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pybop-team#282 Fix plotting_a_dataset example by installing latest …
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@arjxn-py
arjxn-py committed Jun 16, 2024
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Showing 1 changed file with 28 additions and 27 deletions.
55 changes: 28 additions & 27 deletions examples/notebooks/Getting Started/plotting_a_dataset.ipynb
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Original file line number Diff line number Diff line change
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"cells": [
{
"cell_type": "code",
"execution_count": 22,
"execution_count": 7,
"metadata": {},
"outputs": [
{
Expand All @@ -12,23 +12,16 @@
"Note: you may need to restart the kernel to use updated packages.\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"ERROR: file:///D:/Arjun/PyBOP/examples/notebooks/Getting%20Started does not appear to be a Python project: neither 'setup.py' nor 'pyproject.toml' found.\n"
]
}
],
"source": [
"%pip install --upgrade pip ipywidgets pybamm -q\n",
"%pip install pybop -q\n"
"%pip install git+https://github.com/pybop-team/PyBOP.git@develop -q"
]
},
{
"cell_type": "code",
"execution_count": 23,
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -40,21 +33,9 @@
},
{
"cell_type": "code",
"execution_count": 27,
"execution_count": 9,
"metadata": {},
"outputs": [
{
"ename": "AttributeError",
"evalue": "module 'pybop.models.lithium_ion' has no attribute 'DFN'",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn[27], line 4\u001b[0m\n\u001b[0;32m 2\u001b[0m parameter_set \u001b[38;5;241m=\u001b[39m pybop\u001b[38;5;241m.\u001b[39mParameterSet\u001b[38;5;241m.\u001b[39mpybamm(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mChen2020\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 3\u001b[0m parameter_set \u001b[38;5;241m=\u001b[39m pybamm\u001b[38;5;241m.\u001b[39mget_size_distribution_parameters(parameter_set)\n\u001b[1;32m----> 4\u001b[0m synth_model \u001b[38;5;241m=\u001b[39m \u001b[43mpybop\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlithium_ion\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mDFN\u001b[49m(\n\u001b[0;32m 5\u001b[0m parameter_set\u001b[38;5;241m=\u001b[39mparameter_set, options\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mparticle size\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdistribution\u001b[39m\u001b[38;5;124m\"\u001b[39m}\n\u001b[0;32m 6\u001b[0m )\n\u001b[0;32m 8\u001b[0m n_points \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m650\u001b[39m\n\u001b[0;32m 9\u001b[0m t_eval \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlinspace(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1600\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1000\u001b[39m, n_points)\n",
"\u001b[1;31mAttributeError\u001b[0m: module 'pybop.models.lithium_ion' has no attribute 'DFN'"
]
}
],
"outputs": [],
"source": [
"# Example synthetic data generation\n",
"parameter_set = pybop.ParameterSet.pybamm(\"Chen2020\")\n",
Expand All @@ -76,8 +57,28 @@
" }\n",
")\n",
"synth_model.build(dataset, init_soc=init_soc)\n",
"synth_model.signal = [\"Voltage [V]\"]\n",
"values = synth_model.simulate(t_eval=t_eval, inputs={})\n"
"synth_model.signal = [\"Voltage [V]\"]\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
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}
],
"source": [
"values = synth_model.predict(t_eval=t_eval)\n",
"dataset[\"Voltage [V]\"] = values[\"Voltage [V]\"].data\n",
"pybop.plot_dataset(dataset);"
]
}
],
Expand All @@ -97,7 +98,7 @@
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