{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Foundation test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `load_test` method conducts a static load test consisting of consecutive load levels being applied to the foundation. Symmetric foundations only allow for vertical loads, while non-symmetric foundations can be subjected to shear and moment loads. The loads are applied at the surface level, except in [surface or partially embedded solid foundations](geometry.ipynb#Surface-foundations) where the load is applied at the top of the foundation slab. Positive load values imply:\n", "\n", "\"Load" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Symmetric models" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a [symmetric model](geometry.ipynb#Model-types) loads values are specified by an array, as only vertical loads are possible: " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from plxscripting.easy import *\n", "import padtest\n", "\n", "# start server\n", "password = \"nicFgr^TtsFm~h~M\"\n", "localhostport_input = 10000 \n", "localhostport_output = 10001\n", "s_i, g_i = new_server('localhost', localhostport_input, password=password) \n", "s_o, g_o = new_server('localhost', localhostport_output, password=password)\n", "\n", "# Geometry\n", "d = 2 # Foundation depth\n", "b = 3 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.SSolid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "\n", "# load test\n", "testid = 'test A'\n", "loads = [-60, 30, -60, 20]\n", "model.load_test(testid, loads)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `plot_test` method generates a figure with the load test. By default, the plot includes all [output locations](geometry.ipynb#Output-locations) and stages of the test:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test A')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test A', location=[0], phase=[0, 1], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`compression_positive` controls the sign of the vertical force axis. If `True` compression forces are plotted as positive. `pullout_positive` controls the sign of the displacement axis. If `True` then pull-out displacements are positive." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test A', location=[0], phase=[0, 1], legend=True,\n", " compression_positive=False, pullout_positive=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Non-symmetric model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a [non-symmetric model](geometry.ipynb#Model-types) loads values are specified as 3-element arrays, with their components being Fy, Fx and M. For example, a test consisting of first applying a vertical compressive load, and then a horizontal force and a moment while keeping the compressive force active, and finally removing the horizontal and compressive load is created by:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Geometry\n", "d = 2 # Foundation depth\n", "b = 3 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.Solid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "\n", "# load test\n", "testid = 'test A'\n", "loads = [[-100, 0, 0], # first stage, apply compressive load\n", " [-100, 40, 100], # second stage, apply horizontal load and moment\n", " [-100, 0, 0]] # Third stage, remove horizontal load and moment\n", "model.load_test(testid, loads)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Results are visualized with the `plot_test` method." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test A', location=0, legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The displacement and force components to plot are selected with the `force` and `displacement` arguments:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test A', location=0, force=['Fx', 'M'], displacement='ux', legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Failure test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `failure_test` method increases the applied load until the model ceases to converge. A first trial is done using the `load` value provided. If lack of convergence is not achieved, the load is incremented as `load = load_factor * load + load_increment`. The format in which loads are defined for [symmetric and non-symmetric](geometry.ipynb#Model-types) models is the same as in the [load test](#Load-test)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Symmetric model" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Geometry\n", "d = 2 # Foundation depth\n", "b = 3 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.SSolid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Failure test under compression:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "testid = 'failure - compression'\n", "load = -1600\n", "model.failure_test(testid, load)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('failure - compression', location=0, figsize=(6, 4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Failure test under pull-out:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "testid = 'failure - pullout'\n", "load = 1000\n", "model.failure_test(testid, load)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('failure - pullout', location=0, figsize=(6, 4),\n", " pullout_positive=True, compression_positive=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Non-symmetric model" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Geometry\n", "d = 2 # Foundation depth\n", "b = 3 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.Solid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "\n", "# failure test\n", "testid = 'failure'\n", "load=[-1600, 300, 1200]\n", "model.failure_test(testid, load)\n", "\n", "model.plot_test('failure', location=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Safety test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `safety_test` creates a safety calculation phase. The converged state from which the safety test starts is set with the [start phase](#Start-phase). Two types of tests are supported: incremental and target tests. In an incremental test the strength reduction factor $\\sum Msf$ is reduced until convergence fails. The reduction step is set with the `Msf` parameter. In a target test the reduction factor is reduced up to a certain target, the target value is set with the `SumMsf` parameter. Results can be visualized with the `plot_safety` method." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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POteCg70Mh67fwytzo7H2ZBKPPhGRZLA4EZHFyGQCBreoim3vt0RDf3fc1xbgww3n8faKk0hT8+gTEVk/SRSnW7duYciQIahatSocHR0RFBSEyZMnIy8vT+xoRPQcAr1dsG5EBCZ1DIFCLsP+K+lo/0001pxM5NEnIrJqkihOly9fhk6nw9KlS3Hx4kXMnTsX3333HT7++GOxoxHRc3p0w+A/3m+B+n5FR58+2hCLt5Zx7RMRWS9BL9Fv72bNmoUlS5bg5s2bBr9Go9FApVJBrVbDzc3NpHn0ej3UajVUKhUEQTDpvqkkztoyLDnnQp0ePx26idm7riKvQAcXpR0mvRqCN5r42/yfMd/PlsE5W4ZU52xMP5DEEacnUavV8PDwEDsGEZmAXCbgnZeCsH1MS4QFlEO2tgCfRF1A/5+OIymT130iIuthJ3aA53H9+nUsXLgQs2fPLnU7rVYLrVZb/Fij0QAoasSmPtD2aJ8SPYAnKZy1ZYgx50AvZ6x5pxlWHrmFWbuu4PD1DHSYF42PXglG/6YBkMmk8x2sofh+tgzO2TKkOmdj8op6qm7ixImYOXNmqdvExcUhJCSk+HFKSgpatWqFyMhI/Pjjj6W+dsqUKZg6depjzyckJJjlVF12djZcXFwkdXhSijhryxB7zol/PcSUP67jTHLRNzxhfm74rGM1BHg4WjyLOYk957KCc7YMqc5Zo9EgICDAoFN1ohan9PR0ZGRklLpNYGAgFAoFACA1NRWRkZFo1qwZVqxYAZms9DONTzri5Ofnh6ysLK5xkjDO2jKsYc46nR6/HEvAzB1X8DC/EEo7Gca2q46hLarCTi7ZlQYlWMOcywLO2TKkOmeNRgN3d3eDipOop+q8vb3h7e1t0LYpKSlo3bo1wsLCsHz58meWJgBQKpVQKpWPPS8Igln+QB/tV0pvFqnirC1D7DnL5QIGNa+KtjXL4+OoWBy8dg8zd1zBttjbmNmrLmpVMu03QGIRe85lBedsGVKcszFZJfEtW0pKCiIjI+Hv74/Zs2cjPT0dt2/fxu3bt8WORkQW4OfhhJ8HN8Gs3nXh5mCH2BQ1ui46hDm7rkBbUCh2PCIqQySxOHz37t24fv06rl+/Dl9f3xKfk9oCNCJ6PoIgoE8jP7QK9sbkzRex/cJtLNx7Hdsv3MbMXqEIC+BP2RKR+UniiNOgQYNKrNSX6qp9InpxPq4OWNI/DEvebAgvFyWu381G7++OYsqWi8jRFogdj4hsnCSKExHRv3UMrYg941uhT5gv9HpgxZFbaD83Gvsu3xU7GhHZMBYnIpIslZM9ZvWph1+GNIGfhyNSsh7i7RUnMfq3s0i/r332DoiIjMTiRESS17K6N3aOfQnvvBQImQD8fi4V7b45gLWnknhKn4hMisWJiGyCk8IOH79aE5tHtkDtSm5QP8zHh+vP480fj+PWvRyx4xGRjWBxIiKbEuqrwuaRzTGpYwgc7GU4cqPoti2L911HfqFO7HhEJHEsTkRkc+zkMgxvFYRdY1uhRTUvaAt0mLXzCrosPISziX+JHY+IJIzFiYhslr+nE34Z0gRz+tRDOSd7XL59Hz2XHMFnmy9Ak5svdjwikiAWJyKyaYIgoFeYL/4c3wq9GhZduuDnowloN+cAtsWmcfE4ERmFxYmIygRPFyXmvFYPq4Y2RVUvZ9y9r8V7v57BkJWnkPzXA7HjEZFEsDgRUZkSUc0L28e0xPttqsFeLmDv5bt4+Zto/BB9EwVcPE5Ez8DiRERljoO9HOPbB2P7mJZoUsUDD/ML8dW2OHRddBgxSVlixyMiK8biRERlVjUfV6x+pxlm9gqFytEel9I06PHtYS4eJ6KnYnEiojJNJhPQt7E/9kxohR4NKhcvHm875wB+P5fKxeNEVAKLExERAC8XJeb2rY9f/148nn5fi9G/ncXA5SeRkMErjxNRERYnIqJ/aP734vGx7apDIZch+mo62s+NxqK915BXwMXjRGUdixMR0b842Msxtl0N7BjbEs2reUJboMPsXVfx6oKDOHYzQ+x4RCQiFicioqcI9HbBf4c0xby+9eHlosD1u9l4/ftj+GDdOWRka8WOR0QiYHEiIiqFIAjo3qAy9oyPxBtN/QEA608no+03B7D6RCJ0Oi4eJypLWJyIiAygcrLHtB6h2PBuBEIquCLrQT4mboxFn6VHcfm2Rux4RGQhLE5EREYICyiHraNb4D+dasJJIcfphL/QacEhTNsWhxxtgdjxiMjMWJyIiIxkJ5dhaMtA/Dm+FV6pXQGFOj2+j76Jl785gF0Xb4sdj4jMiMWJiOg5VXJ3xHcDwrBsUCP4lnNEqjoX7/xyGkNXnuSNg4lsFIsTEdELahNSHrvHtcJ7kUGwkwn4M+4u2n1zAN/uv85rPxHZGBYnIiITcFTI8eErIUU3Dq7qgdx8Hb7ecQWdeO0nIpvC4kREZELVy7tizTvNMKdPPXg6K3Dt72s/jV8bg3u89hOR5LE4ERGZmCAI6BXmiz0TWuGNpv4QBGDjmRS0mb0fvx5P4LWfiCSMxYmIyEzcnRSY1iMUG9+NQK2KbtDkFuCTqAvoseQILqSoxY5HRM+BxYmIyMwa+JfDllHNMblLLbgo7XAuKQtdFx3ClC0XocnNFzseERmBxYmIyALs5DK83bwq9kxohc51K0KnB1YcuYV230Rj+6V06PU8fUckBSxOREQWVN7NAYveaIhfhjRBVS9npN/XYtKWqxjw0wncSM8WOx4RPQOLExGRCFpW98aOsS0x/uUaUNrJcPhGBjrOO4g5u64gN79Q7HhE9BQsTkREIlHayTG6TTVsGNoAkTW8kVeow8K91/Hy3APYe/mO2PGI6AlYnIiIRObr7oBlgxrhu/5hqKhyQFLmQwxecQrv/HwKKVkPxY5HRP/A4kREZAUEQcArdSrgz/GtMPylQNjJBOy6dAft5hzAkv03eOsWIivB4kREZEWclXaY9GpN/PF+SzSp4oGH+YWYueMyXl1wEEdv8NYtRGKTTHHq2rUr/P394eDggIoVK2LAgAFITU0VOxYRkVkEV3DFmuH/u3XL9bvZ6PfDMYxbE4O793PFjkdUZkmmOLVu3Rpr167FlStXsGHDBty4cQO9e/cWOxYRkdk8unXL3gmR6N+s6NYtUWdT0HbOAfx89BYKeesWIosT9BK96tqWLVvQvXt3aLVa2NvbG/QajUYDlUoFtVoNNzc3k+bR6/VQq9VQqVQQBMGk+6aSOGvL4Jwtw5g5n0vKwn82XUDs37drqVPZDV91D0U9P3cLJJU2vp8tQ6pzNqYfSOaI0z9lZmbi119/RUREhMGliYhI6ur5uWPTyOb4olttuDrY4UKKBt2/PYzPNl/grVuILMRO7ADG+Oijj7Bo0SI8ePAAzZo1w9atW0vdXqvVQqvVFj/WaDQAihqxqQ+0PdqnRA/gSQpnbRmcs2UYO2eZAPRvFoAOtStg2rY4bIpJxc9HE7D9wm182qkmOtetKKnv9C2F72fLkOqcjclr0Km6LVu2GB3i5ZdfhqOjY6nbTJw4ETNnzix1m7i4OISEhAAA7t27h8zMTCQkJGDq1KlQqVTYunXrU/+SmDJlCqZOnfrY8wkJCWY5VZednQ0XFxf+pWVmnLVlcM6W8aJzPnErC1/tuoGEzKIF482quOPjDoHwL1f6379lDd/PliHVOWs0GgQEBBh0qs6g4iSTGXdGTxAEXLt2DYGBgaVul56ejoyM0n+8NjAwEAqF4rHnk5OT4efnhyNHjiA8PPyJr33SESc/Pz9kZWVxjZOEcdaWwTlbhinmrC0oxNIDN7H47+s9KexkGBkZhOGtAqG0k5s4sTTx/WwZUp2zRqOBu7u7QcXJ4FN1t2/fho+Pj0Hburq6GrSdt7c3vL29DY1Qgk5XdDG4fxajf1MqlVAqlY89LwiCWf5AH+1XSm8WqeKsLYNztowXnbODvR3GtKuBbvUr49PNF3Dw2j3M/fMaNsek4svudRBRzcvEiaWJ72fLkOKcjclq0KGkgQMHPvO02z/179/fpEd0jh8/jkWLFiEmJgYJCQnYu3cv+vXrh6CgoKcebSIiKmuqeDnj58FNsLBfA3i7KnHzXg7e+PE4xq4+i/T7T/8mk4gMZ1BxWr58ucFHkQBgyZIl8PIy3Xc4Tk5O2LhxI9q2bYvg4GAMGTIEdevWxYEDB554RImIqKwSBAFd6lXCngmtMDA8AIIAbIpJRZs5+/ELr/1E9MIkex2n58HrONkGztoyOGfLMPeczydn4ZOo/137qa6vCl91D0Wor8rkv5c14/vZMqQ6Z2P6gdGXI8jNzcXChQuxb98+3L17t3it0SNnzpwxdpdERGQmdX2Lrv306/EEzNpxBeeT1ei2+BAGNAvAhA7BcHPgtfCIjGF0cRoyZAh27dqF3r17o0mTJpJqlEREZZFcJuCt8Cp4pXYFfPlHHLacS8XKownYduE2/tOpJrrWq8S/y4kMZHRx2rp1K7Zt24bmzZubIw8REZmJj5sDFvRrgNca+eHTzRcQfy8HY1bHYP3pZHzZvQ4CPJ3Fjkhk9Yy+5UrlypWNWihORETWpUV1L2wf0xLj2tWAwk6Gg9fuof3caCzedx35hbpn74CoDDO6OM2ZMwcfffQREhISzJGHiIgswMFejjHtqmPn2JcQEeQJbYEOs3ZeQecFh3A6IVPseERWy+ji1KhRI+Tm5iIwMBCurq7w8PAo8UFERNJR1csZvw5tim9eqwcPZwWu3LmPXkuO4pOoWKgf8sbBRP9m9Bqnfv36ISUlBdOmTUP58uW5oJCISOIEQUDPhr6IDPbB9G1xWHc6Gb8eT8SuS3cwuUstdArljYOJHjG6OB05cgRHjx5FvXr1zJGHiIhE4uGswKw+9dCzoS8+2RSLm+k5GLXqLNYHJ+OLbnXg5+EkdkQi0Rl9qi4kJAQPHz40RxYiIrIC4UGe2D6mJca2qw6FXIb9V9Lx8twD+HY/F48TGV2cZsyYgQkTJmD//v3IyMiARqMp8UFERNKntJNjbLsa2D62JZoFeiA3X4evd1xBpwUHceoWF49T2WX0LVdksqKu9e/z3Xq9HoIgoLCw0HTpTIy3XLENnLVlcM6WIYU56/V6bDyTgq+2xSEzJw8A0K+JHz56JQTuTgqR0xlGCnO2BVKds1lvubJv377nDkZERNIjCAJ6hfmiTYgPZmy/jDWnkvDbiSTsungH/+lcE93rV5bUP5JEL8Lo4tSqVStz5CAiIitXzlmBmb3roleYLz6JisW1u9kYt+bc31ceD0VVL155nGyf0Wucli9fjnXr1j32/Lp167By5UqThCIiIuvVpKoH/ni/Jf6vQzCUdjIcvp6BDvOisXDPNWgLrHe5BpEpGF2cpk+fDi8vr8ee9/HxwbRp00wSioiIrJvCToaRrath17iX0LK6F/IKdJiz+yo6LTiEE/FcPE62y+jilJiYiKpVqz72fEBAABITE00SioiIpCHA0xk/D26CBf0awMtFget3s/Ha0qP4aP15ZD3IEzsekckZXZx8fHxw/vz5x54/d+4cPD09TRKKiIikQxAEdK1XCXvGR6JfE38AwJpTSWg75wCizibDyB/eJrJqRhenfv364f3338e+fftQWFiIwsJC7N27F2PGjMHrr79ujoxERCQBKid7TO8ZivUjwlGjvAsycvIwbs059P/pOOLv5Ygdj8gkjC5OX3zxBZo2bYq2bdvC0dERjo6OaN++Pdq0acM1TkREhEZVPLB19JMXj+cV8MrjJG1GXwDzkWvXriEmJgaOjo4IDQ1FQECAqbOZHC+AaRs4a8vgnC3D1ueckJGD/2y6gIPX7gEAqvm4YFqPUDSp6mHRHLY+Z2sh1Tmb9QKYj1SvXh3Vq1d/3pcTEVEZ8Gjx+JZzqfhi66XixeOvN/bDxI7SufI40SMGnaobP348cnIMPz89adIkZGbyx1GJiKho8Xi3+pX/XjzuBwBYfbJo8fimsylcPE6SYlBxmj9/Ph48eGDwThcvXoysrKznzURERDaoaPF4XawbEY7qPkWLx8euicGAn07gFhePk0QYdKpOr9ejRo0aBp+vNOboFBERlS2NqxRdefyHgzexYM81HLp+D+3nRWNU62oY3ioQSju52BGJnsqg4rR8+XKjd1y+fHmjX0NERGXDoyuPdwqtiE83Fy0e/2b3VWyKScFX3UMRHsTrApJ1Mqg4DRw40Nw5iIioDKri9c/F43G4mZ6Dfj8cQ8+GlfHJqzXh6aIUOyJRCUZfx4mIiMiUihePT2iF/s38IQjAxjMpaPvNAaw5mQidjovHyXqwOBERkVVQOdrjy+6h2PBuBGpWdEPWg3x8tCEWfb8/iqt37osdjwgAixMREVmZhv7l8Puo5vjk1ZpwUshx8tZfeHX+QSzZfwOFPPpEImNxIiIiq2Mnl2HYS4HYPb4V2tUsjwKdHjN3XMabPx5DatZDseNRGWZ0cVq+fLlR13QiIiJ6XpXdHfHDW2H4ulddOCnkOHYzE6/Mi8bW86liR6MyyujiNHHiRFSoUAFDhgzBkSNHzJGJiIiomCAIeK2xH7a93xL1/NyhyS3AqFVnMWHtOWRrC8SOR2WM0cUpJSUFK1euxL179xAZGYmQkBDMnDkTt2/fNkc+IiIiAEWXLlg/Ihyj21SDTAA2nEnGq/MP4kziX2JHozLE6OJkZ2eHHj16YPPmzUhKSsKwYcPw66+/wt/fH127dsXmzZuh0+nMkZWIiMo4e7kME9oHY/U74ajs7ojEzAfo891RzP/zGgoK+W8Pmd8LLQ4vX748WrRogfDwcMhkMsTGxmLgwIEICgrC/v37TRSRiIiopCZVPbB9bEt0q18JhTo95v55FX2/P4akTK7BJfN6ruJ0584dzJ49G7Vr10ZkZCQ0Gg22bt2K+Ph4pKSk4LXXXjPb1ca1Wi3q168PQRAQExNjlt+DiIisn5uDPea/3gDz+taHq9IOpxP+Qsf5BxF1Nhl6PS9bQOZhdHHq0qUL/Pz8sGLFCgwbNgwpKSn47bff0K5dOwCAs7MzJkyYgKSkJJOHBYAPP/wQlSpVMsu+iYhIero3qIxtY1qiUUA5ZGsLMG7NOYxZHQP1w3yxo5ENMro4+fj44MCBA7hw4QLGjh0LDw+Px7bx9vZGfHy8SQL+0/bt27Fr1y7Mnj3b5PsmIiLp8vNwwup3mmHCyzUglwnYci4Vr84/iOM3M8SORjbG6OL0008/ITw8vNRtBEFAQEDAc4d6kjt37mDYsGH45Zdf4OTkZNJ9ExGR9NnJZRjdtjrWjwhHgKcTUrIe4vUfjuHrHZeRV8CF42Qadsa+4PPPPy/185999tlzh3kavV6PQYMGYcSIEWjUqBFu3bpl0Ou0Wi20Wm3xY41GU7w/U5//frRPnlc3P87aMjhny+CcTa++nzu2jm6BL7ZewtpTyfh2/w1EX0vH5x0DUd/NTex4Nk2q72dj8hpdnKKioko8zs/PR3x8POzs7BAUFGRUcZo4cSJmzpxZ6jZxcXHYtWsX7t+/j0mTJhmVdfr06Zg6depjz6vVarMUp+zsbABFR9zIfDhry+CcLYNzNp+P2wWgsa8zvthxAxdSNOi34hwmtNGgT4MKnLWZSPX9/OjAiiEEvQkahEajwaBBg9CjRw8MGDDA4Nelp6cjI6P088+BgYF47bXX8Pvvv5f4QygsLIRcLsebb76JlStXPvG1Tzri5Ofnh6ysLLiZ+LsOvV4PtVoNlUolqTeLFHHWlsE5WwbnbH631bn4YP05HL5e9O9Nm2BvzOhVF96uSpGT2R6pvp81Gg3c3d2hVquf2Q9MUpwAIDY2Fl26dDH4NJoxEhMTS7TB1NRUdOjQAevXr0fTpk3h6+tr0H40Gg1UKpVBgzGWVN8sUsRZWwbnbBmcs2UUFuqwZO9lLDiQgLwCHTydFfi6d120rVle7Gg2RarvZ2P6gdGn6p5GrVZDrVabancl+Pv7l3js4uICAAgKCjK4NBERUdklkwno37gS2tapjHFrzuHy7fsYsvIU3mzqj0861YSTwmT/HJKNM/qdsmDBghKP9Xo90tLS8Msvv6Bjx44mC0ZERGRqIRXcsGlkc8zeeQU/HorHr8cTcfRGBub2rY96fu5ixyMJMLo4zZ07t8RjmUwGb29vDBw40OjF28+rSpUqkluxT0RE1sHBXo7/dK6F1iE+mLD2HG7ey0GvJUcwpm11vBsZBDv5C92NjGyc0cXJHBe2JCIisrTm1bywY2xLfLLpAv44n4Y5u69i/9V0zH2tPvw9eb1AejLWaiIiKrPcnRRY1K8B5vat94/73UVj7akkntmgJ2JxIiKiMk0QBPRo4IttY1qiSRUP5OQV4sP15/Huf8/gr5w8seORlWFxIiIiQtH97n57pxk+fCUY9nIBOy7exqsLDuJEfKbY0ciKsDgRERH9TS4T8F5kNUS91xxVvZyRps7F698fxfw/r6FQx1N3xOJERET0mDqVVfh9dAv0bFgZOj0w98+reOOHY0hTPxQ7GomMxYmIiOgJXJR2+Oa1+pjbtx6cFXIcj8/Eq/MP4s9Ld8SORiJicSIiIipFjwa+2Pp+S9Sp7Ia/HuRj6M+nMPX3i9AWFIodjUTA4kRERPQMVb2cseHdCAxpURUAsPzwLfT89ghupmeLnIwsjcWJiIjIAEo7OT7tXAvLBjWCh7MCF1M16LzwEDacThY7GlkQixMREZER2oSUx/YxLREe6IkHeYWYsO4cxq2JQba2QOxoZAEsTkREREYq7+aA/w5tig/a14BcJiDqbAo6LziI2GS12NHIzFiciIiInoNcJmBUm+pY804zVFI54FbGA/Rcchg/HrzJ27XYMBYnIiKiF9Coige2jWmJDrXLI79Qjy//iMPIVWd46s5GsTgRERG9IHcnBb7rH4YvutWGvVzAttjb6LH4MH/qzgaxOBEREZmAIAgYEF4Fq98JR3k3Ja7dzUa3RYd5wUwbw+JERERkQmEB5fD76BZoXKUc7msLMPTnU/hm91XoeK87m8DiREREZGI+rg74dWgzDAwPAAAs2HMNQ38+BfXDfJGT0YticSIiIjIDhZ0MU7vVwZw+9aC0k2Hv5bvouugQrty+L3Y0egEsTkRERGbUK8wXG96NQGV3RyRkPED3xYex9Xyq2LHoObE4ERERmVmdyir8ProFmlfzxMP8QoxadRbTtsWhoFAndjQyEosTERGRBXg4K7Dy7SYY/lIgAOD76JsYuPwEMnPyRE5GxmBxIiIishA7uQyTXq2JRW80gJNCjsPXM9Bl4SHeqkVCWJyIiIgsrHPdSoh6rzmqeDohJeshen93BFFnk8WORQZgcSIiIhJBcAVXbB7VAm1CfKAt0GHcmnP4cuslrnuycixOREREIlE52uOHtxphZOsgAMCPh+Lx9oqTyHrAdU/WisWJiIhIRHKZgP/rEILFbzSEo70cB6/dQ9dFh3m9JyvF4kRERGQFOtWtiA3vRsC3nCMSMx+gx7eHsePCbbFj0b+wOBEREVmJWpXcsGVUC0QEeeJBXiFG/Pc0Fu+7Dr2e97mzFixOREREVsTDWYGfBzfBoIgqAIBZO6/gg3XnoS0oFDcYAWBxIiIisjp2chmmdK2NL7rXgVwmYMOZZAz4kRfLtAYsTkRERFZqQLMALBvUGK5KO5y4lYke3x7GjfRssWOVaSxOREREVqxVDW9seK9o0XhCxgP0WHwYR27cEztWmcXiREREZOVqlHfFppHN0dDfHZrcArz10wmsOZkodqwyicWJiIhIArxclFg1rBm61quEAp0eH22IxfRtcdDp+BN3liSZ4lSlShUIglDiY8aMGWLHIiIishgHeznmv14fY9pWBwAsjb6Jd389jQd5BSInKzskU5wA4PPPP0daWlrxx+jRo8WOREREZFGCIGDcyzUwr299KOQy7Lx4B68tPYo7mlyxo5UJkipOrq6uqFChQvGHs7Oz2JGIiIhE0b1BZawa1hQezgpcSNGg26LDuJCiFjuWzZNUcZoxYwY8PT3RoEEDzJo1CwUFPDRJRERlV6MqHtj0XnNU83HBbU0uXlt6FPuv3BU7lk2zEzuAod5//300bNgQHh4eOHLkCCZNmoS0tDR88803T32NVquFVqstfqzRaAAAer3e5Jevf7RPXhbf/Dhry+CcLYNztgxbnrOfhyM2jAjHe6vO4PD1DAxdeQozeoWiV0Nfi2eR6pyNySvoRfzqJk6ciJkzZ5a6TVxcHEJCQh57ftmyZRg+fDiys7OhVCqf+NopU6Zg6tSpjz2fkJAANze35wv9FHq9HtnZ2XBxcYEgCCbdN5XEWVsG52wZnLNllIU55xfqMHnbdWy7mA4AeL9VAN5uVtmiX69U56zRaBAQEAC1Wv3MfiBqcUpPT0dGRkap2wQGBkKhUDz2/MWLF1GnTh1cvnwZwcHBT3ztk444+fn5ISsryyzFSa1WQ6VSSerNIkWctWVwzpbBOVtGWZmzTqfHjB2X8cPBeADAwPAAfNq5FuQyy3zNUp2zRqOBu7u7QcVJ1FN13t7e8Pb2fq7XxsTEQCaTwcfH56nbKJXKJx6NenQ5A1P756USyLw4a8vgnC2Dc7aMsjBnuVzAJ51qobybA778Iw4rjybgXnYe5rxWDw72cotkkOKcjckqiTVOR48exfHjx9G6dWu4urri6NGjGDduHPr3749y5cqJHY+IiMiqDG0ZCB83B0xYG4M/YtNwL1uL799qBJWjvdjRJE8SP1WnVCqxevVqtGrVCrVr18ZXX32FcePG4fvvvxc7GhERkVXqWq8SVrzdBC5KOxyPz0TfpUdxW81rPb0oSRxxatiwIY4dOyZ2DCIiIklpXs0La4Y3w6DlJ3H59n30WnIEKwc3RjUfV7GjSZYkjjgRERHR86ldSYWN70agqpczUrIeoteSozidkCl2LMlicSIiIrJxfh5O2PBuBOr7uUP9MB9v/HAcuy/dETuWJLE4ERERlQEezgqsGtYUrYO9oS3QYfgvp7DhdLLYsSSHxYmIiKiMcFLY4Ye3GqF3mC90euCD9efw24lEsWNJCosTERFRGWInl+HrXnUxoFkA9Hpg0sZYrDxyS+xYksHiREREVMbIZAI+71YbQ1tUBQBM3nIRP0TfFDmVNLA4ERERlUGCIOCTTjUxsnUQAOCrbXFYtPeayKmsH4sTERFRGSUIAv6vQwgmvFwDADB711XM2XUFIt7G1uqxOBEREZVxo9tWx6SOIQCAhXuvY/r2yyxPT8HiRERERBjeKghTutQCAHwffRNTtlyETsfy9G8sTkRERAQAGNS8Kqb1CIUgACuPJuCTTbEsT//C4kRERETF3mjqj1m960EmAL+dSMIH68+hkOWpGIsTERERldA7zBfzXm8AuUzAxjMp+GDdOR55+huLExERET2ma71KWPxGQ9jJBESdTcGnmy9wwThYnIiIiOgpXqlTAXNeqwdBAH49nsiftgOLExEREZWiW/3KmNEzFEDRT9st2HNd5ETiYnEiIiKiUvVt7I/POhddqmDun1fx48Gye3sWFiciIiJ6psEtqhZfYfzLP+Lw24lEkROJg8WJiIiIDDKqTTUMbxUIAPg4KhabY1JETmR5LE5ERERkEEEQMPGVEAxoFgC9Hhi/9hx2XbwtdiyLYnEiIiIigwmCgKlda6Nnw8oo1OkxatVZHLyWLnYsi2FxIiIiIqPIZAK+7lUXHetUQF6hDu/8fBonb2WKHcsiWJyIiIjIaHZyGea/3gCtanjjYX4hBq84iet3s8WOZXYsTkRERPRcFHYyfNc/DI0CyuF+bgGGrDyFvx7kix3LrFiciIiI6Lk5KuRYOiAMfh6OSMx8gA+iLiOvQCd2LLNhcSIiIqIX4umixLKBjeGqtMPpJA3+s8l272vH4kREREQvrHp5Vyzs1wAyAVh3OhlLo23z6uIsTkRERGQSrYK98WG7ogtkztxxGTtt8BpPLE5ERERkMq+HVUT/Zv7Q64Gxq2NwIUUtdiSTYnEiIiIik5rcuRZaVvfCw/xCDPv5FO5qcsWOZDIsTkRERGRSdnIZFr3REEHezkhT52LYz6eQm18odiyTYHEiIiIik1M52mPZoMYo52SPc8lqTFh7Djqd9H/SjsWJiIiIzCLA0xnf9Q+DvVzAH7Fp+OGg9H/SjsWJiIiIzKZpoCemdK0NAJi18wrOJ2eJG+gFsTgRERGRWb3RxB8d61RAgU6P9387ixxtgdiRnpukitMff/yBpk2bwtHREeXKlUP37t3FjkRERETPIAgCZvSsi0oqB9zKeIDJWy6KHem5SaY4bdiwAQMGDMDbb7+Nc+fO4fDhw3jjjTfEjkVEREQGUDnZY97rRVcWX386GVvOpYod6bnYiR3AEAUFBRgzZgxmzZqFIUOGFD9fq1YtEVMRERGRMZpU9cCoNtWxYM81/CcqFuGBnvB2VYodyyiSOOJ05swZpKSkQCaToUGDBqhYsSI6duyICxcuiB2NiIiIjPB+m2oIrayCJrcA07bFiR3HaJI44nTzZtGPL06ZMgXffPMNqlSpgjlz5iAyMhJXr16Fh4fHE1+n1Wqh1WqLH2s0GgCAXq83+V2bH+3TVu8GbU04a8vgnC2Dc7YMztkyDJmzXCbgy+610f3bI4g6m4LeYZUREeRlwZSPM+Z9IWpxmjhxImbOnFnqNnFxcdDpdACATz75BL169QIALF++HL6+vli3bh2GDx/+xNdOnz4dU6dOfex5tVptluKUnZ0NoGgRHJkPZ20ZnLNlcM6WwTlbhqFzDnAV0LdBRaw+k4aPN57HusENoLAT7yTYowMrhhC1OE2YMAGDBg0qdZvAwECkpaUBKLmmSalUIjAwEImJiU997aRJkzB+/PjixxqNBn5+flCpVHBzc3ux8P/yqIipVCr+T2lmnLVlcM6WwTlbBudsGcbMeVKXOthzLRMJmblYfS4Do9tUs0TEJzLmPSFqcfL29oa3t/cztwsLC4NSqcSVK1fQokULAEB+fj5u3bqFgICAp75OqVRCqXx80ZkgCGb5H+fRfvk/pflx1pbBOVsG52wZnLNlGDpnlaMCn3auhfd/O4tF+66jR4PK8PNwslDKkox5T0hicbibmxtGjBiByZMnY9euXbhy5QreffddAECfPn1ETkdERETPo0vdiggP9ERegQ4ztl8WO45BJFGcAGDWrFl4/fXXMWDAADRu3BgJCQnYu3cvypUrJ3Y0IiIieg6CIOCzLrUgE4A/YtNw/GaG2JGeSTLFyd7eHrNnz8adO3eg0Wiwe/du1K5dW+xYRERE9AJqVnRDvyb+AICpv19Coc66f/JRMsWJiIiIbNP4l2vA1cEOl9I0WHcqSew4pWJxIiIiIlF5uigxtl0NAMDsXVdwPzdf5ERPx+JEREREonsrPABVvZxxLzsP3x24IXacp2JxIiIiItHZy2WY2DEEAPDjwXikZj0UOdGTsTgRERGRVWhfqzyaVPWAtkCHWTuviB3niViciIiIyCoIgoD/dKoJAIg6m4LYZLXIiR7H4kRERERWo66vO7rXrwQA+Hqn9V0Uk8WJiIiIrMqE9sGwkwk4eO0eTt7KFDtOCSxOREREZFX8PJzQp5EvAGDu7qsipymJxYmIiIiszsjW1WAvF3DkRgaOWdGtWFiciIiIyOr4lnNC38Z+AIBvrOioE4sTERERWaVHR51OxGfiZnq22HEAsDgRERGRlaqockRYQDkAwOEb1nG6jsWJiIiIrFZEkBcA4OiNeyInKcLiRERERFareTVPAMDRGxnQ6fQip2FxIiIiIitW19cdzgo5/nqQj0tpGrHjsDgRERGR9bKXy1Df3x0AWJyIiIiInsVeXlRXBJFzAICd2AGIiIiInuR+bj42nvnfzX4fFSgxsTgRERGRVdHr9fjuwE0s2nsNOXmFAAA3BzuE+qpETsbiRERERFZm6/k0zNxxGQAQ5O2Mt8KroGfDynB1sBc5GYsTERERWRl3p/8VpA3vRsDdSSFimpLEP1lIRERE9A91Kv3vlJydFaxr+ifrSkNERERlXvJfDwEA3q5KuCit6+QYixMRERFZlbzCogXhjvZykZM8jsWJiIiIrIpCXlSY8gp0Iid5HIsTERERWRWFXVE9ySu0vuJkXScOiYiIqMzzdFFgSIuqcHWwvppifYmIiIioTPNyUeLTzrXEjvFEPFVHREREZCAWJyIiIiIDsTgRERERGYjFiYiIiMhALE5EREREBmJxIiIiIjKQJIrT/v37IQjCEz9OnjwpdjwiIiIqIyRxHaeIiAikpaWVeO7TTz/Fnj170KhRI5FSERERUVkjieKkUChQoUKF4sf5+fnYvHkzRo8eDUEQRExGREREZYkkTtX925YtW5CRkYG3335b7ChERERUhkjiiNO//fTTT+jQoQN8fX1L3U6r1UKr1RY/1mg0AAC9Xg+9Xm/STI/2aer90uM4a8vgnC2Dc7YMztkypDpnY/KKWpwmTpyImTNnlrpNXFwcQkJCih8nJydj586dWLt27TP3P336dEydOvWx55OTk+Hq6mp84FLo9Xrk5ORAo9Hw9KGZcdaWwTlbBudsGZyzZUh1zvfv3wdgWIES9CLWwvT0dGRkZJS6TWBgIBQKRfHjL774AgsXLkRKSgrs7e1Lfe2/jzilpKSgVi3rvGkgERERiSspKemZZ7NELU7G0uv1CAoKQs+ePTF79myjX6/T6ZCamgpXV1eTN2GNRgM/Pz8kJSXBzc3NpPumkjhry+CcLYNztgzO2TKkOme9Xo/79++jUqVKkMlKX/4tqTVOe/fuRXx8PIYOHfpcr5fJZM9ski/Kzc1NUm8WKeOsLYNztgzO2TI4Z8uQ4pxVKpVB20nqp+p++uknRERElFjzRERERGQpkjritGrVKrEjEBERURkmqSNO1kypVGLy5MlQKpViR7F5nLVlcM6WwTlbBudsGWVhzpJaHE5EREQkJh5xIiIiIjIQixMRERGRgViciIiIiAzE4kRERERkIBYnE1m8eDGqVKkCBwcHNG3aFCdOnBA7ks2Jjo5Gly5dUKlSJQiCgE2bNokdyeZMnz4djRs3hqurK3x8fNC9e3dcuXJF7Fg2Z8mSJahbt27xRQLDw8Oxfft2sWPZvBkzZkAQBIwdO1bsKDZnypQpEAShxIetXnORxckE1qxZg/Hjx2Py5Mk4c+YM6tWrhw4dOuDu3btiR7MpOTk5qFevHhYvXix2FJt14MABjBw5EseOHcPu3buRn5+P9u3bIycnR+xoNsXX1xczZszA6dOncerUKbRp0wbdunXDxYsXxY5ms06ePImlS5eibt26YkexWbVr10ZaWlrxx6FDh8SOZBa8HIEJNG3aFI0bN8aiRYsAFN0Tz8/PD6NHj8bEiRNFTmebBEFAVFQUunfvLnYUm5aeng4fHx8cOHAAL730kthxbJqHhwdmzZqFIUOGiB3F5mRnZ6Nhw4b49ttv8eWXX6J+/fqYN2+e2LFsypQpU7Bp0ybExMSIHcXseMTpBeXl5eH06dNo165d8XMymQzt2rXD0aNHRUxG9OLUajWAon/UyTwKCwuxevVq5OTkIDw8XOw4NmnkyJHo1KlTib+nyfSuXbuGSpUqITAwEG+++SYSExPFjmQWkrrlijW6d+8eCgsLUb58+RLPly9fHpcvXxYpFdGL0+l0GDt2LJo3b446deqIHcfmxMbGIjw8HLm5uXBxcUFUVBRq1aoldiybs3r1apw5cwYnT54UO4pNa9q0KVasWIHg4GCkpaVh6tSpaNmyJS5cuABXV1ex45kUixMRPdHIkSNx4cIFm12nILbg4GDExMRArVZj/fr1GDhwIA4cOMDyZEJJSUkYM2YMdu/eDQcHB7Hj2LSOHTsW/7pu3bpo2rQpAgICsHbtWps7/czi9IK8vLwgl8tx586dEs/fuXMHFSpUECkV0YsZNWoUtm7diujoaPj6+oodxyYpFApUq1YNABAWFoaTJ09i/vz5WLp0qcjJbMfp06dx9+5dNGzYsPi5wsJCREdHY9GiRdBqtZDL5SImtF3u7u6oUaMGrl+/LnYUk+MapxekUCgQFhaGPXv2FD+n0+mwZ88erlcgydHr9Rg1ahSioqKwd+9eVK1aVexIZYZOp4NWqxU7hk1p27YtYmNjERMTU/zRqFEjvPnmm4iJiWFpMqPs7GzcuHEDFStWFDuKyfGIkwmMHz8eAwcORKNGjdCkSRPMmzcPOTk5ePvtt8WOZlOys7NLfPcSHx+PmJgYeHh4wN/fX8RktmPkyJFYtWoVNm/eDFdXV9y+fRsAoFKp4OjoKHI62zFp0iR07NgR/v7+uH//PlatWoX9+/dj586dYkezKa6uro+tz3N2doanpyfX7ZnYBx98gC5duiAgIACpqamYPHky5HI5+vXrJ3Y0k2NxMoG+ffsiPT0dn332GW7fvo369etjx44djy0Ypxdz6tQptG7duvjx+PHjAQADBw7EihUrREplW5YsWQIAiIyMLPH88uXLMWjQIMsHslF3797FW2+9hbS0NKhUKtStWxc7d+7Eyy+/LHY0oueSnJyMfv36ISMjA97e3mjRogWOHTsGb29vsaOZHK/jRERERGQgrnEiIiIiMhCLExEREZGBWJyIiIiIDMTiRERERGQgFiciIiIiA7E4ERERERmIxYmIiIjIQCxORERERAZicSIiIiIyEIsTEVmN2bNnQxAEgz9GjBghdmQiKmN4rzoishrOzs7Fv/b09IS7u3up2/v4+Jg5ERFRSbxXHRFZjYKCAvTu3RubN2+Gn58fDh06BH9/f7FjEREV46k6IrIadnZ2WLNmDdq1a4ekpCS0a9cOd+7csWgGvV6Pd955Bx4eHhAEATExMY9tExkZWXy68Emff2TQoEHF223atMlsmYnIcliciMiqKJVKbNq0CeHh4bh27Rrat2+Pv/76q9TXPCooT1rzNHLkSAiCgEGDBhn0++/YsQMrVqzA1q1bkZaWhjp16jxxu2HDhpX6eQCYP38+0tLSDPp9iUgaWJyIyOo4Oztj27ZtqFevHs6fP49XX30V2dnZpb7Gz88Pq1evxsOHD4ufy83NxapVq4w63Xfjxg1UrFgRERERqFChAuzsnrwU1MnJqdTPA4BKpUKFChUM/r2JyPqxOBGRVXJ3d8euXbsQHByMY8eOoVu3btBqtU/dvmHDhvDz88PGjRuLn9u4cSP8/f3RoEGDEtuuX78eoaGhcHR0hKenJ9q1a4ecnBwMGjQIo0ePRmJiIgRBQJUqVcz15RGRRLE4EZHV8vHxwe7duxEQEIC9e/eib9++KCgoeOr2gwcPxvLly4sfL1u2DG+//XaJbdLS0tCvXz8MHjwYcXFx2L9/P3r27Am9Xo/58+fj888/h6+vL9LS0nDy5EmzfW1EJE0sTkRk1fz8/PDnn3/C2dkZmzdvxoQJE566bf/+/XHo0CEkJCQgISEBhw8fRv/+/Utsk5aWhoKCAvTs2RNVqlRBaGgo3nvvPbi4uEClUsHV1RVyuRwVKlSAt7e3ub88IpIYXseJiKzehg0bkJOTA3d3dwwdOvSp23l7e6NTp05YsWIF9Ho9OnXqBC8vrxLb1KtXD23btkVoaCg6dOiA9u3bo3fv3ihXrpy5vwwisgE84kREVm3FihWYOHEiHBwcsGXLFoSGhpa6/eDBg7FixQqsXLkSgwcPfuzzcrkcu3fvxvbt21GrVi0sXLgQwcHBiI+PN9eXQEQ2hMWJiKzW1q1bMWzYMMjlcqxevRotW7Z85mteeeUV5OXlIT8/Hx06dHjiNoIgoHnz5pg6dSrOnj0LhUKBqKgoU8cnIhvEU3VEZJWOHDmC1157DQUFBfjxxx/RrVs3g14nl8sRFxdX/Ot/O378OPbs2YP27dvDx8cHx48fR3p6OmrWrGnS/ERkm1iciMjqXLp0CZ07d8bDhw8xbdo0DBkyxKjXu7m5lfq56OhozJs3DxqNBgEBAZgzZw46duz4orGJqAzgveqIyKokJSUhIiICycnJGDNmDObNmyd2pMdERkaifv36BmcTBAFRUVHo3r27WXMRkflxjRMRWY3MzEx06NABycnJ6NevH+bOnSt2pKf69ttv4eLigtjY2KduM2LECLi4uFgwFRGZG484EZHV6NOnD9avX2/w9sHBwbh8+bIZEz1ZSkpK8a1d/P39oVAonrjd3bt3odFoAAAVK1aEs7OzxTISkXlwjRMRWQ2FQoGgoCCDtw8ICDBjmqerXLmyQdv5+PjAx8fHzGmIyJJ4xImIiIjIQFzjRERERGQgFiciIiIiA7E4ERERERmIxYmIiIjIQCxORERERAZicSIiIiIyEIsTERERkYFYnIiIiIgMxOJEREREZCAWJyIiIiIDsTgRERERGej/AReMpksPBvATAAAAAElFTkSuQmCC", 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" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Geometry\n", "d = 2 # Foundation depth\n", "b = 3 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.SSolid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "\n", "# create a test to apply a load in the foundation\n", "test_id = 'dead load'\n", "load = -1600\n", "model.load_test(test_id, load)\n", "\n", "# incremental test\n", "test_id = 'safety incremental'\n", "start_from='dead load'\n", "model.safety_test(test_id, start_from, test='incremental', Msf=0.2)\n", "\n", "# plot resutls\n", "model.plot_safety_test('safety incremental', location=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a target test:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# target test\n", "test_id = 'safety target'\n", "start_from='dead load'\n", "model.safety_test(test_id, start_from, test='target', SumMsf=1.5)\n", "\n", "# plot resutls\n", "model.plot_safety_test('safety target', location=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dynamic load test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `dynamic_test` method applies a dynamic load to the model. The load is defined by a time array and an array with the force components at each instant. The force array has (ncomp, nt) elements, where ncomp is the number of force components and nt is the number of samples across time. In a [solid model](geometry.ipynb#Solid-foundations) only vertical \"Fy\" and horizontal \"Fx\" forces can be applied. In a plate model moments \"M\" can also be applied. The order in which the force components is specified in the force array is Fy, Fx and M. If only Fy is provided, the other components are assumed as 0.\n", "\n", "[Symmetric](geometry.ipynb#Model-types) models only admit vertical loads. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**WARNING**\n", "\n", "When starting Plaxis remember to configure the license to include *Plaxis 2D Dynamics\". Otherwise, dynamic loads cannot be applied. \n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Package import\n", "import numpy as np\n", "\n", "# Geometry\n", "d = 2 # Foundation depth\n", "b = 2 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "soil['RayleighDampingInputMethod'] = 'Direct'\n", "soil['RayleighAlpha'] = 0.57 # Rayleight damping alpha parameter\n", "soil['RayleighBeta'] = 0.2 # Rayleight damping beta parameter\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.Solid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "\n", "# dynamic test\n", "testid = 'dyn'\n", "time = np.arange(0, 3, 0.03)\n", "load = -10 * np.sin(2 * np.pi * time)\n", "model.dynamic_test(testid, time, load)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `plot_test` function can be used to show the load-displacement across time: " ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "testid = 'dyn'\n", "model.plot_test(testid, location=[-1, 0, 1], force='Fy')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `plot_dynamic_test` method shows the variation with time of the displacement and force components." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "testid = 'dyn'\n", "model.plot_dynamic_test(testid, location=[-1, 0, 1], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Displacement and force components are selected with the `displacement` and `force` arguments:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "testid = 'dyn'\n", "model.plot_dynamic_test(testid, displacement='uy', force='Fy',\n", " location=[-1, 0, 1], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Shake test" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `shake_test` method conducts a ground shaking test where a displacement time history is imposed on the base of the model. Base excitation of a model requires that interfaces are placed around the edges of the mesh. Although these interfaces are not activated, they increase the mesh density significantly, increasing the computation costs for all tests. Therefore, they are not included in the models by default and should be requested when creating a model by setting the `boundary_interface` parameter to `True`.\n", "\n", "The difference in meshing density can be appreciated below:\n", "\n", "\"Boundary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**WARNING**\n", "\n", "When starting Plaxis remember to configure the license to include *Plaxis 2D Dynamics\". Otherwise, dynamic boundary conditions cannot be applied. \n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Package import\n", "import numpy as np\n", "\n", "# Geometry\n", "d = 2 # Foundation depth\n", "b = 2 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "soil['RayleighDampingInputMethod'] = 'Direct'\n", "soil['RayleighAlpha'] = 0.57 # Rayleight damping alpha parameter\n", "soil['RayleighBeta'] = 0.2 # Rayleight damping beta parameter\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.Solid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete, boundary_interface=True)\n", "model.plot(figsize=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `shake_test` method requires as an input a discretization of the acceleration that will be imposed at the base. The discretization is given by a time array and an acceleration array with as many elements of the time array. If the acceleration array is one dimensional, it is assumed to be the horizontal acceleration. A 2-dimensional array of (2, nt) elements can be provided, where the first row is the horizontal acceleration and the second the vertical acceleration." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "testid='shake'\n", "time = np.arange(0, 3, 0.03)\n", "acceleration = 0.2 * np.sin(2 * np.pi * time)\n", "model.shake_test(testid, time, acceleration)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `plot_shake_test` method shows the variation with time of the foundation displacement and base acceleration." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "testid = 'shake'\n", "model.plot_shake_test(testid, location=[-1, 0, 1], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Displacement and acceleration components are selected with the `displacement` and `acceleration` arguments:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "testid = 'shake'\n", "model.plot_shake_test(testid, displacement='ux', acceleration='agx',\n", " location=[-1, 0, 1], legend=True)" ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true }, "source": [ "## Surface load" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "In all tests, the `qsurf` parameter imposes a uniformly distributed surface load. This load is applied in a separate phase before the rest of test is conducted. As with the loads acting on the foundation, compression is indicated by a negative value.\n", "\n", "The following example conducts the same load test with and without a surface load, and compares the results." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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w4cN6/PHH9dVXX+m+++4LYkogYwKJpqysTF1dXfr+++919913q66uTp999pl27NihpUuXBjElkDGBvHomSXV1dXr//feD+vVA1nAGCRgRDWBENIAR0QBGRAMYEQ1gRDSAEdEARkQDGBENYEQ0gBHRAEZEAxgRDWBENIAR0QBGRAMYEQ1gFNjHnX8OU98uFY/H+ZqiH/E8T4lEgmPzIz/1uEx9m2s632iW09FMfcdadXV1lleCy0UikbjkF1PmdDSlpaWSpGPHjvENmz8y9e2jfX19l/xyu8vJTz0uvu8rkUiooqLikmNzOpqph9fi4mJuGBcRDoc5NjP4Kccl3TtmngwDRkQDGOV0NK7rqr29Xa7rZnspOYdjM7NMHBfT/xoAIMcfaYBcRDSAEdEARkQDGBENYJTT0bz88stavHix5s+fr/r6en3++efZXlJWdXZ26te//rWKiooUjUbV0NCgQ4cOZXtZOefZZ5+V4zh67LHHAvn9ORvN9u3b1dLSovb2du3bt09Lly7V6tWrNTw8nO2lZc3HH3+spqYm/eMf/9CuXbt05swZ3XPPPRod5b+Ln7Jnzx5t3bpVt9xyS3CT+Dlq+fLlflNTU+r65OSkX1FR4Xd2dmZxVblleHjYl+R//PHH2V5KTkgkEv6SJUv8Xbt2+Xfeeae/YcOGQObJyUea8fFx7d27V6tWrUptC4VCWrVqlXbv3p3FleWWkZERST+8G/xy19TUpPvuu++C200QcvJdzsePH9fk5KTKy8sv2F5eXq6DBw9maVW5xfM8PfbYY/rNb36jm2++OdvLybq//vWv2rdvn/bs2RP4XDkZDS6tqalJBw4c0GeffZbtpWRdX1+fNmzYoF27dmn+/PmBz5eT0ZSVlWnevHkaGhq6YPvQ0JAWLVqUpVXljubmZv3973/XJ598osrKymwvJ+v27t2r4eFh3Xbbbaltk5OT+uSTT/TSSy8pmUxq3rx5P9t8OXlOk5+fr9raWnV3d6e2eZ6n7u5urVixIosryy7f99Xc3Kx33nlHPT09uvbaa7O9pJzw29/+Vl988YX279+futTV1emRRx7R/v37f9ZgpBx9pJGklpYWrVmzRnV1dVq+fLleeOEFjY6Oau3atdleWtY0NTXpL3/5i3bs2KGioiINDg5KOvuJw4KCgiyvLnuKioqmndctWLBACxcuDOR8L2ejefjhhxWLxfTUU09pcHBQy5YtU1dX17QXBy4nr7zyiiRp5cqVF2zftm2bGhsbM7+gyxSfpwGMcvKcBshlRAMYEQ1gRDSAEdEARkQDGBENYEQ0gBHRAEZEAxgRDWD0f/DM798dGo0HAAAAAElFTkSuQmCC", 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" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Geometry\n", "d = 2 # Foundation depth\n", "b = 2 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.SSolid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "model.plot(figsize=2)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "hidden": true }, "outputs": [], "source": [ "# load test without surface load\n", "testid = 'test w/o qsurf'\n", "loads = -600\n", "model.load_test(testid, loads)\n", "\n", "# load test with surface load\n", "testid = 'test w. qsurf'\n", "model.load_test(testid, loads, qsurf=-100)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test w/o qsurf', location=0, displacement='uy', force='Fy')" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test w. qsurf', location=0, \n", " displacement='uy', force='Fy', legend=True)" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "We can select to plot only the load phase to compare to the case without the surface load. By setting `reset_start` to `True` the plot starts from (0,0). As it can be seen, there is a significant difference in the load-displacement behavior." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.plot_test('test w. qsurf', location=0, \n", " displacement='uy', force='Fy',\n", " phase='test w. qsurf_stage_0', reset_start=True)" ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true }, "source": [ "## Start phase" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "By default, all tests types are conducted starting from the construction phase of the model. This can be changed with the `start_from` parameter. If a existing test id is provided, then the new test is performed after the last stage of the selected test." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "hidden": true }, "outputs": [], "source": [ "# Geometry\n", "d = 3 # Foundation depth\n", "b = 2 # Foundation width\n", "b1 = 0.5 # Foundation column width\n", "d1 = 0.5 # Foundation width\n", "\n", "# Mohr-Coulomb soil material\n", "soil = {}\n", "soil['SoilModel'] = 'mohr-coulomb'\n", "soil[\"DrainageType\"] = 'Drained'\n", "soil['gammaSat'] = 20 # kN/m3\n", "soil['gammaUnsat'] = 17 # kN/m3\n", "soil['e0'] = 0.2\n", "soil['Eref'] = 4e4 # kN\n", "soil['nu'] = 0.2\n", "soil['cref'] = 0 # kPa\n", "soil['phi'] = 35 # deg\n", "soil['psi'] = 0 # deg\n", "\n", "# elastic material for concrete\n", "concrete = {}\n", "concrete['SoilModel'] = 'linear elastic'\n", "concrete[\"DrainageType\"] = 0\n", "concrete['Eref'] = 30e6 # kPa\n", "concrete['nu'] = 0.4 #\n", "concrete['gammaSat'] = 20 # kN/m3\n", "concrete['gammaUnsat'] = 17 # kN/m3\n", "\n", "# build model\n", "model = padtest.SSolid(s_i, g_i, g_o, b, d, b1, d1, soil, concrete)\n", "\n", "# load test\n", "testid = 'test A'\n", "loads = [-60, 30, -40]\n", "model.load_test(testid, loads)" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "To start from the last phase of `'test A'`:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "hidden": true }, "outputs": [], "source": [ "# load test\n", "testid = 'test B'\n", "loads = [40]\n", "model.load_test(testid, loads, start_from='test A')" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "An specific stage of a test can be selected by providing a tuple with the test id and the stage number (starting from 0). For example, `'test A'` hast 3 stages, corresponding to the -60, +30, -40 load values. If the new test is to start from the +30 stage, then `start_from` should be set to `('test A', 1)`." ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "hidden": true }, "outputs": [], "source": [ "# load test\n", "testid = 'test C'\n", "loads = [40]\n", "model.load_test(testid, loads, start_from=('test A', 1))" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "Failure and safety test cannot be used as starting stages of a new test, since the model has ceased to converge." ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true }, "source": [ "## Delete test" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "The `delete_test` method removes tests from both the results table and Plaxis. If `delete_phases` is set to `False` the calculation phases in Plaxis are kept." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "hidden": true }, "outputs": [], "source": [ "model.delete_test('test C')" ] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "padtestenv", "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", "version": "3.7.16" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "301.4px" }, "toc_section_display": true, "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }