diff --git a/carculator_truck/inventory.py b/carculator_truck/inventory.py
index 8072734..e5116c5 100644
--- a/carculator_truck/inventory.py
+++ b/carculator_truck/inventory.py
@@ -360,13 +360,13 @@ def fill_in_A_matrix(self):
         # Charging infrastructure
         # Plugin BEV trucks
         # The charging station has a lifetime of 24 years
-        # Hence, we calculate the lifetime of the bus
+        # Hence, we calculate the lifetime of the truck
         # We assume two trucks per charging station
 
         self.A[
             np.ix_(
                 np.arange(self.iterations),
-                self.find_input_indices(("EV charger, level 3, plugin, 200 kW",)),
+                self.find_input_indices("charger, for electric vehicles, level 3, plugin, 200 kW",),
                 self.find_input_indices(
                     contains=("Truck, ",),
                 ),
@@ -374,14 +374,10 @@ def fill_in_A_matrix(self):
         ] = (
             -1
             / (
-                24
-                * (
-                    2100
-                    / self.array.sel(parameter="electric energy stored")
-                )
-                * self.array.sel(parameter="kilometers per year")
+                self.array.sel(
+                    parameter=["kilometers per year"],
+                ) * 2 * 24
             )
-            * (self.array.sel(parameter="electricity consumption") > 0)
-        )
+        ) * (self.array.sel(parameter="combustion power") == 0)
 
         print("*********************************************************************")
diff --git a/dev/test.ipynb b/dev/test.ipynb
index 37bec3f..90e5dd5 100644
--- a/dev/test.ipynb
+++ b/dev/test.ipynb
@@ -27,46 +27,11 @@
       "\n",
       "'-' vehicle with driving mass superior to the permissible gross weight.\n",
       "'/' vehicle not available for the specified year.\n",
-      "+-------------------+-----+-----+------+-----+-----+------+------+\n",
-      "| Payload (in tons) | 18t | 26t | 3.5t | 32t | 40t | 60t  | 7.5t |\n",
-      "+-------------------+-----+-----+------+-----+-----+------+------+\n",
-      "|     BEV, 2000     |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|     BEV, 2010     |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|     BEV, 2020     | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     BEV, 2030     | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     BEV, 2040     | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     BEV, 2050     | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     FCEV, 2000    |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|     FCEV, 2010    |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|     FCEV, 2020    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     FCEV, 2030    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     FCEV, 2040    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|     FCEV, 2050    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    HEV-d, 2000    |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|    HEV-d, 2010    |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|    HEV-d, 2020    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    HEV-d, 2030    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    HEV-d, 2040    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    HEV-d, 2050    | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-d, 2000   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-d, 2010   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-d, 2020   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-d, 2030   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-d, 2040   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-d, 2050   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-g, 2000   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-g, 2010   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-g, 2020   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-g, 2030   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-g, 2040   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    ICEV-g, 2050   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    PHEV-d, 2000   |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|    PHEV-d, 2010   |  /  |  /  |  /   |  /  |  /  |  /   |  /   |\n",
-      "|    PHEV-d, 2020   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    PHEV-d, 2030   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    PHEV-d, 2040   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "|    PHEV-d, 2050   | 2.7 | 6.3 | 0.8  | 8.8 | 8.8 | 16.4 | 1.8  |\n",
-      "+-------------------+-----+-----+------+-----+-----+------+------+\n"
+      "+-------------------+-----+\n",
+      "| Payload (in tons) | 26t |\n",
+      "+-------------------+-----+\n",
+      "|     BEV, 2020     | 6.3 |\n",
+      "+-------------------+-----+\n"
      ]
     }
    ],
@@ -76,7 +41,8 @@
     "tip.static()\n",
     "dcts, array = fill_xarray_from_input_parameters(\n",
     "    tip,\n",
-    "    scope={\"\":[2020, 2030]}\n",
+    "    scope={\"year\":[2020, ], \"size\":[\"26t\",], \"powertrain\":[\"BEV\",]},\n",
+    "    sensitivity=True\n",
     ")\n",
     "tm = TruckModel(array, cycle='Urban delivery',)\n",
     "tm.set_all()"
@@ -97,34 +63,8 @@
       " * The background prospective scenario is: SSP2-NPi.\n",
       " * The country of use is: CH.\n",
       " * Power and energy batteries produced in CN using ['NMC-622'] chemistry/ies\n",
-      "\t * between 2000 and 2010, % of non-hydro renew.: 3, hydro: 56, nuclear: 39.\n",
-      "\t * between 2010 and 2020, % of non-hydro renew.: 5, hydro: 60, nuclear: 31.\n",
-      "\t * between 2020 and 2030, % of non-hydro renew.: 13, hydro: 61, nuclear: 20.\n",
-      "\t * between 2030 and 2040, % of non-hydro renew.: 25, hydro: 58, nuclear: 7.\n",
-      "\t * between 2040 and 2050, % of non-hydro renew.: 30, hydro: 56, nuclear: 2.\n",
-      "\t * between 2050 and 2060, % of non-hydro renew.: 33, hydro: 54, nuclear: 1.\n",
-      "hydrogen - smr - natural gas is completed by hydrogen - electrolysis - PEM.\n",
-      " \t * in 2000 _________________________________________ 0.0%\n",
-      " \t * in 2010 _________________________________________ 0.0%\n",
-      " \t * in 2020 _________________________________________ 1.0%\n",
-      " \t * in 2030 _________________________________________ 1.0%\n",
-      " \t * in 2040 _________________________________________ 1.0%\n",
-      " \t * in 2050 _________________________________________ 1.0%\n",
-      " * methane is completed by methane - biomethane - sewage sludge.\n",
-      " \t * in 2000 _________________________________________ 10.0%\n",
-      " \t * in 2010 _________________________________________ 20.0%\n",
-      " \t * in 2020 _________________________________________ 22.0%\n",
-      " \t * in 2030 _________________________________________ 22.0%\n",
-      " \t * in 2040 _________________________________________ 22.0%\n",
-      " \t * in 2050 _________________________________________ 22.0%\n",
-      " * diesel is completed by diesel - biodiesel - cooking oil.\n",
-      " \t * in 2000 _________________________________________ 0.0%\n",
-      " \t * in 2010 _________________________________________ 0.0%\n",
-      " \t * in 2020 _________________________________________ 5.0%\n",
-      " \t * in 2030 _________________________________________ 5.0%\n",
-      " \t * in 2040 _________________________________________ 5.0%\n",
-      " \t * in 2050 _________________________________________ 5.0%\n",
-      " * *********************************************************************\n"
+      "\t * between 2020 and 2029, % of non-hydro renew.: 12, hydro: 61, nuclear: 20.\n",
+      "*********************************************************************\n"
      ]
     }
    ],
@@ -132,6 +72,99 @@
     "ic = InventoryTruck(tm)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "d91260d3-cb98-4589-8dd2-abcf5fa379f0",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Calculating impacts\n",
+      "0% [##############################] 100% | ETA: 00:00:00\n",
+      "Total time elapsed: 00:00:00\n"
+     ]
+    }
+   ],
+   "source": [
+    "res = ic.calculate_impacts(sensitivity=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "d7cf344d-30e7-4f0d-85c6-3ec9039dd055",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0.5, 1.0, 'Parameters value increased by 10%')"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "df = res.sel(impact_category=\"climate change\", powertrain=\"BEV\", size=\"26t\", year=2020)\\\n",
+    "    .to_dataframe(\"climate change influence\")\n",
+    "df = df.loc[(df[\"climate change influence\"] > 1.001)|(df[\"climate change influence\"] < 1),:]\n",
+    "df[\"climate change influence\"] -= 1 \n",
+    "df[\"climate change influence\"] *= 100 \n",
+    "df = df.sort_values(\"climate change influence\", ascending=True)\n",
+    "df.plot(y=\"climate change influence\", kind=\"bar\", figsize=(10,5))\n",
+    "plt.ylabel(\"Change in GWP100a results [%]\")\n",
+    "plt.title(\"Parameters value increased by 10%\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "5b0eefff-372c-4afb-b645-afd8425a8489",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(1, 1, 1, 89)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "_o = lambda x: np.nan_to_num(1)\n",
+    "((\n",
+    "            -1\n",
+    "            / (\n",
+    "                    24\n",
+    "                    * (\n",
+    "                            2100\n",
+    "                            / _o(tm.array.sel(parameter=\"electric energy stored\"))\n",
+    "                    )\n",
+    "                    * tm.array.sel(parameter=\"kilometers per year\")\n",
+    "            )\n",
+    "        ) * (tm.array.sel(parameter=\"electricity consumption\") > 0)).shape"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 11,