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Merge pull request #17 from iiasa/onsset_updates
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Updated to include 9 scenarios (3x demand x 3 access rates)
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giacfalk authored Dec 27, 2023
2 parents 8040780 + 5bcbc55 commit 24090cd
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Showing 23 changed files with 26,435 additions and 3,358 deletions.
82 changes: 49 additions & 33 deletions onsset/MLED_extraction_to_OnSSET.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -29,7 +29,7 @@
},
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Expand All @@ -49,7 +49,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 4,
"id": "111491a1-23f4-4134-ba70-4168d904bd6d",
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Expand All @@ -61,7 +61,7 @@
},
{
"cell_type": "code",
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"execution_count": 5,
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Expand All @@ -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",
Expand All @@ -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",
Expand All @@ -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",
Expand Down Expand Up @@ -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": {
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