From e2f231b11d770fba74eeabfdfcf9cc0ec7c74c12 Mon Sep 17 00:00:00 2001 From: fzhang-WZ <67087493+fzhang-WZ@users.noreply.github.com> Date: Mon, 14 Jul 2025 10:45:31 -0600 Subject: [PATCH 1/2] Update constants.py --- src/erad/constants.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/erad/constants.py b/src/erad/constants.py index 55f0c01..6f8a68c 100644 --- a/src/erad/constants.py +++ b/src/erad/constants.py @@ -23,5 +23,6 @@ ELEVATION_RASTER_FILE = "land_shallow_topo_west.tif" SMARTDS_VALID_YEARS = [2016, 2017, 2018] + SMARTDS_VALID_AREAS = ['SFO', 'GSO', 'AUS'] From 834ed52b349f3d33219d2b8f386b2ffb95b7ab8b Mon Sep 17 00:00:00 2001 From: fzhang-WZ <67087493+fzhang-WZ@users.noreply.github.com> Date: Mon, 14 Jul 2025 14:15:01 -0600 Subject: [PATCH 2/2] Create fragility_flood.ipynb --- src/erad/scenarios/fragility_flood.ipynb | 190 +++++++++++++++++++++++ 1 file changed, 190 insertions(+) create mode 100644 src/erad/scenarios/fragility_flood.ipynb diff --git a/src/erad/scenarios/fragility_flood.ipynb b/src/erad/scenarios/fragility_flood.ipynb new file mode 100644 index 0000000..8f1a3c6 --- /dev/null +++ b/src/erad/scenarios/fragility_flood.ipynb @@ -0,0 +1,190 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 33, + "id": "e52bfa99-8946-459e-8297-952f5e11c102", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from scipy.stats import norm\n", + "\n", + "# Define fragility parameters for distribution poles under flood event\n", + "pole_classes_flood = {\n", + " \"Class 7 - Wood\": {\"h_m\": 0.8, \"beta\": 0.38},\n", + " \"Class 6 - Wood\": {\"h_m\": 1.0, \"beta\": 0.36},\n", + " \"Class 5 - Wood\": {\"h_m\": 1.2, \"beta\": 0.35},\n", + " \"Class 4 - Wood\": {\"h_m\": 1.6, \"beta\": 0.32},\n", + " \"Class 3 - Wood\": {\"h_m\": 1.8, \"beta\": 0.30},\n", + " \"Class 2 - Wood\": {\"h_m\": 2.0, \"beta\": 0.28},\n", + " \"Class 1 - Wood\": {\"h_m\": 2.5, \"beta\": 0.25},\n", + " \"Class 1 - Concrete\": {\"h_m\": 3.0, \"beta\": 0.20},\n", + " \"Class 1 - Steel\": {\"h_m\": 3.2, \"beta\": 0.18},\n", + "}\n", + "\n", + "# Define water depth range (m)\n", + "flood_depths = np.linspace(0.1, 5.0, 500)\n", + "\n", + "# Plot fragility curves under flood hazard\n", + "plt.figure(figsize=(10, 6))\n", + "for label, params in pole_classes_flood.items():\n", + " h_m = params[\"h_m\"]\n", + " beta = params[\"beta\"]\n", + " fragility = norm.cdf((np.log(flood_depths) - np.log(h_m)) / beta)\n", + " plt.plot(flood_depths, fragility, label=label)\n", + "\n", + "plt.title(\"Fragility Curves for Distribution Poles under Flood Event\")\n", + "plt.xlabel(\"Flood Depth (m)\")\n", + "plt.ylabel(\"Failure Probability\")\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7eccd99e-be5a-4322-8b02-905ca559fc49", + "metadata": {}, + "outputs": [], + "source": [ + "##### Fragility curves from PNNL report\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "##### for pole (didn't justify pole class in the report)\n", + "def step_failure_probability_pole(h):\n", + " if h < 2:\n", + " return 0.0\n", + " elif h < 6: \n", + " return 0.01\n", + " else: \n", + " return 0.02\n", + " \n", + "# Vectorize for array input\n", + "vectorized_pf = np.vectorize(step_failure_probability_pole)\n", + "\n", + "# Example usage\n", + "h_values = np.linspace(0, 10, 11)\n", + "pf_values = vectorized_pf(h_values)\n", + "\n", + "\n", + "plt.figure(figsize=(8, 5))\n", + "plt.step(h_values, pf_values, where='post', label='Step Function')\n", + "plt.xlabel('Depth of Flood (Unit: ft)')\n", + "plt.ylabel('Failure Probability')\n", + "plt.ylim(0, 0.1)\n", + "plt.title('Stepwise Failure Probability Function for Poles')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "32be156c-a5c9-4acb-acfb-ae614560b731", + "metadata": {}, + "outputs": [], + "source": [ + "##### for substation\n", + "def linear_failure_probability_substation(h):\n", + " if h < 3:\n", + " return 0.02*h\n", + " elif h < 7: \n", + " return 0.01*h+0.03\n", + " elif h < 9:\n", + " return 0.015*h-0.005\n", + " else: \n", + " return 0.01*h+0.04\n", + " \n", + "# Vectorize for array input\n", + "vectorized_pf = np.vectorize(linear_failure_probability_substation)\n", + "\n", + "# Example usage\n", + "h_values = np.linspace(0, 10, 11)\n", + "pf_values = vectorized_pf(h_values)\n", + "\n", + "# Plot\n", + "plt.figure(figsize=(8, 5))\n", + "plt.plot(h_values, pf_values, label='Piecewise Linear Probability', color='blue')\n", + "plt.xlabel('Depth of Flood (Unit: ft)')\n", + "plt.ylabel('Failure Probability')\n", + "plt.ylim(0, 0.2)\n", + "plt.title('Piecewise Linear Failure Probability Function for Substations')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "538dbf66-3056-451f-94ec-a1f75bc64182", + "metadata": {}, + "outputs": [], + "source": [ + "##### for PV panel\n", + "def linear_failure_probability_PV(h):\n", + " if h < 8:\n", + " return 0.025*h\n", + " else: \n", + " return 0.05*h-0.2\n", + " \n", + "# Vectorize for array input\n", + "vectorized_pf = np.vectorize(linear_failure_probability_PV)\n", + "\n", + "# Example usage\n", + "h_values = np.linspace(0, 10, 11)\n", + "pf_values = vectorized_pf(h_values)\n", + "\n", + "plt.figure(figsize=(8, 5))\n", + "plt.plot(h_values, pf_values, label='Piecewise Linear Probability', color='blue')\n", + "plt.xlabel('Depth of Flood (Unit: ft)')\n", + "plt.ylabel('Failure Probability')\n", + "plt.ylim(0, 0.3)\n", + "plt.title('Piecewise Linear Failure Probability Function for PV Panels')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python (erad)", + "language": "python", + "name": "erad" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}