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diff --git a/Non_Conventional_Energy_Resources/Chapter12.ipynb b/Non_Conventional_Energy_Resources/Chapter12.ipynb
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+{
+ "metadata": {
+  "name": "",
+  "signature": "sha256:51836aeee86fdbe9ff075e142b59a3694a305b3949989cbb3e8809bdfd1573b6"
+ },
+ "nbformat": 3,
+ "nbformat_minor": 0,
+ "worksheets": [
+  {
+   "cells": [
+    {
+     "cell_type": "heading",
+     "level": 1,
+     "metadata": {},
+     "source": [
+      "Chapter12:Emerging Technologies"
+     ]
+    },
+    {
+     "cell_type": "heading",
+     "level": 2,
+     "metadata": {},
+     "source": [
+      "Ex12.1:pg-375"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import math\n",
+      "# given data\n",
+      "delG=-39.59 # kJ/mol\n",
+      "delH=-56.83 # change in enthalpy in kJ/mol\n",
+      "mdotmethanol=32.0 # in g/s\n",
+      "mdotoxygen=48.0 # in g/s\n",
+      "\n",
+      "Wmax=166.3 # -delG in kJ\n",
+      "\n",
+      "flowmethanol=mdotmethanol*100*3600/(Wmax*1000) # in kg/h\n",
+      "flowoxygen=mdotoxygen*100*3600/(Wmax*1000) # in kg/h\n",
+      "print \"The required flow rate of methanol is \",round(flowmethanol,2),\"kg/h\"\n",
+      "print \"The required flow rate of oxygen is \",round(flowoxygen,2),\"kg/h\"\n",
+      "delQ=delH-delG # using eq 12.7 \n",
+      "\n",
+      "fuelrate=-delQ*19.24/mdotmethanol # in kcal/s\n",
+      "\n",
+      "print \"The required heat removal rate is \",round(fuelrate,3),\"kcal/s\"\n",
+      "\n",
+      "# The answer is wrong in textbook because of incorrect conversion from g/s to kg/h"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "The required flow rate of methanol is  69.27 kg/h\n",
+        "The required flow rate of oxygen is  103.91 kg/h\n",
+        "The required heat removal rate is  10.366 kcal/s\n"
+       ]
+      }
+     ],
+     "prompt_number": 1
+    }
+   ],
+   "metadata": {}
+  }
+ ]
+}
+\ No newline at end of file