Calculations/Time-Series-Analyzer/Intensity_Noise_Analysis.ipynb

130 lines
142 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "6c616b70",
"metadata": {},
"outputs": [],
"source": [
"from Analyzer import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "96bd598e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Calculating power spectrum...\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\"\"\"Synthetic data to validate analysis\"\"\"\n",
"# # Generate time series data with values against time in seconds\n",
"# num_seconds = 10 # Total number of seconds\n",
"# time = np.arange(0, num_seconds, 1/30) # Create timestamp index\n",
"# voltage = np.sin(2*np.pi*4*time) + np.sin(2*np.pi*7*time) + np.random.randn(len(time))*0.2 # Generate 4 Hz and 7 Hz sine wave\n",
"# data = np.column_stack((time, voltage))\n",
"\n",
"\"\"\"Real data\"\"\" \n",
"\n",
"ac_filename_list = [\"20240807/AC Coupling/P1.0_M0_OOL\",\n",
" \"20240807/AC Coupling/P5.0_M1.1_OOL\",\n",
" \"20240807/AC Coupling/P6.0_M2.1_OOL\",\n",
" \"20240807/AC Coupling/P7.0_M3.0_OOL\"]\n",
"\n",
"dc_filename_list = [\"20240807/DC Coupling/P1.0_M0_OOL\",\n",
" \"20240807/DC Coupling/P5.0_M1.1_OOL\",\n",
" \"20240807/DC Coupling/P6.0_M2.1_OOL\",\n",
" \"20240807/DC Coupling/P7.0_M3.0_OOL\"]\n",
"\n",
"idx = 3\n",
"\n",
"filename = ac_filename_list[idx]\n",
"dir = str(globals()['_dh'][0]).replace('\\\\','/') + \"/Time-Series-Data/\"\n",
"filepath_data = dir + filename + \".csv\"\n",
"ac_data = extract_data(filepath_data)\n",
"\n",
"filename = dc_filename_list[idx]\n",
"dir = str(globals()['_dh'][0]).replace('\\\\','/') + \"/Time-Series-Data/\"\n",
"filepath_data = dir + filename + \".csv\"\n",
"dc_data = extract_data(filepath_data)\n",
"\n",
"# Extract the first and second columns from data_array\n",
"dc_voltages = dc_data[:, 1]\n",
"ac_time = ac_data[:, 0]\n",
"\n",
"processed_ac_data, Sxx_smooth = compute_psd(ac_data)\n",
"\n",
"dt = ac_time[1] - ac_time[0] # Sampling interval / time step\n",
"N = ac_time.shape[0] # Total number of data points\n",
"f_s = 1 / dt # Sampling frequency\n",
"delta_f = f_s/N; # Step size in frequency domain\n",
"\n",
"Skk, RIN_Sxx_smooth = compute_RIN(dc_voltages, delta_f, Sxx_smooth)\n",
"\n",
"# plot_psd(processed_ac_data, Sxx_smooth, filename.split('/')[-1])\n",
"\n",
"plot_rin(processed_ac_data, RIN_Sxx_smooth, filename.split('/')[-1])"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1db01efd",
"metadata": {},
"outputs": [],
"source": [
"plot_e_folding_time(processed_ac_data, Skk, 100, 1000, filename.split('/')[-1])"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3f19dbfa",
"metadata": {},
"outputs": [],
"source": [
"plot_e_folding_time(processed_ac_data, Skk, 1000, 5000, filename.split('/')[-1])"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}