diff --git a/.gitignore b/.gitignore index 68bc17f..d544d55 100644 --- a/.gitignore +++ b/.gitignore @@ -158,3 +158,7 @@ cython_debug/ # and can be added to the global gitignore or merged into this file. For a more nuclear # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ + +# data folders that are too large to keep with the reports +Electric_Retail_Service_Territories +Electric__Power_Transmission_Lines \ No newline at end of file diff --git a/README.md b/README.md index 90ae66d..5173a56 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,9 @@ A model of the Illinois electricity system built with PyPSA. * git * Either `conda` or `mamba` installed + +> [!WARNING] +> Running `conda update --all` may downgrade `pypsa` to 0.25.x to accomodate an update to `pyomo`. This will break the code. After running update, run `conda update pypsa` to fix. 1. Clone the repository diff --git a/data/README.md b/data/README.md index f403403..0def360 100644 --- a/data/README.md +++ b/data/README.md @@ -12,7 +12,7 @@ through the Homeland Infrastructure Foundation Level Database (HIFLD). Unfortunately, due to the size of the file, the data are not included in this repository. Data about the buses are imputed from the transmission line dataset. Users attempting to replicate this work should download -the data to the folder `pypsa-illinois/data/transmission-lines` and unzip. `pypsa-illinois` expects a shapefile dataset +the data to the folder `pypsa-illinois/data/transmission_lines` and unzip. `pypsa-illinois` expects a shapefile dataset called `pypsa-illinois/data/transmission_lines/Electric__Power_Transmission_Lines/Electric__Power_Transmission_Lines.shp`. #### [Download the data here](https://atlas.eia.gov/datasets/geoplatform::transmission-lines/about) @@ -22,8 +22,8 @@ called `pypsa-illinois/data/transmission_lines/Electric__Power_Transmission_Line The data for electric service territories is also availabe through EIA and HIFLD. Similar to the transmission line data, there is no method for extracting the data programmatically. Users attempting to replicate this work should download -the data to the folder `pypsa-illinois/data/service-territories` and unzip. `pypsa-illinois` expects a shapefile dataset -called `pypsa-illinois/data/transmission_lines/Electric__Power_Transmission_Lines/Electric__Power_Transmission_Lines.shp`. +the data to the folder `pypsa-illinois/data/spatial-data` and unzip. `pypsa-illinois` expects a shapefile dataset +called `pypsa-illinois/data/spatial-data/Electric_Retail_Service_Territories/Electric_Retail_Service_Territories.shp`. #### [Download the data here](https://atlas.eia.gov/datasets/geoplatform::electric-retail-service-territories-2/about) @@ -34,6 +34,8 @@ Solar and wind resource data are extracted from the National Solar Radiation Dat The data are extracted using functions in the file `functions/nrel_data_api.py`. These functions are deployed in the notebook `notebooks/nrel_data_download.ipynb`. +See comments on the function `make_csv_url` in `nrel_data_api.py` regarding the NREL API key, which is needed for this function to work. [These instructions (for Windows)](https://medium.com/analytics-vidhya/hide-your-secret-keys-with-conda-1d22e42b82ed) can be used to add an API key to the conda environment. + ### [NSRDB](https://nsrdb.nrel.gov/about/what-is-the-nsrdb) > The NSRDB (Sengupta et al., 2018) is a high temporal and spatial resolution dataset consisting of the three most widely used measurements of solar radiation—global horizontal, direct normal, and diffuse horizontal irradiance—as well as other meteorological data. The earlier versions of the NSRDB were modeled using cloud and weather information primarily collected at airports. An adequate number of locations and temporal and spatial scales were used to accurately represent regional solar radiation climates. More details on the NSRDB version history can be found here. The current NSRDB is modeled using the NREL’s Physical Solar Model (PSM) with inputs from multi-channel measurements obtained from the Geostationary Operational Environmental Satellite (GOES) of the National Oceanic and Atmospheric Administration (NOAA), the Interactive Multisensor Snow and Ice Mapping System (IMS) of the National Ice Center (NIC), and the Moderate Resolution Imaging Spectroradiometer (MODIS) and Modern Era Retrospective analysis for Research and Applications, version 2 (MERRA-2), of the National Aeronautics and Space Administration (NASA). The PSM is a two-step physical modeling process, in which cloud and aerosol properties are derived, collected and resampled in the initial step and then fed as inputs into a radiative transfer model, the Fast All-sky Radiation Model for Solar applications (FARMS) (Xie et al., 2016), in the subsequent step. Using the FARMS with Narrowband Irradiances for Tilted surfaces (FARMS-NIT) (Xie and Sengupta, 2018; Xie et al., 2018; Xie et al., 2019), the NSRDB can also provide users with spectral-on-demand irradiances based on their selection of time, location, and PV orientation. diff --git a/functions/nrel_data_api.py b/functions/nrel_data_api.py index 310830f..5c33443 100644 --- a/functions/nrel_data_api.py +++ b/functions/nrel_data_api.py @@ -10,12 +10,12 @@ nrel_api_key = os.environ.get('NREL_API_KEY') -personal_data = {'api_key':nrel_api_key, +"""personal_data = {'api_key':nrel_api_key, 'name':'Samuel+G+Dotson', 'reason':'Research', 'affiliation':'Union+of+Concerned+Scientists', 'email':'sdotson@ucsusa.org', - 'mailing_list':'false'} + 'mailing_list':'false'}""" parameters = {'lon':40.09, 'lat':-88.26, diff --git a/notebooks/illinois_model.ipynb b/notebooks/illinois_model.ipynb index d2ff470..b74b6fc 100644 --- a/notebooks/illinois_model.ipynb +++ b/notebooks/illinois_model.ipynb @@ -20,7 +20,7 @@ "source": [ "## Technology Data and Costs\n", "\n", - "As a first pass, we can use data curated by the PyPSA team for Europe in units of € (later, we can convert these to dollars or use data from NREL)." + "As a first pass, we can use data curated by the PyPSA team for Europe in units of €. Later, we can convert these to dollars or use data from NREL. The currency years will also need to be updated." ] }, { @@ -704,7 +704,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 4/4 [00:00" ] }, - "execution_count": 40, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, @@ -1043,7 +1035,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -1056,21 +1048,15 @@ "\n", "INFO:linopy.model: Solve problem using Highs solver\n", "INFO:linopy.io:Writing objective.\n", - "Writing constraints.: 100%|\u001b[38;2;128;191;255m██████████\u001b[0m| 5/5 [00:00<00:00, 26.36it/s]\n", - "Writing continuous variables.: 100%|\u001b[38;2;128;191;255m██████████\u001b[0m| 2/2 [00:00<00:00, 48.51it/s]\n", - "INFO:linopy.io: Writing time: 0.27s\n", - "INFO:linopy.solvers:Log file at C:\\Users\\sdotson\\AppData\\Local\\Temp\\highs.log.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ + "Writing constraints.: 100%|\u001b[38;2;128;191;255m██████████\u001b[0m| 5/5 [00:00<00:00, 28.16it/s]\n", + "Writing continuous variables.: 100%|\u001b[38;2;128;191;255m██████████\u001b[0m| 2/2 [00:00<00:00, 59.43it/s]\n", + "INFO:linopy.io: Writing time: 0.25s\n", + "INFO:linopy.solvers:Log file at C:\\Users\\sdotson\\AppData\\Local\\Temp\\highs.log.\n", "INFO:linopy.constants: Optimization successful: \n", "Status: ok\n", "Termination condition: optimal\n", - "Solution: 13146 primals, 30666 duals\n", - "Objective: 6.81e+09\n", + "Solution: 26292 primals, 56952 duals\n", + "Objective: 6.69e+09\n", "Solver model: available\n", "Solver message: optimal\n", "\n", @@ -1092,7 +1078,7 @@ "('ok', 'optimal')" ] }, - "execution_count": 41, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -1103,7 +1089,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -1142,14 +1128,14 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\sdotson\\AppData\\Local\\Temp\\ipykernel_20992\\1186705869.py:2: FutureWarning:\n", + "C:\\Users\\sdotson\\AppData\\Local\\Temp\\ipykernel_22384\\1186705869.py:2: FutureWarning:\n", "\n", "DataFrame.groupby with axis=1 is deprecated. Do `frame.T.groupby(...)` without axis instead.\n", "\n" @@ -1157,7 +1143,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -1198,5 +1184,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/notebooks/illinois_transmission_network.ipynb b/notebooks/illinois_transmission_network.ipynb index a8b8b1e..6374364 100644 --- a/notebooks/illinois_transmission_network.ipynb +++ b/notebooks/illinois_transmission_network.ipynb @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -27,20 +27,9 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\sdotson\\AppData\\Local\\miniforge3\\envs\\pypsa-illinois\\lib\\site-packages\\pyogrio\\geopandas.py:49: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_datetime without passing `errors` and catch exceptions explicitly instead\n", - " res = pd.to_datetime(ser, **datetime_kwargs)\n", - "c:\\Users\\sdotson\\AppData\\Local\\miniforge3\\envs\\pypsa-illinois\\lib\\site-packages\\pyogrio\\geopandas.py:49: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_datetime without passing `errors` and catch exceptions explicitly instead\n", - " res = pd.to_datetime(ser, **datetime_kwargs)\n" - ] - } - ], + "outputs": [], "source": [ "lines_gdf=gpd.read_file(\"../data/transmission_lines/Electric__Power_Transmission_Lines/Electric__Power_Transmission_Lines.shp\",\n", " bbox=bounding_box)" @@ -48,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -59,28 +48,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\sdotson\\AppData\\Local\\miniforge3\\envs\\pypsa-illinois\\lib\\site-packages\\pyogrio\\geopandas.py:49: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_datetime without passing `errors` and catch exceptions explicitly instead\n", - " res = pd.to_datetime(ser, **datetime_kwargs)\n", - "c:\\Users\\sdotson\\AppData\\Local\\miniforge3\\envs\\pypsa-illinois\\lib\\site-packages\\pyogrio\\geopandas.py:49: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_datetime without passing `errors` and catch exceptions explicitly instead\n", - " res = pd.to_datetime(ser, **datetime_kwargs)\n" - ] - } - ], + "outputs": [], "source": [ - "service_gdf = gpd.read_file(\"../../spatial-data/Electric_Retail_Service_Territories/Electric_Retail_Service_Territories.shp\",\n", + "service_gdf = gpd.read_file(\"../data/spatial-data/Electric_Retail_Service_Territories/Electric_Retail_Service_Territories.shp\",\n", " bbox=bounding_box)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -96,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -112,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -121,7 +99,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -130,23 +108,24 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "VOLTAGE\n", - "138.0 1414\n", - "69.0 1078\n", - "345.0 505\n", - "161.0 76\n", - "230.0 16\n", - "765.0 5\n", + " 138.0 1414\n", + " 69.0 1078\n", + " 345.0 505\n", + "-999999.0 488\n", + " 161.0 76\n", + " 230.0 16\n", + " 765.0 5\n", "Name: count, dtype: int64" ] }, - "execution_count": 17, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -157,7 +136,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -166,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -206,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -215,7 +194,7 @@ "653" ] }, - "execution_count": 21, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -226,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -235,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -244,7 +223,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -264,7 +243,7 @@ "Name: count, Length: 2929, dtype: int64" ] }, - "execution_count": 24, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -275,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -284,7 +263,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -293,7 +272,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -302,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -311,7 +290,7 @@ "0.001242742408066988" ] }, - "execution_count": 28, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -322,7 +301,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -331,7 +310,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -340,7 +319,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -531,7 +510,7 @@ "[2929 rows x 8 columns]" ] }, - "execution_count": 31, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -542,7 +521,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -552,7 +531,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -561,7 +540,7 @@ "-88.2350718" ] }, - "execution_count": 33, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -572,7 +551,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -581,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -594,9 +573,9 @@ ], "metadata": { "kernelspec": { - "display_name": "pypsa-illinois", + "display_name": "Python (pypsa-illinois)", "language": "python", - "name": "python3" + "name": "pypsa-illinois" }, "language_info": { "codemirror_mode": { @@ -612,5 +591,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/notebooks/nrel_data_download.ipynb b/notebooks/nrel_data_download.ipynb index 83945d1..86a07a2 100644 --- a/notebooks/nrel_data_download.ipynb +++ b/notebooks/nrel_data_download.ipynb @@ -31,8 +31,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 141 ms\n", - "Wall time: 1.49 s\n" + "CPU times: total: 250 ms\n", + "Wall time: 1.58 s\n" ] } ], @@ -50,8 +50,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 250 ms\n", - "Wall time: 246 ms\n" + "CPU times: total: 188 ms\n", + "Wall time: 200 ms\n" ] } ], @@ -86,15 +86,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: total: 516 ms\n", - "Wall time: 524 ms\n" + "CPU times: total: 469 ms\n", + "Wall time: 517 ms\n" ] } ], "source": [ "%%time\n", "bounding_box = None\n", - "service_gdf = gpd.read_file(\"../../spatial-data/Electric_Retail_Service_Territories/Electric_Retail_Service_Territories.shp\",\n", + "service_gdf = gpd.read_file(\"../data/Electric_Retail_Service_Territories/Electric_Retail_Service_Territories.shp\",\n", " bbox=bounding_box)" ] }, @@ -216,12 +216,33 @@ "cell_type": "code", "execution_count": 13, "metadata": {}, + "outputs": [], + "source": [ + "personal_data = {'api_key':nrel_api_key,\n", + " 'name':'Lee+Shaver',\n", + " 'reason':'Research',\n", + " 'affiliation':'Union+of+Concerned+Scientists',\n", + " 'email':'lshaver@ucsusa.org',\n", + " 'mailing_list':'false'}" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Processing MISO-Z4: 100%|██████████| 2/2 [00:04<00:00, 2.41s/it]\n" + "Processing ComEd: 0%| | 0/2 [00:00