Substation Analysis Project

Description

This project focuses on analyzing and visualizing substations within a specified geographic area. It includes various scripts to filter, retrieve, and visualize substation data using different tools and libraries.

Methods

5. 04_visualize_dss_result.py

• Description: Visualizes the results of the DSS analysis on a map.
• Parameters:
  • georef_dss_path: Path to the georeferenced DSS file.
  • linked_dss_path: Path to the linked DSS file.
• Returns: HTML file with the map visualization.

6. 05_select_polygon.py

• Description: Selects a polygon from a shapefile and retrieves substation data within it.
• Parameters:
  • file_path: Path to the shapefile.
• Returns: Substation data within the selected polygon.

7. 90_substation_analysis_substation_tag_check.py

• Description: Analyzes substation tags by state.
• Parameters:
  • state: Name of the state.
• Returns: Analysis of substation tags.

8. 91_selected_tags_analysis.py

• Description: Analyzes selected substation tags by state.
• Parameters:
  • state: Name of the state.
  • selected_properties: List of selected properties to analyze.
• Returns: Analysis of selected substation tags.

9. 92_selected_substation_distribution.py

• Description: Analyzes the distribution of selected substation tags by state.
• Parameters:
  • state: Name of the state.
  • selected_properties: List of selected properties to analyze.
• Returns: Distribution analysis of selected substation tags.

10. 93_distinct_operator.py

• Description: Retrieves distinct operators from a CSV file and filters them.
• Parameters:
  • file_path: Path to the CSV file.
  • operators_to_exclude: Set of operators to exclude.
• Returns: Filtered list of distinct operators.

11. 101_convert_geojson_to_geopackage.py

• Description: Converts a GeoJSON file to a GeoPackage file.
• Parameters:
  • geojson_path: Path to the GeoJSON file.
• Returns: GeoPackage file.

12. 201_final.py

• Description: Builds a grid using a specified border ID.
• Parameters:
  • border_id: ID of the border.
• Returns: Grid data.

13. 202_final_flask.py

• Description: Flask application to build a grid using a specified border ID and optional GeoJSON data.
• Parameters:
  • border_id: ID of the border.
  • substation_coordinates: GeoDataFrame of substation coordinates.
  • building_geojson: GeoDataFrame of building data.
  • streets_geojson: GeoDataFrame of street data.
  • load_profiles: DataFrame of load profiles.
• Returns: JSON response with the grid data.

14. 202_osm.py

• Description: Finds substations within a specified border polygon using Overpass API.
• Parameters:
  • border_id: ID of the border.
• Returns: Substation data within the specified border polygon.

15. boarderid_200.py

• Description: Lists all layers in a GeoPackage file.
• Parameters:
  • gpkg_file: Path to the GeoPackage file.
• Returns: List of available layers.