From f17072efa05281d1ab54e4e1f18c3971b484015f Mon Sep 17 00:00:00 2001 From: Niklas Baertl <utkql@student.kit.edu> Date: Tue, 17 Dec 2024 15:00:03 +0100 Subject: [PATCH] push --- .../Elektrische_Messverfahren.ipynb | 2 +- Kreisel/Kreisel_neu.ipynb | 2 +- .../Netzwerke_und_Leitungen_neu.ipynb | 100 +++++++++++++----- 3 files changed, 77 insertions(+), 27 deletions(-) diff --git a/Elektrische_Messverfahren/Elektrische_Messverfahren.ipynb b/Elektrische_Messverfahren/Elektrische_Messverfahren.ipynb index a0c3611..7d26db5 100644 --- a/Elektrische_Messverfahren/Elektrische_Messverfahren.ipynb +++ b/Elektrische_Messverfahren/Elektrische_Messverfahren.ipynb @@ -1434,7 +1434,7 @@ ], "metadata": { "kernelspec": { - "display_name": "cgda", + "display_name": "pua", "language": "python", "name": "python3" }, diff --git a/Kreisel/Kreisel_neu.ipynb b/Kreisel/Kreisel_neu.ipynb index f89a2a0..e47d746 100644 --- a/Kreisel/Kreisel_neu.ipynb +++ b/Kreisel/Kreisel_neu.ipynb @@ -1152,7 +1152,7 @@ ], "metadata": { "kernelspec": { - "display_name": "cgda", + "display_name": "pua", "language": "python", "name": "python3" }, diff --git a/Netzwerke_und_Leitungen/Netzwerke_und_Leitungen_neu.ipynb b/Netzwerke_und_Leitungen/Netzwerke_und_Leitungen_neu.ipynb index b97084a..d244135 100644 --- a/Netzwerke_und_Leitungen/Netzwerke_und_Leitungen_neu.ipynb +++ b/Netzwerke_und_Leitungen/Netzwerke_und_Leitungen_neu.ipynb @@ -117,7 +117,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 86, "id": "f5261083", "metadata": {}, "outputs": [], @@ -201,7 +201,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 87, "id": "d9b2126d", "metadata": {}, "outputs": [ @@ -233,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 96, "id": "d6fe1583", "metadata": {}, "outputs": [ @@ -259,7 +259,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 1200x500 with 2 Axes>" ] @@ -271,12 +271,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "omega = [2.49364291e-07 2.49364291e+02] +- [1.0661173e-06 1.0661173e+03]\n" + "omega = [1.4068554e-08 7.0342770e+02] +- [5.88073624e-08 2.94036812e+03]\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 1200x500 with 2 Axes>" ] @@ -288,7 +288,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "omega = [1.02462574e-07 1.02462559e+02] +- [8.22225099e-15 8.22224977e-06]\n" + "omega = [1.44903877e-08 7.24520132e+02] +- [4.98639376e-15 2.49319055e-04]\n" ] } ], @@ -324,7 +324,7 @@ "\n", "w = np.linspace(160,1.6e6)\n", "\n", - "def model11(ω = freq, C=C, R=R):\n", + "def model11(ω = 2*np.pi*freq, C=C, R=R):\n", " return (1 / np.sqrt(1 + (1 / (ω**2 * C**2 * R**2))))\n", "\n", "# model11true = model11()\n", @@ -333,7 +333,7 @@ "\n", "\n", "\n", - "xy_data = kafe2.XYContainer(x_data=freq, y_data=μ)\n", + "xy_data = kafe2.XYContainer(x_data=2*np.pi*freq, y_data=μ)\n", "# xy_data.add_error(axis='x', err_val=0.1)\n", "xy_data.add_error(axis='y', err_val=stdv(uμ))\n", "lin_fit = kafe2.Fit(data=xy_data, model_function=model11)\n", @@ -351,8 +351,8 @@ "\n", "\n", "\n", - "def model11phase(w ,C=C, R=R):\n", - " return np.arctan(1/(w*C*R))\n", + "def model11phase(ω ,C=C, R=R):\n", + " return np.arctan(1/(ω*C*R))\n", "\n", "xy_data = kafe2.XYContainer(x_data=freq, y_data=Δφ)\n", "# xy_data.add_error(axis='x', err_val=0.1)\n", @@ -422,7 +422,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 89, "id": "9373732c", "metadata": {}, "outputs": [ @@ -448,7 +448,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 1200x500 with 2 Axes>" ] @@ -460,12 +460,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "omega = [7.78914483e-05 7.98725254e+03] +- [8.05153580e-03 8.25628875e+05]\n" + "omega = [7.78914482e-05 7.98725253e+03] +- [8.05158232e-03 8.25636558e+05]\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 1200x500 with 2 Axes>" ] @@ -477,7 +477,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "omega = [-1.88271176e-11 -8.57105349e-04] +- [1.60345191e-20 8.17455323e-13]\n" + "omega = [-1.93285806e-21 -5.54190669e-02] +- [nan nan]\n" ] } ], @@ -607,7 +607,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 90, "id": "3029c023", "metadata": {}, "outputs": [ @@ -622,7 +622,7 @@ } ], "source": [ - "X = np.array([-2, -1, -0.75, -0.25, 0, 0.25, 0.75])\n", + "X2 = np.array([-2, -1, -0.75, -0.25, 0, 0.25, 0.75])\n", "L = 96e-6 #H\n", "C = 2e-9 #F\n", "\n", @@ -631,14 +631,14 @@ "\n", "print(ν0)\n", "\n", - "ν = ν0 * 10**X\n", + "ν = ν0 * 10**X2\n", "\n", "print(ν)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 91, "id": "fb381a80", "metadata": {}, "outputs": [ @@ -679,12 +679,12 @@ "μ3 = CH23/CH13\n", "\n", "\n", - "plt.scatter(X,μ3, marker = 'x')\n", + "plt.scatter(X2,μ3, marker = 'x')\n", "plt.xlabel(\"Frequenz (Hz)\")\n", "plt.ylabel(\"μ\")\n", "plt.show()\n", "\n", - "plt.scatter(X,φ3)\n", + "plt.scatter(X2,φ3)\n", "plt.show()" ] }, @@ -756,7 +756,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 92, "id": "c961a052", "metadata": {}, "outputs": [], @@ -822,7 +822,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 93, "id": "400d15f1", "metadata": {}, "outputs": [ @@ -893,6 +893,56 @@ "plt.show()\n" ] }, + { + "cell_type": "code", + "execution_count": 94, + "id": "12fc06fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: the cost function has been evaluated as infinite. The fit might not converge correctly.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/35/ydjplx_d1qjf8xhmyt0b11tw0000gp/T/ipykernel_67276/1767977946.py:2: RuntimeWarning: invalid value encountered in arcsin\n", + " return φ022 * np.arcsin(ν22/ν_022)\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def auf22(φ022,ν22,ν_022):\n", + " return φ022 * np.arcsin(ν22/ν_022)\n", + "\n", + "xy_data = kafe2.XYContainer(x_data=df22['Frequenz angelegt (kHz)'], y_data=φ4)\n", + "xy_data.add_error(axis='y', err_val=0.15)\n", + "xy_data.add_error(axis='x', err_val=0.5)\n", + "\n", + "lin_fit = kafe2.Fit(data=xy_data, model_function=auf22)\n", + "lin_fit.do_fit()\n", + "\n", + "p = kafe2.Plot(lin_fit)\n", + "p.x_label = 'Frequenz (kHz)'\n", + "p.y_label = 'Phaseshift (rad)'\n", + "p.plot()\n", + "p.show()" + ] + }, { "cell_type": "markdown", "id": "6a8930ff-5dd7-41f2-8472-bf996a795b7f", @@ -957,7 +1007,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 95, "id": "962f0aa1", "metadata": {}, "outputs": [], -- GitLab