{ "cells": [ { "cell_type": "markdown", "id": "a5b1c766", "metadata": {}, "source": [ "# Feeder ID Guide\n", "\n", "Feeder IDs connect each substation to the branches and nodes it serves. The `Grid.set_feeder_ids()` call populates the `feeder_branch_id` and `feeder_node_id` columns on every branch array plus `grid.node`, so it is the starting point for structure-aware processing that relies on the active graph." ] }, { "cell_type": "markdown", "id": "325e3455", "metadata": {}, "source": [ "## What Feeder IDs Mean\n", "\n", "- `feeder_branch_id` references the branch that leaves a substation (a node with `node_type==NodeType.SUBSTATION_NODE`) and feeds the component; every downstream branch that remains connected inherits the same feeder branch ID.\n", "- `feeder_node_id` is the substation node ID that ultimately supplies the component. Nodes and branches without a feeding substation (including the substations themselves) receive an empty id `-2147483648`.\n", "\n", "`Grid.set_feeder_ids()` resets any previous feeder columns, tags each branch touching a substation with `is_feeder`, temporarily removes all substations to find active components, and stamps every member of those components with the appropriate feeder IDs." ] }, { "cell_type": "code", "execution_count": null, "id": "f72e36eb", "metadata": {}, "outputs": [], "source": [ "from power_grid_model_ds import Grid\n", "\n", "grid = Grid.from_txt(\n", " \"S101 102 201\",\n", " \"102 103 202\",\n", " \"S101 104 203\",\n", " \"104 105 204\",\n", " \"103 105 205,open\",\n", ")\n", "\n", "grid.set_feeder_ids()" ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "b19c17c9", "metadata": {}, "source": [ "The created grid has the following structure\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "code", "execution_count": null, "id": "1f69abad", "metadata": {}, "outputs": [], "source": [ "print(\"Nodes\")\n", "for node in grid.node:\n", " node_id = node.id\n", " feeder_node = node.feeder_node_id\n", " feeder_branch = node.feeder_branch_id\n", " print(f\"node {node_id}: feeder_node_id={feeder_node}, feeder_branch_id={feeder_branch}\")\n", "print()\n", "print(\"Lines\")\n", "for line in grid.line:\n", " bid = line.id\n", " is_feeder = line.is_feeder\n", " from_node = line.from_node\n", " to_node = line.to_node\n", " feeder_branch = line.feeder_branch_id\n", " feeder_node = line.feeder_node_id\n", " print(\n", " f\"line {bid}: is_feeder={is_feeder}, from_node={from_node}, to_node={to_node}, \"\n", " f\"feeder_branch_id={feeder_branch}, feeder_node_id={feeder_node}\"\n", " )" ] }, { "cell_type": "markdown", "id": "a0a8d023", "metadata": {}, "source": [ "## Inspecting the Results\n", "\n", "After the calculation every branch and node that remains connected to substation 101 carries `feeder_node_id` 101. The branches that directly touch the substation will also set `feeder_branch_id` equal to their own `id`, and the downstream branches inherit that value. Branches or nodes that were deactivated or isolated still show and empty value, which makes it easy to filter them out before safety checks or radial-feed reports.\n", "Substation nodes themselves always have empty an `feeder_node_id` and `feeder_branch_id`.\n", "\n", "Because the feeder IDs are derived from the active graph, you can trust them to reflect any changes made by `make_active` or `make_inactive` once you rerun `Grid.set_feeder_ids()`.\n", "We now update the grid structure and recalculate the feeder ids." ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "7d743ac4", "metadata": {}, "source": [ "![image.png](attachment:image.png)" ] }, { "cell_type": "code", "execution_count": null, "id": "a925b7b8", "metadata": {}, "outputs": [], "source": [ "print(\"\\nDeactivate branch 203 and activate branch 205, then recompute feeder IDs\")\n", "grid.make_inactive(branch=grid.line.get(203))\n", "grid.make_active(branch=grid.line.get(205))\n", "grid.set_feeder_ids()\n", "\n", "print(\"Nodes after recomputation\")\n", "for node_id, feeder_node, feeder_branch in zip(\n", " grid.node.id, grid.node.feeder_node_id, grid.node.feeder_branch_id, strict=True\n", "):\n", " print(f\"node {node_id}: feeder_node_id={feeder_node}, feeder_branch_id={feeder_branch}\")\n", "\n", "print(\"\\nLines after recomputation\")\n", "for line_id, is_feeder, feeder_branch, feeder_node in zip(\n", " grid.line.id, grid.line.is_feeder, grid.line.feeder_branch_id, grid.line.feeder_node_id, strict=True\n", "):\n", " print(f\"line {line_id}: is_feeder={is_feeder}, feeder_branch_id={feeder_branch}, feeder_node_id={feeder_node}\")" ] }, { "cell_type": "markdown", "id": "68d03c17", "metadata": {}, "source": [ "## Best Practices\n", "\n", "- Run `Grid.set_feeder_ids()` whenever you add, remove, or change the activation status of branches or substations so the feeder metadata matches the current topology.\n", "- Use the `feeder_node_id` column to group or color nodes/branches by the feeding substation and to quickly find segments that lost their connection (they remain at `-2147483648`).\n", "- Recompute feeder IDs before serializing or exporting a grid so fixtures and downstream tools can rely on the latest feeder tree without needing to rerun the calculation." ] }, { "cell_type": "markdown", "id": "5b26ef14", "metadata": {}, "source": [ "## Edge case\n", "If a node lies in a connected path between two substation nodes, there is no unique `feeder_node_id` or `feeder_branch_id`. In this case one of the possible `feeder_node_id`/`feeder_branch_id` is picked and applied for all nodes in the path. \n", "So it is guarenteed that all nodes in the path have the same `feeder_node_id`/`feeder_branch_id`, eventhough there is no unique solution." ] }, { "cell_type": "code", "execution_count": null, "id": "1fe470aa", "metadata": {}, "outputs": [], "source": [ "grid = Grid.from_txt(\"S1 2 12\", \"2 3 23\", \"3 S4 34\")\n", "grid.set_feeder_ids()\n", "\n", "print(\"Nodes:\\n\", grid.node)\n", "print(\"\\nLines:\\n\", grid.line)" ] } ], "metadata": { "kernelspec": { "display_name": "power-grid-model-ds (3.13.9)", "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" } }, "nbformat": 4, "nbformat_minor": 5 }