diff --git a/examples/oemof_0.1/storage_invest/data/example_data.csv b/examples/oemof_0.1/storage_invest/data/example_data.csv
new file mode 100644
index 0000000..20afccc
--- /dev/null
+++ b/examples/oemof_0.1/storage_invest/data/example_data.csv
@@ -0,0 +1,8761 @@
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diff --git a/examples/oemof_0.1/storage_invest/storage_invest.ipynb b/examples/oemof_0.1/storage_invest/storage_invest.ipynb
new file mode 100644
index 0000000..5f6c335
--- /dev/null
+++ b/examples/oemof_0.1/storage_invest/storage_invest.ipynb
@@ -0,0 +1,470 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "16:35:48-INFO-Path for logging: /home/local/RL-INSTITUT/caroline.moeller/.oemof/log_files\n",
+      "16:35:48-INFO-Used oemof version: 0.1.4\n",
+      "16:35:48-INFO-The program started\n"
+     ]
+    }
+   ],
+   "source": [
+    "import logging\n",
+    "from oemof.tools import logger\n",
+    "logger.define_logging()\n",
+    "\n",
+    "logging.info('The program started')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "# INSTANTIATE ENERGY SYSTEM\n",
+    "\n",
+    "import pandas as pd\n",
+    "from oemof import solph\n",
+    "\n",
+    "date_time_index = pd.date_range('1/1/2017', periods=8760,\n",
+    "                               freq='H')\n",
+    "\n",
+    "energysystem = solph.EnergySystem(timeindex=date_time_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<oemof.solph.network.EnergySystem object at 0x7fd9d4661f98>\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(energysystem)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "# Import wind, PV and demand data\n",
+    "data = pd.read_csv('data/example_data.csv', sep=',')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "      timestep      demand_el        pv      wind\n",
+      "0            1  209643.341577  0.000000  0.107020\n",
+      "1            2  207497.200771  0.000000  0.074873\n",
+      "2            3  200108.014899  0.000000  0.055654\n",
+      "3            4  191892.680200  0.000000  0.065059\n",
+      "4            5  185717.333107  0.000000  0.085573\n",
+      "5            6  180672.748373  0.000000  0.096229\n",
+      "6            7  172683.566147  0.000000  0.117940\n",
+      "7            8  170048.197544  0.000000  0.159530\n",
+      "8            9  171132.806339  0.000000  0.237170\n",
+      "9           10  179532.755300  0.062188  0.285150\n",
+      "10          11  189155.773753  0.154260  0.357240\n",
+      "11          12  201026.470857  0.160160  0.463540\n",
+      "12          13  208466.425651  0.103600  0.569320\n",
+      "13          14  207718.737886  0.084862  0.689990\n",
+      "14          15  205443.367096  0.052101  0.795170\n",
+      "15          16  206255.669853  0.014673  0.868930\n",
+      "16          17  217240.218495  0.000000  0.922780\n",
+      "17          18  232798.585499  0.000000  0.958950\n",
+      "18          19  237321.634940  0.000000  0.979630\n",
+      "19          20  232387.818764  0.000000  0.990520\n",
+      "20          21  224306.329407  0.000000  0.996260\n",
+      "21          22  219280.206100  0.000000  0.998590\n",
+      "22          23  223701.717696  0.000000  0.999330\n",
+      "23          24  213926.392476  0.000000  0.999230\n",
+      "24          25  201834.158257  0.000000  0.998740\n",
+      "25          26  192215.755161  0.000000  0.998450\n",
+      "26          27  187152.709001  0.000000  0.997790\n",
+      "27          28  184355.802918  0.000000  0.997350\n",
+      "28          29  184438.879336  0.000000  0.996900\n",
+      "29          30  182786.581684  0.000000  0.996370\n",
+      "...        ...            ...       ...       ...\n",
+      "8730      8731  290278.236249  0.000000  0.976930\n",
+      "8731      8732  281855.210505  0.000000  0.978790\n",
+      "8732      8733  268110.678633  0.000000  0.980940\n",
+      "8733      8734  258136.893081  0.000000  0.983020\n",
+      "8734      8735  254315.377839  0.000000  0.983070\n",
+      "8735      8736  240760.075586  0.000000  0.979950\n",
+      "8736      8737  228612.457089  0.000000  0.969680\n",
+      "8737      8738  219575.588920  0.000000  0.936300\n",
+      "8738      8739  213760.239639  0.000000  0.824300\n",
+      "8739      8740  209851.032623  0.000000  0.712430\n",
+      "8740      8741  209181.805920  0.000000  0.852400\n",
+      "8741      8742  207806.429661  0.000000  0.945550\n",
+      "8742      8743  201751.081839  0.000000  0.932940\n",
+      "8743      8744  206740.282293  0.000000  0.872160\n",
+      "8744      8745  217263.295278  0.000000  0.793770\n",
+      "8745      8746  232521.664105  0.042628  0.775550\n",
+      "8746      8747  241309.303018  0.115240  0.853770\n",
+      "8747      8748  248804.642092  0.137090  0.938090\n",
+      "8748      8749  251430.779981  0.116600  0.951590\n",
+      "8749      8750  245786.198893  0.102020  0.944280\n",
+      "8750      8751  240104.694953  0.068199  0.922850\n",
+      "8751      8752  237321.634940  0.022248  0.903640\n",
+      "8752      8753  245200.048609  0.000000  0.882900\n",
+      "8753      8754  261053.798434  0.000000  0.865740\n",
+      "8754      8755  256599.979342  0.000000  0.839260\n",
+      "8755      8756  243169.291717  0.000000  0.803870\n",
+      "8756      8757  228880.147770  0.000000  0.766700\n",
+      "8757      8758  226554.008057  0.000000  0.752300\n",
+      "8758      8759  236343.179347  0.000000  0.737390\n",
+      "8759      8760  235840.105480  0.000000  0.707440\n",
+      "\n",
+      "[8760 rows x 4 columns]\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "# Define cost parameter\n",
+    "\n",
+    "from oemof.tools import economics\n",
+    "\n",
+    "price_gas = 0.04\n",
+    "\n",
+    "epc_wind = economics.annuity(capex=1000, n=20, wacc=0.05)  # equivalent periodical costs\n",
+    "\n",
+    "epc_pv = economics.annuity(capex=1000, n=20, wacc=0.05)\n",
+    "\n",
+    "epc_storage = economics.annuity(capex=1000, n=10, wacc=0.05)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "# POPULATE ENERGY SYSTEM\n",
+    "\n",
+    "from oemof import solph\n",
+    "\n",
+    "# Create busses\n",
+    "bgas = solph.Bus(label='natural_gas')\n",
+    "\n",
+    "bel = solph.Bus(label='electricity')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<oemof.solph.network.Source at 0x7fd9b3597990>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Create sources\n",
+    "\n",
+    "solph.Source(label='gas',\n",
+    "             outputs={bgas: solph.Flow(variable_costs=price_gas)})\n",
+    "\n",
+    "solph.Source(label='wind',\n",
+    "             outputs={bel: solph.Flow(\n",
+    "                 actual_value=data['wind'],\n",
+    "                 fixed=True,\n",
+    "                 fixed_costs=20,\n",
+    "                 investment=solph.Investment(ep_costs=epc_wind))})\n",
+    "\n",
+    "solph.Source(label='pv',\n",
+    "             outputs={bel: solph.Flow(\n",
+    "                 actual_value=data['pv'],\n",
+    "                 fixed=True,\n",
+    "                 fixed_costs=20,\n",
+    "                 investment=solph.Investment(ep_costs=epc_pv))})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<oemof.solph.network.Sink at 0x7fd9b3597798>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Create sinks\n",
+    "\n",
+    "solph.Sink(label='demand',\n",
+    "           inputs={bel: solph.Flow(\n",
+    "               actual_value=data['demand_el'],\n",
+    "               fixed=True,\n",
+    "               nominal_value=1)})\n",
+    "\n",
+    "solph.Sink(label='excess_bel',\n",
+    "           inputs={bel: solph.Flow()})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<oemof.solph.network.LinearTransformer at 0x7fd9b3597af8>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Create transformer\n",
+    "\n",
+    "solph.LinearTransformer(label='pp_gas',\n",
+    "                        inputs={bgas: solph.Flow()},\n",
+    "                        outputs={bel: solph.Flow(\n",
+    "                            nominal_value=10e10,\n",
+    "                            variable_costs=0)},\n",
+    "                        conversion_factors={bel: 0.58})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<oemof.solph.network.Storage at 0x7fd9b3597a68>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Create storage\n",
+    "\n",
+    "solph.Storage(label='storage',\n",
+    "              inputs={bel: solph.Flow(variable_costs=1)},\n",
+    "              outputs={bel: solph.Flow()},\n",
+    "              capacity_loss=0,\n",
+    "              initial_capacity=0,\n",
+    "              nominal_input_capacity_ratio=1/6,\n",
+    "              nominal_output_capacity_ratio=1/6,\n",
+    "              inflow_conversion_factor=1,\n",
+    "              outflow_conversion_factor=0.8,\n",
+    "              fixed_costs=35,\n",
+    "              investment=solph.Investment(ep_costs=epc_storage))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Welcome to the CBC MILP Solver \n",
+      "Version: 2.8.12 \n",
+      "Build Date: Sep  8 2014 \n",
+      "\n",
+      "command line - /usr/bin/cbc -printingOptions all -import /tmp/tmpyj4qzisg.pyomo.lp -import -stat=1 -solve -solu /tmp/tmpyj4qzisg.pyomo.soln (default strategy 1)\n",
+      "Option for printingOptions changed from normal to all\n",
+      "Current default (if $ as parameter) for import is /tmp/tmpyj4qzisg.pyomo.lp\n"
+     ]
+    }
+   ],
+   "source": [
+    "# COMPUTE RESULTS\n",
+    "\n",
+    "om = solph.OperationalModel(energysystem)\n",
+    "\n",
+    "om.solve(solver='cbc', solve_kwargs={'tee': True})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "# filename = os.path.join(\n",
+    "#             helpers.extend_basic_path('lp_files'), 'storage_invest.lp')\n",
+    "# logging.info('Store lp-file in {0}.'.format(filename))\n",
+    "# om.write(filename, io_options={'symbolic_solver_labels': True})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "# PROCESS RESULTS\n",
+    "\n",
+    "from oemof import outputlib\n",
+    "\n",
+    "storage = energysystem.groups['storage']\n",
+    "wind_inst = energysystem.groups['wind']\n",
+    "pv_inst = energysystem.groups['pv']\n",
+    "myresults = outputlib.DataFramePlot(energy_system=energysystem)\n",
+    "\n",
+    "pp_gas = myresults.slice_by(obj_label='pp_gas', type='to_bus',\n",
+    "                            date_from='2017-01-01 00:00:00',\n",
+    "                            date_to='2017-12-31 23:00:00')\n",
+    "\n",
+    "demand = myresults.slice_by(obj_label='demand',\n",
+    "                            date_from='2017-01-01 00:00:00',\n",
+    "                            date_to='2017-12-31 23:00:00')\n",
+    "\n",
+    "import pprint as pp\n",
+    "pp.pprint({\n",
+    "    'wind_inst_MW': energysystem.results[wind_inst][bel].invest/1000,\n",
+    "    'pv_inst_MW': energysystem.results[pv_inst][bel].invest/1000,\n",
+    "    'storage_cap_GWh': energysystem.results[storage][storage].invest/1e6,\n",
+    "    'res_share': 1 - pp_gas.sum()/demand.sum(),\n",
+    "    'objective': energysystem.results.objective\n",
+    "    })"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "cdict = {'wind': '#5b5bae',\n",
+    "         'pv': '#ffde32',\n",
+    "         'storage': '#42c77a',\n",
+    "         'pp_gas': '#636f6b',\n",
+    "         'demand': '#ce4aff',\n",
+    "         'excess_bel': '#555555'}\n",
+    "\n",
+    "myplot = outputlib.DataFramePlot(energy_system=energysystem)\n",
+    "# Plotting the balance around the electricity plot for one week using a\n",
+    "# combined stacked plot\n",
+    "fig = plt.figure(figsize=(24, 14))\n",
+    "plt.rc('legend', **{'fontsize': 19})\n",
+    "plt.rcParams.update({'font.size': 19})\n",
+    "plt.style.use('grayscale')\n",
+    "\n",
+    "handles, labels = myplot.io_plot(\n",
+    "    bus_label='electricity', cdict=cdict,\n",
+    "    barorder=['pv', 'wind', 'pp_gas', 'storage'],\n",
+    "    lineorder=['demand', 'storage', 'excess_bel'],\n",
+    "    line_kwa={'linewidth': 4},\n",
+    "    ax=fig.add_subplot(1, 1, 1),\n",
+    "    date_from=\"2017-06-01 00:00:00\",\n",
+    "    date_to=\"2017-06-08 00:00:00\",\n",
+    "    )\n",
+    "myplot.ax.set_ylabel('Power in kW')\n",
+    "myplot.ax.set_xlabel('Date')\n",
+    "myplot.ax.set_title(\"Electricity bus\")\n",
+    "myplot.set_datetime_ticks(tick_distance=24, date_format='%d-%m-%Y')\n",
+    "myplot.outside_legend(handles=handles, labels=labels)\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.4.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}