Fix NOx and SO2 adjustments

notebooks/work_in_progress/noxso2.ipynb

@@ -0,0 +1,112 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import packages\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import os\n",
+    "import plotly.express as px\n",
+    "\n",
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "# # Tell python where to look for modules.\n",
+    "import sys\n",
+    "\n",
+    "sys.path.append(\"../../src/\")\n",
+    "\n",
+    "import oge.download_data as download_data\n",
+    "import oge.load_data as load_data\n",
+    "from oge.column_checks import get_dtypes\n",
+    "from oge.filepaths import *\n",
+    "import oge.impute_hourly_profiles as impute_hourly_profiles\n",
+    "import oge.data_cleaning as data_cleaning\n",
+    "import oge.output_data as output_data\n",
+    "import oge.emissions as emissions\n",
+    "import oge.validation as validation\n",
+    "import oge.gross_to_net_generation as gross_to_net_generation\n",
+    "import oge.eia930 as eia930\n",
+    "from oge.logging_util import get_logger, configure_root_logger\n",
+    "\n",
+    "configure_root_logger()\n",
+    "logger = get_logger(\"test\")\n",
+    "\n",
+    "\n",
+    "year = 2022\n",
+    "path_prefix = f\"{year}/\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# do we have boiler type data for nox calculations?\n",
+    "# EIA-923 emissions controls data: pre 2012\n",
+    "# do we have sulfur content data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Emission control data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for year in range(2005, 2018):\n",
+    "    download_data.download_raw_eia923(year)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "year = 2011\n",
+    "\n",
+    "controls = load_data.load_emissions_controls_eia923(year)\n",
+    "controls"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "open_grid_emissions",
+   "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": "3.11.4"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "b893a8d8fbb165be288531947168b3b06bdb1508177327a21c265e0400df3100"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}