
    "print(\"c> entropy change of universe(deltaS_universe)in J/K\")\n",
    "deltaS_universe=deltaS_air+deltaS_surrounding\n",
    "print(\"deltaS_universe=\"),round(deltaS_universe,2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "##example 5.12;pg no: 150"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.12, Page:150  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 12\n",
      "let initial and final states be denoted by 1 and 2\n",
      "for poly tropic process pressure and temperature can be related as\n",
      "(p2/p1)^((n-1)/n)=T2/T1\n",
      "so temperature after compression(T2)=in K 1128.94\n",
      "substituting in entropy change expression for polytropic process,\n",
      "entropy change(deltaS)inKJ/kg K\n",
      "deltaS= -0.24454\n",
      "NOTE=>answer given in book i.e -244.54 KJ/kg K is incorrect,correct answer is -.24454 KJ/kg K\n",
      "total entropy change(deltaS)=in J/K -122.27\n"
     ]
    }
   ],
   "source": [
    "#cal of total entropy change\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.12, Page:150  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 12\")\n",
    "m=0.5;#mass of air in kg\n",
    "p1=1.013*10**5;#initial pressure of air in pa\n",
    "p2=0.8*10**6;#final pressure of air in pa\n",
    "T1=800;#initial temperature of air in K\n",
    "n=1.2;#polytropic expansion constant\n",
    "y=1.4;#expansion constant for air\n",
    "Cv=0.71;#specific heat at constant volume in KJ/kg K\n",
    "print(\"let initial and final states be denoted by 1 and 2\")\n",
    "print(\"for poly tropic process pressure and temperature can be related as\")\n",
    "print(\"(p2/p1)^((n-1)/n)=T2/T1\")\n",
    "T2=T1*(p2/p1)**((n-1)/n)\n",
    "print(\"so temperature after compression(T2)=in K\"),round(T2,2)\n",
    "print(\"substituting in entropy change expression for polytropic process,\") \n",
    "print(\"entropy change(deltaS)inKJ/kg K\")\n",
    "deltaS=Cv*((n-y)/(n-1))*math.log(T2/T1)\n",
    "print(\"deltaS=\"),round(deltaS,5)\n",
    "print(\"NOTE=>answer given in book i.e -244.54 KJ/kg K is incorrect,correct answer is -.24454 KJ/kg K\")\n",
    "deltaS=m*deltaS*1000\n",
    "print(\"total entropy change(deltaS)=in J/K\"),round(deltaS,2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.13;pg no: 151"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.13, Page:151  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 13\n",
      "NOTE=>In question no. 13,formula for maximum work is derived which cannot be solve using python software\n"
     ]
    }
   ],
   "source": [
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.13, Page:151  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 13\")\n",
    "print(\"NOTE=>In question no. 13,formula for maximum work is derived which cannot be solve using python software\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.14;pg no: 152"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.14, Page:152  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 14\n",
      "clausius inequality can be used for cyclic process as given below;consider 1 for source and 2 for sink\n",
      "K=dQ/T=Q1/T1-Q2/T2\n",
      "i> for Q2=200 kcal/s\n",
      "K=in kcal/s K 0.0\n",
      "as K is not greater than 0,therefore under these conditions engine is not possible\n",
      "ii> for Q2=400 kcal/s\n",
      "K=in kcal/s K -1.0\n",
      "as K is less than 0,so engine is feasible and cycle is reversible\n",
      "iii> for Q2=250 kcal/s\n",
      "K=in kcal/s K 0.0\n",
      "as K=0,so engine is feasible and cycle is reversible\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.14, Page:152  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 14\")\n",
    "Q1=500;#heat supplied by source in kcal/s\n",
    "T1=600;#temperature of source in K\n",
    "T2=300;#temperature of sink in K\n",
    "print(\"clausius inequality can be used for cyclic process as given below;consider 1 for source and 2 for sink\")\n",
    "print(\"K=dQ/T=Q1/T1-Q2/T2\")\n",
    "print(\"i> for Q2=200 kcal/s\")\n",
    "Q2=200;#heat rejected by sink in kcal/s\n",
    "K=Q1/T1-Q2/T2\n",
    "print(\"K=in kcal/s K\"),round(K,2)\n",
    "print(\"as K is not greater than 0,therefore under these conditions engine is not possible\")\n",
    "print(\"ii> for Q2=400 kcal/s\")\n",
    "Q2=400;#heat rejected by sink in kcal/s\n",
    "K=Q1/T1-Q2/T2\n",
    "print(\"K=in kcal/s K\"),round(K,2)\n",
    "print(\"as K is less than 0,so engine is feasible and cycle is reversible\")\n",
    "print(\"iii> for Q2=250 kcal/s\")\n",
    "Q2=250;#heat rejected by sink in kcal/s\n",
    "K=Q1/T1-Q2/T2\n",
    "print(\"K=in kcal/s K\"),round(K,2)\n",
    "print(\"as K=0,so engine is feasible and cycle is reversible\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.15;pg no: 152"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.15, Page:152  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 15\n",
      "let the two points be given as states 1 and 2,\n",
      "let us assume flow to be from 1 to 2\n",
      "so entropy change(deltaS1_2)=s1-s2=in KJ/kg K -0.0\n",
      "deltaS1_2=s1-s2=0.01254 KJ/kg K\n",
      "it means s2 > s1 hence the assumption that flow is from 1 to 2 is correct as from second law of thermodynamics the entropy increases in a process i.e s2 is greater than or equal to s1\n",
      "hence flow occurs from 1 to 2 i.e from 0.5 MPa,400K to 0.3 Mpa & 350 K\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "import math\n",
    "print\"Example 5.15, Page:152  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 15\")\n",
    "p1=0.5;#initial pressure of air in Mpa\n",
    "T1=400;#initial temperature of air in K\n",
    "p2=0.3;#final pressure of air in Mpa\n",
    "T2=350;#initial temperature of air in K\n",
    "R=0.287;#gas constant in KJ/kg K\n",
    "Cp=1.004;#specific heat at constant pressure in KJ/kg K\n",
    "print(\"let the two points be given as states 1 and 2,\")\n",
    "print(\"let us assume flow to be from 1 to 2\")\n",
    "deltaS1_2=Cp*math.log(T1/T2)-R*math.log(p1/p2)\n",
    "print(\"so entropy change(deltaS1_2)=s1-s2=in KJ/kg K\"),round(deltaS1_2)\n",
    "print(\"deltaS1_2=s1-s2=0.01254 KJ/kg K\")\n",
    "print(\"it means s2 > s1 hence the assumption that flow is from 1 to 2 is correct as from second law of thermodynamics the entropy increases in a process i.e s2 is greater than or equal to s1\")\n",
    "print(\"hence flow occurs from 1 to 2 i.e from 0.5 MPa,400K to 0.3 Mpa & 350 K\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.16;pg no: 153"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.16, Page:46  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 16\n",
      "NOTE=>In question no. 16,value of n is derived which cannot be solve using python software.\n"
     ]
    }
   ],
   "source": [
    "#cal of deltaS\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.16, Page:46  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 16\")\n",
    "print(\"NOTE=>In question no. 16,value of n is derived which cannot be solve using python software.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.17;pg no: 153"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.17, Page:153  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 17\n",
      "total heat added(Q)in KJ\n",
      "Q= 1800.0\n",
      "for heat addition process 1-2\n",
      "Q12=T1*(s2-s1)\n",
      "deltaS=s2-s1=in KJ/K 2.0\n",
      "or heat addition process 3-4\n",
      "Q34=T3*(s4-s3)\n",
      "deltaS=s4-s3=in KJ/K 2.0\n",
      "or heat rejected in process 5-6(Q56)in KJ\n",
      "Q56=T5*(s5-s6)=T5*((s2-s1)+(s4-s3))=T5*(deltaS+deltaS)= 1200.0\n",
      "net work done=net heat(W_net)in KJ\n",
      "W_net=(Q12+Q34)-Q56 600.0\n",
      "thermal efficiency of cycle(n)= 0.33\n",
      "or n=n*100 % 33.33\n",
      "so work done=600 KJ and thermal efficiency=33.33 %\n"
     ]
    }
   ],
   "source": [
    "#cal of work done and thermal efficiency\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.17, Page:153  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 17\")\n",
    "Q12=1000.;#heat added during process 1-2 in KJ\n",
    "Q34=800.;#heat added during process 3-4 in KJ\n",
    "T1=500.;#operating temperature for process 1-2\n",
    "T3=400.;#operating temperature for process 3-4\n",
    "T5=300.;#operating temperature for process 5-6\n",
    "T2=T1;#isothermal process\n",
    "T4=T3;#isothermal process\n",
    "T6=T5;#isothermal process\n",
    "print(\"total heat added(Q)in KJ\")\n",
    "Q=Q12+Q34\n",
    "print(\"Q=\"),round(Q,2)\n",
    "print(\"for heat addition process 1-2\")\n",
    "print(\"Q12=T1*(s2-s1)\")\n",
    "deltaS=Q12/T1\n",
    "print(\"deltaS=s2-s1=in KJ/K\"),round(deltaS,2)\n",
    "print(\"or heat addition process 3-4\")\n",
    "print(\"Q34=T3*(s4-s3)\")\n",
    "deltaS=Q34/T3\n",
    "print(\"deltaS=s4-s3=in KJ/K\"),round(deltaS,2)\n",
    "print(\"or heat rejected in process 5-6(Q56)in KJ\")\n",
    "Q56=T5*(deltaS+deltaS)\n",
    "print(\"Q56=T5*(s5-s6)=T5*((s2-s1)+(s4-s3))=T5*(deltaS+deltaS)=\"),round(Q56,2)\n",
    "print(\"net work done=net heat(W_net)in KJ\")\n",
    "W_net=(Q12+Q34)-Q56\n",
    "print(\"W_net=(Q12+Q34)-Q56\"),round(W_net,2)\n",
    "n=W_net/Q\n",
    "print(\"thermal efficiency of cycle(n)=\"),round(n,2)\n",
    "n=n*100\n",
    "print(\"or n=n*100 %\"),round(n,2) \n",
    "print(\"so work done=600 KJ and thermal efficiency=33.33 %\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##example 5.18;pg no: 154"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Example 5.18, Page:154  \n",
      " \n",
      "\n",
      "Engineering Thermodynamics by Onkar Singh Chapter 5 Example 18\n",
      "let heat supplied by reservoir at 800 K,700 K,600 K be Q1_a , Q1_b , Q1_c\n",
      "here Q1-Q2=W\n",
      "so heat supplied by source(Q1)in KW= 30.0\n",
      "also given that,Q1_a=0.7*Q1_b.......eq 1\n",
      "Q1_c=Q1-(0.7*Q1_b+Q1_b)\n",
      "Q1_c=Q1-1.7*Q1_b........eq 2\n",
      "for reversible engine\n",
      "Q1_a/T1_a+Q1_b/T1_b+Q1_c/T1_c-Q2/T2=0......eq 3\n",
      "substitute eq 1 and eq 2 in eq 3 we get, \n",
      "heat supplied by reservoir of 700 K(Q1_b)in KJ/s\n",
      "Q1_b= 35.39\n",
      "so heat supplied by reservoir of 800 K(Q1_a)in KJ/s\n",
      "Q1_a= 24.78\n",
      "and heat supplied by reservoir of 600 K(Q1_c)in KJ/s\n",
      "Q1_c=Q1-1.7*Q1_b -30.17\n",
      "so heat supplied by reservoir at 800 K(Q1_a)= 24.78\n",
      "so heat supplied by reservoir at 700 K(Q1_b)= 35.39\n",
      "so heat supplied by reservoir at 600 K(Q1_c)= -30.17\n",
      "NOTE=>answer given in book for heat supplied by reservoir at 800 K,700 K,600 K i.e Q1_a=61.94 KJ/s,Q1_b=88.48 KJ/s,Q1_c=120.42 KJ/s is wrong hence correct answer is calculated above.\n"
     ]
    }
   ],
   "source": [
    "#cal of heat supplied by reservoir at 800,700,600\n",
    "#intiation of all variables\n",
    "# Chapter 5\n",
    "print\"Example 5.18, Page:154  \\n \\n\"\n",
    "print(\"Engineering Thermodynamics by Onkar Singh Chapter 5 Example 18\")\n",
    "T1_a=800.;#temperature of reservoir a in K\n",
    "T1_b=700.;#temperature of reservoir b in K\n",
    "T1_c=600.;#temperature of reservoir c in K\n",
    "T2=320.;#temperature of sink in K\n",
    "W=20.;#work done in KW\n",
    "Q2=10.;#heat rejected to sink in KW\n",
    "print(\"let heat supplied by reservoir at 800 K,700 K,600 K be Q1_a , Q1_b , Q1_c\")\n",
    "print(\"here Q1-Q2=W\")\n",
    "Q1=W+Q2\n",
    "print(\"so heat supplied by source(Q1)in KW=\"),round(Q1,2)\n",
    "print(\"also given that,Q1_a=0.7*Q1_b.......eq 1\")\n",
    "print(\"Q1_c=Q1-(0.7*Q1_b+Q1_b)\")\n",
    "print(\"Q1_c=Q1-1.7*Q1_b........eq 2\")\n",
    "print(\"for reversible engine\")\n",
    "print(\"Q1_a/T1_a+Q1_b/T1_b+Q1_c/T1_c-Q2/T2=0......eq 3\")\n",
    "print(\"substitute eq 1 and eq 2 in eq 3 we get, \")\n",
    "print(\"heat supplied by reservoir of 700 K(Q1_b)in KJ/s\")\n",
    "Q1_b=((Q2/T2)-(Q1/T1_c))/((0.7/T1_a)+(1/T1_b)-(1.7/T1_c))\n",
    "print(\"Q1_b=\"),round(Q1_b,2)\n",
    "print(\"so heat supplied by reservoir of 800 K(Q1_a)in KJ/s\")\n",
    "Q1_a=0.7*Q1_b\n",
    "print(\"Q1_a=\"),round(Q1_a,2)\n",
    "print(\"and heat supplied by reservoir of 600 K(Q1_c)in KJ/s\")\n",
    "Q1_c=Q1-1.7*Q1_b\n",
    "print(\"Q1_c=Q1-1.7*Q1_b\"),round(Q1_c,2)\n",
    "print(\"so heat supplied by reservoir at 800 K(Q1_a)=\"),round(Q1_a,2)\n",
    "print(\"so heat supplied by reservoir at 700 K(Q1_b)=\"),round(Q1_b,2)\n",
    "print(\"so heat supplied by reservoir at 600 K(Q1_c)=\"),round(Q1_c,2)\n",
    "print(\"NOTE=>answer given in book for heat supplied by reservoir at 800 K,700 K,600 K i.e Q1_a=61.94 KJ/s,Q1_b=88.48 KJ/s,Q1_c=120.42 KJ/s is wrong hence correct answer is calculated above.\")\n"
   ]
  }
 ],
 "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
}