From 417343340032e7ed579b94b23173524a5baaf11a Mon Sep 17 00:00:00 2001 From: Art Barnes Date: Fri, 23 Aug 2019 18:35:05 -0600 Subject: [PATCH] add geojson files also includes: * conversion script * qgis 3 project * README --- .gitignore | 1 + RTS_Data/FormattedData/GIS/README.md | 26 + RTS_Data/FormattedData/GIS/RTS-GMLC.qgs | 5762 +++++++++ RTS_Data/FormattedData/GIS/branch.geojson | 3845 ++++++ RTS_Data/FormattedData/GIS/bus.geojson | 1830 +++ RTS_Data/FormattedData/GIS/csv2geojson.py | 94 + RTS_Data/FormattedData/GIS/gen.geojson | 10907 ++++++++++++++++ RTS_Data/FormattedData/GIS/gen_conn.geojson | 11855 ++++++++++++++++++ 8 files changed, 34320 insertions(+) create mode 100644 RTS_Data/FormattedData/GIS/README.md create mode 100644 RTS_Data/FormattedData/GIS/RTS-GMLC.qgs create mode 100644 RTS_Data/FormattedData/GIS/branch.geojson create mode 100644 RTS_Data/FormattedData/GIS/bus.geojson create mode 100644 RTS_Data/FormattedData/GIS/csv2geojson.py create mode 100644 RTS_Data/FormattedData/GIS/gen.geojson create mode 100644 RTS_Data/FormattedData/GIS/gen_conn.geojson diff --git a/.gitignore b/.gitignore index 08e3cd8..8ba0d96 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,4 @@ .pyc .Rapp.history .Rhistory +*.qgs~ diff --git a/RTS_Data/FormattedData/GIS/README.md b/RTS_Data/FormattedData/GIS/README.md new file mode 100644 index 0000000..c4675da --- /dev/null +++ b/RTS_Data/FormattedData/GIS/README.md @@ -0,0 +1,26 @@ +# Workflow for Creating a QGIS Project from Source Files +This script converts the raw CSV files into a set of geojson files for visualization. +A QGIS 3 project file, RTS-GMLC.qgs is also included. + +## Requirements +This script requires Python 3.7 with the following packages +1. json +2. geojon +3. pandas +4. numpy + +## Running +The script is run from this subdirectory with no arguments: +`python csv2geojson.py` + +By default the script will add a random offset to each generator for ease of visualization. +To keep generators at their bus locations, change `d = 0.1` to `d = 0.0` + +## Outputs +This will produce a set of geojson files +1. bus.csv: Point layer with bus data +2. branch.csv: LineString layer with branch data +3. gen.csv: Point layer with generator data +4. gen_conn.csv: LineString layer with duplicate of generator data. + Connects generator locations to their repspective buses. + diff --git a/RTS_Data/FormattedData/GIS/RTS-GMLC.qgs b/RTS_Data/FormattedData/GIS/RTS-GMLC.qgs new file mode 100644 index 0000000..08daf32 --- /dev/null +++ b/RTS_Data/FormattedData/GIS/RTS-GMLC.qgs @@ -0,0 +1,5762 @@ + + + + + + + + + + +proj=longlat +datum=WGS84 +no_defs + 3452 + 4326 + EPSG:4326 + WGS 84 + longlat + WGS84 + true + + + + + + + + + + + + + + + + + + bus_e40dec5d_e61d_4819_916d_169b69305802 + branch_0ea9432e_23ec_48ce_b509_d9be16574c88 + gen_83b44432_667a_4ed1_a90f_69ea6bb38071 + gen_conn_db73f8e8_d283_497d_8e62_46a0f992875e + + + + + + + + + + + + + degrees + + -119.06263449640260887 + 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1.05, + "V Angle": 8.62112, + "MW Shunt G": 0.0, + "MVAR Shunt B": 0.0, + "Area": 3, + "Sub Area": 32.0, + "Zone": 35.0 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -118.034816846, + 35.2065818224 + ] + }, + "properties": { + "Bus ID": 324, + "Bus Name": "Curie", + "BaseKV": 230.0, + "Bus Type": "PQ", + "MW Load": 0.0, + "MVAR Load": 0.0, + "V Mag": 1.0104600000000001, + "V Angle": 1.30606, + "MW Shunt G": 0.0, + "MVAR Shunt B": 0.0, + "Area": 3, + "Sub Area": 32.0, + "Zone": 36.0 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -117.12897723299999, + 34.251891313499996 + ] + }, + "properties": { + "Bus ID": 325, + "Bus Name": "Curtiss", + "BaseKV": 230.0, + "Bus Type": "PQ", + "MW Load": 0.0, + "MVAR Load": 0.0, + "V Mag": 1.04986, + "V Angle": 8.993319999999999, + "MW Shunt G": 0.0, + "MVAR Shunt B": 0.0, + "Area": 3, + "Sub Area": 32.0, + "Zone": 35.0 + } + } + ] +} \ No newline at end of file diff --git a/RTS_Data/FormattedData/GIS/csv2geojson.py b/RTS_Data/FormattedData/GIS/csv2geojson.py new file mode 100644 index 0000000..d5f8035 --- /dev/null +++ b/RTS_Data/FormattedData/GIS/csv2geojson.py @@ -0,0 +1,94 @@ +import geojson, json, random +import pandas as pd +import numpy as np +from copy import deepcopy + + +bus_df = pd.read_csv('../../SourceData/bus.csv') +buses = list(bus_df.T.to_dict().values()) + +bus_features = [] + +bus_table = {} +gen_count = {} + +for x in buses: + bus_table[x['Bus ID']] = x + gen_count['Bus ID'] = 0 + + xy = x['lng'], x['lat'] + props = deepcopy(x) + props.pop('lng') + props.pop('lat') + geom = geojson.Point(xy) + f = geojson.Feature(geometry=geom, properties=props) + bus_features.append(f) + +bus_collect = geojson.FeatureCollection(features=bus_features) + +with open('../../FormattedData/GIS/bus.geojson', 'w') as io: + json.dump(bus_collect, io, indent=4) + + +##### Process branches ##### +branch_df = pd.read_csv('../../SourceData/branch.csv') +branches = list(branch_df.T.to_dict().values()) + +branch_features = [] + +for x in branches: + bf = bus_table[x['From Bus']] + bt = bus_table[x['To Bus']] + + pf = bf['lng'], bf['lat'] + pt = bt['lng'], bt['lat'] + xy = pf, pt + + geom = geojson.LineString(xy) + f = geojson.Feature(geometry=geom, properties=x) + branch_features.append(f) + +branch_collect = geojson.FeatureCollection(features=branch_features) + +with open('../../FormattedData/GIS/branch.geojson', 'w') as io: + json.dump(branch_collect, io, indent=4) + + + + +##### Process generators ##### +gen_df = pd.read_csv('../../SourceData/gen.csv') +gens = list(gen_df.T.to_dict().values()) + +gen_features = [] +gen_conn_features = [] +d = 0.1 + +for x in gens: + b = bus_table[x['Bus ID']] + theta = random.uniform(-np.pi, np.pi) + A = random.uniform(0,d) + dx = A*np.cos(theta) + dy = A*np.sin(theta) + + pg = b['lng'] + dx, b['lat'] + dy + geom = geojson.Point(pg) + f = geojson.Feature(geometry=geom, properties=x) + gen_features.append(f) + + pb = b['lng'], b['lat'] + xy = pb, pg + geom = geojson.LineString(xy) + f = geojson.Feature(geometry=geom, properties=x) + gen_conn_features.append(f) + +gen_collect = geojson.FeatureCollection(features=gen_features) +gen_conn_collect = geojson.FeatureCollection(features=gen_conn_features) + +with open('../../FormattedData/GIS/gen.geojson', 'w') as io: + json.dump(gen_collect, io, indent=4) + +with open('../../FormattedData/GIS/gen_conn.geojson', 'w') as io: + json.dump(gen_conn_collect, io, indent=4) + +# import ipdb; ipdb.set_trace() \ No newline at end of file diff --git a/RTS_Data/FormattedData/GIS/gen.geojson b/RTS_Data/FormattedData/GIS/gen.geojson new file mode 100644 index 0000000..8ed21ea --- /dev/null +++ b/RTS_Data/FormattedData/GIS/gen.geojson @@ -0,0 +1,10907 @@ +{ + "type": "FeatureCollection", + "features": [ + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -113.92509468445192, + 33.3947602939055 + ] + }, + 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"0.2", + "Emissions SO2 Lbs/MMBTU": "0.2", + "Emissions NOX Lbs/MMBTU": "0.5", + "Emissions Part Lbs/MMBTU": "0.036", + "Emissions CO2 Lbs/MMBTU": 160, + "Emissions CH4 Lbs/MMBTU": 0.002, + "Emissions N2O Lbs/MMBTU": 0.004, + "Emissions CO Lbs/MMBTU": 0.11, + "Emissions VOCs Lbs/MMBTU": 0.04, + "Damping Ratio": 0, + "Inertia MJ/MW": 2.8, + "Base MVA": 24, + "Transformer X p.u.": 0.13, + "Unit X p.u.": 0.32, + "Pump Load MW": 0, + "Storage Roundtrip Efficiency": 0 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -113.91842943627121, + 33.357557516037225 + ] + }, + "properties": { + "GEN UID": "101_CT_2", + "Bus ID": 101, + "Gen ID": 2, + "Unit Group": "U20", + "Unit Type": "CT", + "Category": "Oil CT", + "Fuel": "Oil", + "MW Inj": 8.0, + "MVAR Inj": 4.96, + "V Setpoint p.u.": 1.0468, + "PMax MW": 20.0, + "PMin MW": 8, + "QMax MVAR": 10, + "QMin MVAR": 0, + "Min Down Time Hr": 1.0, + "Min Up Time Hr": 1.0, + "Ramp Rate MW/Min": 3.0, + "Start Time 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