Updated to include 9 scenarios (3x demand x 3 access rates)

iiasa · Dec 21, 2023 · 5bcbc55 · 5bcbc55
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diff --git a/onsset/MLED_extraction_to_OnSSET.ipynb b/onsset/MLED_extraction_to_OnSSET.ipynb
@@ -29,7 +29,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "fd252149-c96e-41da-aa9b-1cbeb70077b0",
    "metadata": {},
    "outputs": [],
@@ -49,7 +49,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "111491a1-23f4-4134-ba70-4168d904bd6d",
    "metadata": {},
    "outputs": [],
@@ -61,7 +61,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "8f00a32a-7e0b-4851-977b-c1d47ccbe4e4",
    "metadata": {
     "tags": []
@@ -75,16 +75,16 @@
       "\n",
       "MLED Scenario processing into OnSSET input files for: ' baseline '...\n",
       "Taken from file at:  onsset_replication\\mled\\onsset_clusters\\1_zambia_onsset_clusters_with_mled_loads_baseline_tot_lat_d.gpkg\n",
-      "Total Demand--2020:  13.44  TWh\n",
-      "Total Demand--2030:  38.08  TWh\n",
-      "Total Demand--2040:  48.83  TWh\n",
-      "Total Demand--2050:  63.14  TWh\n",
-      "Total Demand--2060:  82.1  TWh\n",
-      "Per Capita Demand--2020:  1385.09  kWh/cap/year\n",
-      "Per Capita Demand--2030:  2097.12  kWh/cap/year\n",
-      "Per Capita Demand--2040:  2230.1  kWh/cap/year\n",
-      "Per Capita Demand--2050:  2430.23  kWh/cap/year\n",
-      "Per Capita Demand--2060:  2746.72  kWh/cap/year\n",
+      "Total Demand--2020:  13.15  TWh\n",
+      "Total Demand--2030:  37.74  TWh\n",
+      "Total Demand--2040:  48.46  TWh\n",
+      "Total Demand--2050:  62.78  TWh\n",
+      "Total Demand--2060:  81.74  TWh\n",
+      "Per Capita Demand--2020:  1344.19  kWh/cap/year\n",
+      "Per Capita Demand--2030:  2060.99  kWh/cap/year\n",
+      "Per Capita Demand--2040:  2197.53  kWh/cap/year\n",
+      "Per Capita Demand--2050:  2403.96  kWh/cap/year\n",
+      "Per Capita Demand--2060:  2723.49  kWh/cap/year\n",
       "Population--2020: 19234648.0\n",
       "Population--2030: 24175461.0\n",
       "Population--2040: 29289410.0\n",
@@ -99,16 +99,16 @@
       "\n",
       "MLED Scenario processing into OnSSET input files for: ' improved_access '...\n",
       "Taken from file at:  onsset_replication\\mled\\onsset_clusters\\2_zambia_onsset_clusters_with_mled_loads_improved_access_tot_lat_d.gpkg\n",
-      "Total Demand--2020:  13.47  TWh\n",
-      "Total Demand--2030:  37.89  TWh\n",
-      "Total Demand--2040:  48.74  TWh\n",
-      "Total Demand--2050:  63.17  TWh\n",
-      "Total Demand--2060:  82.21  TWh\n",
-      "Per Capita Demand--2020:  1393.39  kWh/cap/year\n",
-      "Per Capita Demand--2030:  2081.45  kWh/cap/year\n",
-      "Per Capita Demand--2040:  2226.76  kWh/cap/year\n",
-      "Per Capita Demand--2050:  2439.76  kWh/cap/year\n",
-      "Per Capita Demand--2060:  2763.57  kWh/cap/year\n",
+      "Total Demand--2020:  13.19  TWh\n",
+      "Total Demand--2030:  37.8  TWh\n",
+      "Total Demand--2040:  48.57  TWh\n",
+      "Total Demand--2050:  63.0  TWh\n",
+      "Total Demand--2060:  82.04  TWh\n",
+      "Per Capita Demand--2020:  1352.72  kWh/cap/year\n",
+      "Per Capita Demand--2030:  2071.73  kWh/cap/year\n",
+      "Per Capita Demand--2040:  2211.65  kWh/cap/year\n",
+      "Per Capita Demand--2050:  2426.65  kWh/cap/year\n",
+      "Per Capita Demand--2060:  2751.99  kWh/cap/year\n",
       "Population--2020: 19234648.0\n",
       "Population--2030: 24175461.0\n",
       "Population--2040: 29289410.0\n",
@@ -123,16 +123,16 @@
       "\n",
       "MLED Scenario processing into OnSSET input files for: ' ambitious_development '...\n",
       "Taken from file at:  onsset_replication\\mled\\onsset_clusters\\3_zambia_onsset_clusters_with_mled_loads_ambitious_development_tot_lat_d.gpkg\n",
-      "Total Demand--2020:  13.5  TWh\n",
-      "Total Demand--2030:  38.17  TWh\n",
-      "Total Demand--2040:  48.98  TWh\n",
-      "Total Demand--2050:  63.37  TWh\n",
-      "Total Demand--2060:  82.46  TWh\n",
-      "Per Capita Demand--2020:  1398.57  kWh/cap/year\n",
-      "Per Capita Demand--2030:  2113.12  kWh/cap/year\n",
-      "Per Capita Demand--2040:  2250.68  kWh/cap/year\n",
-      "Per Capita Demand--2050:  2458.48  kWh/cap/year\n",
-      "Per Capita Demand--2060:  2785.37  kWh/cap/year\n",
+      "Total Demand--2020:  13.22  TWh\n",
+      "Total Demand--2030:  37.85  TWh\n",
+      "Total Demand--2040:  48.65  TWh\n",
+      "Total Demand--2050:  63.2  TWh\n",
+      "Total Demand--2060:  82.29  TWh\n",
+      "Per Capita Demand--2020:  1358.27  kWh/cap/year\n",
+      "Per Capita Demand--2030:  2078.93  kWh/cap/year\n",
+      "Per Capita Demand--2040:  2221.54  kWh/cap/year\n",
+      "Per Capita Demand--2050:  2446.28  kWh/cap/year\n",
+      "Per Capita Demand--2060:  2774.61  kWh/cap/year\n",
       "Population--2020: 19234648.0\n",
       "Population--2030: 24175461.0\n",
       "Population--2040: 29289410.0\n",
@@ -223,6 +223,22 @@
     "    scenario_number = scenario_number + 1\n",
     "    "
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2259112c-f0bb-4843-914c-46dccd7ca674",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e3cd8b20-2cb8-450a-8065-42b868cfcdbd",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {