Merge pull request #374 from singularity-energy/greg/manual_tables

Update Energy Source Codes and Utility Name Map
singularity-energy · Jul 3, 2024 · 3c292af · 3c292af
2 parents 214247d + 0d235bd
commit 3c292af
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Showing 4 changed files with 1,104 additions and 19 deletions.
diff --git a/notebooks/manual_data/manually_update_OTH_fuel_code.ipynb b/notebooks/manual_data/manually_update_OTH_fuel_code.ipynb
@@ -29,12 +29,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "year = 2022\n",
-    "\n",
     "# load the fuel content data\n",
     "fuel_heat_content = load_data.load_pudl_table(\n",
-    "    \"denorm_generation_fuel_combined_eia923\",\n",
-    "    year,\n",
+    "    \"out_eia923__generation_fuel_combined\",\n",
+    "    year=2014,\n",
+    "    end_year=2022,\n",
     "    columns=[\n",
     "        \"plant_id_eia\",\n",
     "        \"report_date\",\n",
@@ -45,6 +44,8 @@
     ")\n",
     "fuel_heat_content = fuel_heat_content.replace([np.inf, -np.inf], np.nan)\n",
     "fuel_heat_content = fuel_heat_content.dropna()\n",
+    "fuel_heat_content = fuel_heat_content[fuel_heat_content[\"fuel_consumed_mmbtu\"] != 0]\n",
+    "fuel_heat_content = fuel_heat_content[fuel_heat_content[\"fuel_mmbtu_per_unit\"] != 0]\n",
     "fuel_heat_content"
    ]
   },
@@ -65,7 +66,7 @@
     "    .mean()\n",
     "    .reset_index()\n",
     ")\n",
-    "plants_with_oth = plants_with_oth[plants_with_oth[\"fuel_consumed_mmbtu\"] != 0]\n",
+    "\n",
     "plants_with_oth"
    ]
   },
@@ -99,11 +100,50 @@
     "    fuel_heat_content.sort_values(by=\"fuel_mmbtu_per_unit\"),\n",
     "    x=\"energy_source_code\",\n",
     "    y=\"fuel_mmbtu_per_unit\",\n",
-    "    title=f\"Range of heat contents for each fuel reported in {year}\",\n",
+    "    title=f\"Range of heat contents for each fuel\",\n",
+    "    width=1000,\n",
+    "    height=600,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plant_data = fuel_heat_content[\n",
+    "    (fuel_heat_content[\"plant_id_eia\"] == 10426)\n",
+    "    & (fuel_heat_content[\"energy_source_code\"] == \"OTH\")\n",
+    "]\n",
+    "plant_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "px.box(\n",
+    "    plant_data,\n",
+    "    x=\"energy_source_code\",\n",
+    "    y=\"fuel_mmbtu_per_unit\",\n",
+    "    title=f\"Range of heat contents for each fuel\",\n",
     "    width=1000,\n",
     "    height=600,\n",
     ")"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 1745 = OBS\n",
+    "# 10208 = DFO"
+   ]
   }
  ],
  "metadata": {