{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# IEEE 14-Bus Verification\n", "\n", "Prepared by [Hantao Cui](https://cui.eecps.com). Last revised 23 May 2020. \n", "\n", "## Background\n", "\n", "Two line trip scenarios are used to verify ANDES simulation results with DSATools TSAT.\n", "\n", "Dynamic data is created to utilize the available models, including GENROU, TGOV1, IEEEG1, EXST2, EXDC2, ESST3A, IEEEST and ST2CUT. Test case data can be found at the end of the notebook.\n", "\n", "### Simulation Parameters\n", "\n", "Integretion method: Trapezidal Rule (ANDES and TSAT).\n", "\n", "Time step size: `1/120` sec. (Note: step size between `1/30` to `1/120` has little impact on the ANDES results. One can use `tstep=1/30` to obtain almost the same results.)\n", "\n", "Load conversion: static loads are converted to 100% constant impedances for both P and Q. \n", "\n", "TSAT automatic parameter correction is disabled.\n", "\n", "### Initialization\n", "\n", "Power flow solutions are identical across all the two software.\n", "\n", "GENROU initialization ($E_{FD}$, $E_{TERM}$, $P$, $Q$, $\\delta$, $I_d$ and $I_q$) is identical to that from **PSS/E** for all cases (with and without generator saturation). Note that $I_d$ and $I_q$ are in machine base in PSS/E but in system base in ANDES. \n", "\n", "GENROU initialization (including all the internal variables $E'_d$, $E'_q$, $\\psi_{kd}$, $\\psi_{kq}$, $\\psi''_d$, and $\\psi''_q$) is identical to that from [**OpenIPSL**](https://github.com/openipsl/openipsl).\n", "\n", "No controller limit violation occurs during initialization.\n", "\n", "### Conclusion\n", "\n", "IEEE 14-bus system simulation results from ANDES are identical to that from TSAT." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import andes\n", "import numpy as np\n", "from andes.utils.tsat import tsat_to_df, plot_comparison, run_cmp\n", "\n", "andes.config_logger(stream_level=30)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# load scenario 1 data\n", "omega_lt2 = tsat_to_df('omega_lt2s.xls')\n", "v_lt2 = tsat_to_df('v_lt2s.xls')\n", "\n", "# load scenario 2 data\n", "omega_gt = tsat_to_df('omega_gt.xls')\n", "v_gt = tsat_to_df('v_gt.xls')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scenario 1\n", "\n", "Line 1-2 trips at 1 sec. and reconnects after 2.0 sec. The reconnection delay is set to 2 seconds to trigger a large disturbance to the system to verify nonlinear models." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulation Setup" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ": Line.Line_1 status changed to 0.0 at t=1.0 sec. \n", ": Line.Line_1 status changed to 1.0 at t=3.0 sec. \n", "100%|████████████████████████████████| 100/100 [00:16<00:00, 6.15%/s]\n" ] } ], "source": [ "ss = run_cmp('ieee14.raw', dyr='ieee14.dyr', fault_line='Line_1',\n", " t1=1.0, t2=3.0, tstep=1/120)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scenario 1 Plots" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plot_comparison(ss, ss.GENROU.omega,\n", " omega_lt2, a=[0, 1],\n", " ylabel=\"Rotor Speed [Hz]\",\n", " tsat_header=[r'$\\omega$ TSAT 1', r'$\\omega$ TSAT 2'],\n", " scale=60, left=0, right=10)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plot_comparison(ss, ss.GENROU.v,\n", " v_lt2, a=[0, 1],\n", " ylabel=\"Terminal Voltage [pu]\",\n", " tsat_header=['V TSAT 1', 'V TSAT 2'],\n", " left=0, right=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scenario 2\n", "\n", "Line 7-8 trips at 1 sec. and reconnects after 0.1 sec. The line is an equivalent branch of the three-winding transformer. Tripping 7-8 will isolate Bus 8." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulation Setup" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ": Line.Line_20 status changed to 0.0 at t=1.0 sec. \n", ": Line.Line_20 status changed to 1.0 at t=1.1 sec. \n", "100%|████████████████████████████████| 100/100 [00:12<00:00, 8.10%/s]\n" ] } ], "source": [ "ss2 = run_cmp('ieee14.raw', dyr='ieee14.dyr', fault_line='Line_20',\n", " t1=1.0, t2=1.1, tstep=1/120)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "idx Line_20\n", "u 1\n", "name Line_20\n", "bus1 8\n", "bus2 7\n", "Sn 100\n", "fn 60\n", "Vn1 69\n", "Vn2 138\n", "r 0\n", "x 0.17615\n", "b 0\n", "g 0\n", "b1 0\n", "g1 0\n", "b2 0\n", "g2 0\n", "trans 1\n", "tap 0.99677\n", "phi 0\n", "owner None\n", "xcoord None\n", "ycoord None\n", "Name: 19, dtype: object" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# line data\n", "ss2.Line.cache.df.iloc[19]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scenario 2 Plots" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tsat_omega_headers = [ss.TDS.plt._fname[i + 1] for i in ss.GENROU.omega.a]\n", "tsat_omega_headers = [i.replace('GENROU', 'TSAT') for i in tsat_omega_headers]\n", "\n", "fig2, ax2 = plot_comparison(ss2, ss2.GENROU.omega,\n", " omega_gt, a=[3, 4],\n", " ylabel=\"Rotor Speed [Hz]\",\n", " tsat_header=tsat_omega_headers,\n", " scale=60, left=0, right=10)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tsat_v_headers = [ss.TDS.plt._fname[i + 1 + ss.dae.n] for i in ss.GENROU.v.a]\n", "tsat_v_headers = [i.replace('Bus', 'TSAT') for i in tsat_v_headers]\n", "\n", "fig2, ax2 = plot_comparison(ss2, ss2.GENROU.v,\n", " v_gt, a=[3, 4],\n", " ylabel=\"Terminal Voltage [pu]\",\n", " tsat_header=tsat_v_headers,\n", " left=0, right=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Appendix\n", "\n", "IEEE 14-Bus System Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Power Flow Data (PSS/E RAW format)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0, 100.00, 32, 0, 1, 60.00 / PSS(R)E 32 RAW created by rawd32 SUN, MAY 17 2020 20:38\n", " IEEE 14 BUS TEST CASE\n", "DISTRIBUTED WITH ANDES (HTTPS://GITHUB.COM/CURENT/ANDES)\n", " 1,'BUS1 ', 69.0000,3, 1, 1, 1,1.03000, 0.0000\n", " 2,'BUS2 ', 69.0000,2, 1, 1, 1,1.01970, -1.6032\n", " 3,'BUS3 ', 69.0000,2, 1, 1, 1,1.00042, -3.4433\n", " 4,'BUS4 ', 69.0000,1, 1, 1, 1,0.99858, -4.2812\n", " 5,'BUS5 ', 69.0000,1, 1, 1, 1,1.00443, -3.6850\n", " 6,'BUS6 ', 138.0000,2, 2, 2, 2,0.99871, -6.3024\n", " 7,'BUS7 ', 138.0000,1, 2, 2, 2,1.00682, -4.8292\n", " 8,'BUS8 ', 69.0000,2, 2, 2, 2,1.01895, -1.3945\n", " 9,'BUS9 ', 138.0000,1, 2, 2, 2,1.00193, -7.3053\n", " 10,'BUS10 ', 138.0000,1, 2, 2, 2,0.99351, -7.4600\n", " 11,'BUS11 ', 138.0000,1, 2, 2, 2,0.99245, -7.0444\n", " 12,'BUS12 ', 138.0000,1, 2, 2, 2,0.98639, -7.3874\n", " 13,'BUS13 ', 138.0000,1, 2, 2, 2,0.98403, -7.6654\n", " 14,'BUS14 ', 138.0000,1, 2, 2, 2,0.99063, -9.5636\n", " 0 /End of Bus data, Begin Load data\n", " 2,'1 ',1, 1, 1, 21.700, 12.700, 0.000, 0.000, 0.000, 0.000, 1,1\n", " 3,'1 ',1, 1, 1, 50.000, 25.000, 0.000, 0.000, 0.000, 0.000, 1,1\n", " 4,'1 ',1, 1, 1, 47.800, 10.000, 0.000, 0.000, 0.000, 0.000, 1,1\n", " 5,'1 ',1, 1, 1, 7.600, 1.600, 0.000, 0.000, 0.000, 0.000, 1,1\n", " 6,'1 ',1, 2, 2, 15.000, 7.500, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 9,'1 ',1, 2, 2, 29.500, 16.600, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 10,'1 ',1, 2, 2, 9.000, 5.800, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 11,'1 ',1, 2, 2, 3.500, 1.800, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 12,'1 ',1, 2, 2, 6.100, 1.600, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 13,'1 ',1, 2, 2, 13.500, 5.800, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 14,'1 ',1, 2, 2, 20.000, 7.000, 0.000, 0.000, 0.000, 0.000, 2,1\n", " 0 /End of Load data, Begin Fixed shunt data\n", " 0 /End of Fixed shunt data, Begin Generator data\n", " 1,'1 ', 81.442, 1.962, 100.000, -50.000,1.03000, 0, 100.000, 0.00000E+0, 2.30000E-1, 0.00000E+0, 0.00000E+0,1.00000,1, 100.0, 200.000, 50.000, 1,1.0000\n", " 2,'1 ', 40.000, 15.000, 15.000, -40.000,1.03000, 0, 100.000, 0.00000E+0, 1.30000E-1, 0.00000E+0, 0.00000E+0,1.00000,1, 100.0, 50.000, 10.000, 1,1.0000\n", " 3,'1 ', 40.000, 15.000, 15.000, -10.000,1.01000, 0, 100.000, 0.00000E+0, 1.30000E-1, 0.00000E+0, 0.00000E+0,1.00000,1, 100.0, 50.000, 10.000, 1,1.0000\n", " 6,'1 ', 30.000, 10.000, 10.000, -6.000,1.03000, 0, 100.000, 0.00000E+0, 1.20000E-1, 0.00000E+0, 0.00000E+0,1.00000,1, 100.0, 50.000, 10.000, 1,1.0000\n", " 8,'1 ', 35.000, 10.000, 10.000, -6.000,1.03000, 0, 100.000, 0.00000E+0, 1.20000E-1, 0.00000E+0, 0.00000E+0,1.00000,1, 100.0, 50.000, 10.000, 1,1.0000\n", " 0 /End of Generator data, Begin Branch data\n", " 1, 2,'1 ', 1.93800E-2, 5.91700E-2, 0.05280, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 1, 5,'1 ', 5.40300E-2, 2.23040E-1, 0.04920, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 2, 3,'1 ', 4.69900E-2, 1.97970E-1, 0.04380, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 2, 4,'1 ', 5.81100E-2, 1.76320E-1, 0.03400, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 2, 5,'1 ', 5.69500E-2, 1.73880E-1, 0.03460, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 3, 4,'1 ', 6.70100E-2, 1.71030E-1, 0.01280, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 4, 5,'1 ', 1.33500E-2, 4.21100E-2, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 6, 11,'1 ', 9.49800E-2, 1.98900E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 6, 12,'1 ', 1.22910E-1, 2.55810E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 6, 13,'1 ', 6.61500E-2, 1.30270E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 7, 9,'1 ',-0.00000E+0, 1.10010E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 9, 10,'1 ', 3.18100E-2, 8.45000E-2, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 9, 14,'1 ', 1.27110E-1, 2.70380E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 10, 11,'1 ', 8.20500E-2, 1.92070E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 12, 13,'1 ', 2.20920E-1, 1.99880E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 13, 14,'1 ', 1.70930E-1, 3.48020E-1, 0.00000, 100.00, 100.00, 0.00, 0.00000, 0.00000, 0.00000, 0.00000,1,1, 0.00, 1,1.0000\n", " 0 /End of Branch data, Begin Transformer data\n", " 4, 7, 0,'1 ',1,1,1, 0.00000E+0, 0.00000E+0,2,' ',1, 1,1.0000\n", " 0.00000E+0, 2.09120E-1, 100.00\n", "0.99677, 0.000, 0.000, 20.00, 20.00, 0.00,-1, 0, 1.10000, 0.90000, 1.10000, 0.90000, 32, 0, 0.00000, 0.00000, 0.000\n", "1.00000, 0.000\n", " 4, 9, 0,'1 ',1,1,1, 0.00000E+0, 0.00000E+0,2,' ',1, 1,1.0000\n", " 0.00000E+0, 5.56180E-1, 100.00\n", "0.99677, 0.000, 0.000, 20.00, 20.00, 0.00,-1, 0, 1.10000, 0.90000, 1.10000, 0.90000, 32, 0, 0.00000, 0.00000, 0.000\n", "1.00000, 0.000\n", " 6, 5, 0,'1 ',1,1,1, 0.00000E+0, 0.00000E+0,1,' ',1, 1,1.0000\n", " 0.00000E+0, 2.52020E-1, 100.00\n", "0.99677, 0.000, 0.000, 50.00, 50.00, 0.00,-1, 0, 1.10000, 0.90000, 1.10000, 0.90000, 32, 0, 0.00000, 0.00000, 0.000\n", "1.00000, 0.000\n", " 8, 7, 0,'1 ',1,1,1, 0.00000E+0, 0.00000E+0,1,' ',1, 1,1.0000\n", " 0.00000E+0, 1.76150E-1, 100.00\n", "0.99677, 0.000, 0.000, 50.00, 50.00, 0.00,-1, 0, 1.10000, 0.90000, 1.10000, 0.90000, 32, 0, 0.00000, 0.00000, 0.000\n", "1.00000, 0.000\n", " 0 /End of Transformer data, Begin Area interchange data\n", " 1, 2, 0.000, 999.990,'AREA1 '\n", " 2, 0, 0.000, 10.000,'AREA2 '\n", " 0 /End of Area interchange data, Begin Two-terminal dc line data\n", " 0 /End of Two-terminal dc line data, Begin VSC dc line data\n", " 0 /End of VSC dc line data, Begin Impedance correction table data\n", " 0 /End of Impedance correction table data, Begin Multi-terminal dc line data\n", " 0 /End of Multi-terminal dc line data, Begin Multi-section line data\n", " 0 /End of Multi-section line data, Begin Zone data\n", " 1,'ZONE1 '\n", " 2,'ZONE2 '\n", " 0 /End of Zone data, Begin Inter-area transfer data\n", " 0 /End of Inter-area transfer data, Begin Owner data\n", " 1,'OWNER1 '\n", " 2,'OWNER2 '\n", " 0 /End of Owner data, Begin FACTS device data\n", " 0 /End of FACTS device data, Begin Switched shunt data\n", " 9,1,0,1,1.02500,0.96000, 0, 100.0,' ', 19.00, 3, 5.00, 1, 4.00\n", " 14,1,0,1,1.02500,0.96000, 0, 100.0,' ', 15.00, 3, 5.00\n", " 0 /End of Switched shunt data, Begin GNE device data\n", " 0 /End of GNE device data\n", "Q\n" ] } ], "source": [ "# !cat results won't save to PDF\n", "\n", "data = !cat ieee14.raw \n", "print('\\n'.join(data))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Dynamic Data (PSS/E DYR format)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1 'GENROU' 1 6.5000 0.60000E-01 0.20000 0.50000E-01\n", " 4.0000 0.0000 1.8000 1.7500 0.60000\n", " 0.80000 0.23000 0.15000 0.90000E-01 0.38000 /\n", " 1 'ST2CUT' 1 1 0 0 0\n", " 0.0000 0.0000 0.0000 0.0000 30.000\n", " 30.000 0.23000 0.25000E-01 0.23000 0.25000E-01\n", " 0.0000 0.0000 0.60000E-01 -0.60000E-01 0.0000\n", " 0.0000 /\n", " 1 'ESST3A' 1 0.20000E-01 0.20000 -0.20000 8.0000\n", " 1.0000 5.0000 20.000 0.0000 99.000\n", " -99.000 1.0000 3.6700 0.43500 5.4800\n", " 0.10000E-01 0.98000E-02 3.8600 3.3300 0.40000\n", " 99.000 0.0000 /\n", " 1 'TGOV1' 1 0.50000E-01 0.50000E-01 1.0500 0.30000\n", " 1.0000 2.1000 0.0000 /\n", " 2 'GENROU' 1 6.5000 0.60000E-01 0.20000 0.50000E-01\n", " 6.5000 0.0000 1.8000 1.7500 0.60000\n", " 0.80000 0.28000 0.15000 0.90000E-01 0.38000 /\n", " 2 'ST2CUT' 1 1 0 0 0\n", " 10.000 0.0000 0.0000 0.0000 3.0000\n", " 3.0000 0.15000 0.50000E-01 0.15000 0.50000E-01\n", " 0.15000 0.50000E-01 0.50000E-01 -0.50000E-01 0.0000\n", " 0.0000 /\n", " 2 'EXST1' 1 0.20000E-01 99.000 -99.000 0.0000\n", " 0.20000E-01 50.000 0.20000E-01 9999.0 -9999.0\n", " 0.0000 0.10000E-01 1.0000 /\n", " 2 'IEEEG1' 1 0 0 20.000 0.10000\n", " 0.0000 0.20000 1.0000 -1.0000 0.95000\n", " 0.0000 0.10000 0.0000 0.0000 0.0000\n", " 0.0000 0.0000 0.0000 0.30000 0.0000\n", " 8.7200 0.70000 0.0000 /\n", " 3 'GENROU' 1 6.5000 0.60000E-01 0.20000 0.50000E-01\n", " 5.0000 0.0000 1.8000 1.7500 0.60000\n", " 0.80000 0.34000 0.15000 0.90000E-01 0.38000 /\n", " 3 'IEEEST' 1 3 0 0.0000 0.0000\n", " 0.0000 0.0000 0.0000 0.0000 0.0000\n", " 0.0000 0.0000 0.75000 1.0000 4.2000\n", " -2.0000 0.10000 -0.10000 0.0000 0.0000 /\n", " 3 'ESST3A' 1 0.20000E-01 0.20000 -0.20000 8.0000\n", " 1.0000 5.0000 20.000 0.0000 99.000\n", " -99.000 1.0000 3.6700 0.43500 5.4800\n", " 0.10000E-01 0.98000E-02 3.8600 3.3300 0.40000\n", " 99.000 0.0000 /\n", " 3 'IEEEG1' 1 0 0 20.000 0.10000\n", " 0.0000 0.20000 1.0000 -1.0000 0.95000\n", " 0.0000 0.10000 0.0000 0.0000 0.0000\n", " 0.0000 0.0000 0.0000 0.30000 0.0000\n", " 8.7200 0.70000 0.0000 /\n", " 6 'GENROU' 1 6.5000 0.60000E-01 0.20000 0.50000E-01\n", " 5.0000 0.0000 1.8000 1.7500 0.60000\n", " 0.80000 0.28000 0.15000 0.90000E-01 0.38000 /\n", " 6 'ESST3A' 1 0.20000E-01 0.20000 -0.20000 8.0000\n", " 1.0000 5.0000 20.000 0.0000 99.000\n", " -99.000 1.0000 3.6700 0.43500 5.4800\n", " 0.10000E-01 0.98000E-02 3.8600 3.3300 0.40000\n", " 99.000 0.0000 /\n", " 6 'TGOV1' 1 0.50000E-01 0.50000E-01 1.0500 0.30000\n", " 1.0000 2.1000 0.0000 /\n", " 8 'GENROU' 1 6.5000 0.60000E-01 0.20000 0.50000E-01\n", " 5.0000 0.0000 1.8000 1.7500 0.60000\n", " 0.80000 0.34000 0.15000 0.90000E-01 0.38000 /\n", " 8 'ESST3A' 1 0.20000E-01 0.20000 -0.20000 8.0000\n", " 1.0000 5.0000 20.000 0.0000 99.000\n", " -99.000 1.0000 3.6700 0.43500 5.4800\n", " 0.10000E-01 0.98000E-02 3.8600 3.3300 0.40000\n", " 99.000 0.0000 /\n", " 8 'TGOV1' 1 0.50000E-01 0.50000E-01 1.0500 0.30000\n", " 1.0000 2.1000 0.0000 /\n" ] } ], "source": [ "data = !cat ieee14.dyr \n", "print('\\n'.join(data))" ] } ], "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 4 }