From 1a5678cc3156d567bbd8cbbe80b3390aaefb05ac Mon Sep 17 00:00:00 2001 From: Gleb Lugovtsov Date: Fri, 29 Sep 2023 13:41:43 +0300 Subject: [PATCH] add coef plots --- .../{both-RAW-DATA.png => all-VAH-BOTH.png} | Bin .../hand-NORDGAME-FAULER.png | Bin 41839 -> 43755 bytes vaki-autoelectron-emission/hand-VAH.png | Bin 41290 -> 41679 bytes .../osc-NORDGAME-FAULER.png | Bin 79632 -> 75688 bytes vaki-autoelectron-emission/plots.ipynb | 279 ++++++++++++++++-- vaki-autoelectron-emission/separ-1-KOEF.png | Bin 0 -> 32693 bytes vaki-autoelectron-emission/separ-3-KOEF.png | Bin 0 -> 40898 bytes .../separ-NORDGAME-FAULER.png | Bin 0 -> 132667 bytes 8 files changed, 259 insertions(+), 20 deletions(-) rename vaki-autoelectron-emission/{both-RAW-DATA.png => all-VAH-BOTH.png} (100%) create mode 100644 vaki-autoelectron-emission/separ-1-KOEF.png create mode 100644 vaki-autoelectron-emission/separ-3-KOEF.png create mode 100644 vaki-autoelectron-emission/separ-NORDGAME-FAULER.png diff --git 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color=f\"C{num}\")\n", "\n", - "plt.xlabel(r\"$\\dfrac {10^3} U$\")\n", - "plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n", + "plt.xlabel(r\"$\\dfrac {10^3} U$, у.е.\")\n", + "plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\n", "\n", "plt.legend()\n", "plt.savefig(\"osc-NORDGAME-FAULER.png\")\n", @@ -279,7 +279,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "6b0c2a09-1033-43c5-baa4-02616c6bdb91", "metadata": {}, "outputs": [ @@ -318,8 +318,8 @@ "plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C2\", label=\"Ручные измерения\")\n", "plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C2\")\n", "\n", - "plt.xlabel(r\"$\\dfrac {10^3} U$\")\n", - "plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n", + "plt.xlabel(r\"$\\dfrac {10^3} U$, у.е.\")\n", + "plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\n", "\n", "plt.legend()\n", "plt.savefig(\"hand-NORDGAME-FAULER.png\")\n", @@ -336,13 +336,13 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "d668aa7a-0a40-475b-9876-698f4bc62c0a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -356,17 +356,17 @@ " x = 1e3 / line[\"Voltage\"]\n", " y = np.log(line[\"Current\"]) - 2 * np.log(line[\"Voltage\"])\n", " \n", - " plt.plot(x, y, ls=\"\", marker=\".\", markersize=3, color=f\"C{num}\", label=ex_name)\n", - " plt.plot(x, line_func(x, *(opt_arr[num])), lw=1, alpha=.5, color=f\"C{num}\")\n", + " plt.plot(x, y, ls=\"\", marker=\".\", markersize=4, color=f\"C{num}\", label=ex_name)\n", + " plt.plot(x, line_func(x, *(opt_arr[num])), lw=1, color=f\"C{num}\")\n", "else:\n", " x = 1e3 / volt_h\n", " y = np.log(curr_h) - 2 * np.log(volt_h)\n", "\n", - " plt.plot(x, y, ls=\"\", marker=\".\", markersize=2, color=f\"C2\", label=\"Ручные измерения\")\n", - " plt.plot(x, line_func(x, *(opt_arr[-1])), lw=1, alpha=.8, color=f\"C2\")\n", + " plt.plot(x, y, ls=\"\", marker=\".\", markersize=4, color=f\"C2\", label=\"Ручные измерения\")\n", + " plt.plot(x, line_func(x, *(opt_arr[-1])), lw=1, color=f\"C2\")\n", " \n", - "plt.xlabel(r\"$\\dfrac {10^3} U$\")\n", - "plt.ylabel(r\"$\\log \\dfrac I {U^2}$\")\n", + "plt.xlabel(r\"$\\dfrac {10^3} U$, у.е.\")\n", + "plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\n", "\n", "plt.legend()\n", "plt.savefig(\"osc-NORDGAME-FAULER.png\")\n", @@ -387,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 11, "id": "21ac3719-9a57-4f80-9858-fc3c018fb1ad", "metadata": {}, "outputs": [ @@ -395,8 +395,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "beta:\t6.21e-04\n", - "beta:\t8.69e-04\n" + "beta:\t6.21e-01\n", + "beta:\t8.69e-01\n", + "beta:\t5.71e-01\n" ] } ], @@ -407,9 +408,239 @@ " print(f\"beta:\\t{beta:.2e}\")" ] }, + { + "cell_type": "markdown", + "id": "d030c573-6440-4bcc-bab6-2887bd67624d", + "metadata": {}, + "source": [ + "# тоже самое, но для каждого файла в отдельности" + ] + }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 12, + "id": "9e61c01d-77b7-4984-b906-68f55031aed4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['RISING-1.csv',\n", + " 'RISING-2.csv',\n", + " 'RISING-3.csv',\n", + " 'RISING-4.csv',\n", + " 'RISING-5.csv',\n", + " 'BOTH-1.csv',\n", + " 'BOTH-2.csv',\n", + " 'BOTH-3.csv']" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "file_names = [f\"RISING-{i}.csv\" for i in range(1, 6)] + [f\"BOTH-{i}.csv\" for i in range(1, 4)]\n", + "file_names" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "cef56c78-13e9-435f-b84e-9549f195e647", + "metadata": {}, + "outputs": [], + "source": [ + "U_min = 900\n", + "R = 26.99e3 # Ом\n", + "\n", + "column_names = [\"Voltage\", \"Current\"]\n", + "dots_result = []\n", + "\n", + "for num, f_name in enumerate(file_names):\n", + " result = pd.DataFrame(columns=column_names)\n", + "\n", + " df = pd.read_csv(f_name, header = None)\n", + " df = df.loc[lambda x : x[4] > U_min]\n", + "\n", + " U = df[4] # В\n", + " U_cur = df[10]\n", + " I = U_cur / R # А\n", + "\n", + " result = pd.concat([result, pd.concat(dict(zip(column_names, [U, I])), axis=1)], ignore_index=True)\n", + " \n", + " result[\"Current\"] -= min(result[\"Current\"])\n", + " dots_result.append(result.groupby(\"Voltage\").mean().reset_index())" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ec61c33d-578b-45e4-9146-049724620a32", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: k= -15.31\tb= -11.32\n", + "1: k= -10.81\tb= -14.96\n", + "2: k= -15.25\tb= -11.58\n", + "3: k= -10.82\tb= -15.03\n", + "4: k= -7.69\tb= -17.53\n", + "5: k= -7.45\tb= -17.89\n", + "6: k= -7.95\tb= -17.49\n", + "7: k= -7.96\tb= -17.50\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "opt_arr = []\n", + "for num, (f_name, line) in enumerate(zip(file_names, dots_result)):\n", + " x = 1e3 / line[\"Voltage\"]\n", + " y = np.log(line[\"Current\"]) - 2 * np.log(line[\"Voltage\"])\n", + " \n", + " popt, pcov = curve_fit(line_func, x, y)\n", + " print(f\"{num}: k= {popt[0]:.2f}\\tb= {popt[1]:.2f}\")\n", + " opt_arr.append(popt)\n", + " \n", + " plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C{num}\", label=f_name)\n", + " plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C{num}\")\n", + "\n", + "plt.xlabel(r\"$\\dfrac {10^3} U$, у.е.\")\n", + "plt.ylabel(r\"$\\log \\dfrac I {U^2}$, у.е.\")\n", + "\n", + "plt.legend()\n", + "plt.savefig(\"separ-NORDGAME-FAULER.png\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "285e6509-6d8b-4235-8fc8-1134142e685d", + "metadata": {}, + "outputs": [], + "source": [ + "opt_arr = np.array(opt_arr)\n", + "k_arr = opt_arr.T[0]\n", + "b_arr = opt_arr.T[1]" + ] + }, + { + "cell_type": "markdown", + "id": "4b8623ef-91d3-455d-9093-8c2a60201356", + "metadata": {}, + "source": [ + "### Первый случай (b от ln -k)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "5af98fb6-4675-493e-aad6-19a8810a096a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "k= 8.97\tb= -36.05\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.log(-k_arr)\n", + "y = b_arr\n", + "\n", + "popt, pcov = curve_fit(line_func, x, y)\n", + "print(f\"k= {popt[0]:.2f}\\tb= {popt[1]:.2f}\")\n", + "\n", + "plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C0\", label=\"Коэффициенты прямой\")\n", + "plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C0\")\n", + "\n", + "plt.xlabel(r\"$b$, у.е.\")\n", + "plt.ylabel(r\"$\\log -k$, у.е.\")\n", + "\n", + "plt.legend()\n", + "plt.savefig(\"separ-1-KOEF.png\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "9591a07f-d002-4b3c-b329-cfc1823e5080", + "metadata": {}, + "source": [ + "### Третий случай (b + 2 * log(-k) от exp(-b / 2))" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "0202a50a-02d6-40dd-8d79-854d179273e4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "k= -0.00\tb= -6.90\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.exp(-b_arr / 2)\n", + "y = b_arr + 2 * np.log(-k_arr)\n", + "\n", + "popt, pcov = curve_fit(line_func, x, y)\n", + "print(f\"k= {popt[0]:.2f}\\tb= {popt[1]:.2f}\")\n", + "\n", + "plt.plot(x, y, ls=\"\", marker=\".\", markersize=5, color=f\"C0\", label=\"Коэффициенты прямой\")\n", + "plt.plot(x, line_func(x, *popt), lw=0.5, alpha=.5, color=f\"C0\")\n", + "\n", + "plt.xlabel(r\"$\\exp{-b / 2}$, у.е.\")\n", + "plt.ylabel(r\"$b + 2\\log{-k}$, у.е.\")\n", + "\n", + "plt.legend()\n", + "plt.savefig(\"separ-3-KOEF.png\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, "id": "8dfd4820-1065-4364-abe3-498825506a74", "metadata": {}, "outputs": [ @@ -449,9 +680,17 @@ "plt.ylabel(fr\"Сила тока, мкА\")\n", "# plt.yscale(\"log\")\n", "\n", - "plt.savefig(\"both-RAW-DATA.png\")\n", + "plt.savefig(\"all-VAH-BOTH.png\")\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8418865a-0381-4a73-986c-b13d75f23d64", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/vaki-autoelectron-emission/separ-1-KOEF.png b/vaki-autoelectron-emission/separ-1-KOEF.png new file mode 100644 index 0000000000000000000000000000000000000000..a19ee1adda8be91183aa4aa8cb01352d4e8928a0 GIT binary patch literal 32693 zcmb@uc|6qZ_dot>)h4tmp+qW6-Py^KM3N=RzC_8sWX(3F4XuihoeJ4^vW{+*B>OV< zNs@J_7%~jMbIrKl%jbT--`{_J_rqP9d2QEqo$H+Ed7kHa-P6)gVcxWN6NX{Ts%Mq7 zF>EalhOKVjupU0y8LsdV{*rP#qwjXn>6)9Txr-&HZtmu6@8o80W3k`E(#6%r$x%dD zLii8C{nl=7&aTqOjye3}0AVK=t7AQzHUz>&Haed*aK$jLKhgiI9Gl$bFwCDvRq2$@ zjTkb`&dq4fZ+IDZx$Ch|O-I1huA5G5t7Nv?i-oT`s^{6Fuh1L$GiUc2ZL2@O*D5Ks zs90s*yLWiJfLCN#XMJ?mbjH?%lb?=@gjIc$kEIfpTCsE8AFibATveBOr8{@kC%t!h zXB|jGUd3?mw3l_K|$(yf_7aLd-3s+LHfgvC_fCM zpNTy_@V8&g9|v(!J_%%xOf5}L6<9TLnRt&TIYz8OCyZQoBG8H&Vx(S{O_r+ZnR;1P z4{hM_ZX?n9NH#ZabdpcdFY9;B*7ls){3pG={hF-JFJ~vZ4ysbKmnj6>%a<>=(_CF$ 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