Datasets:

babycow
/

TD-HER-Dataset

distu_kind stringclasses 3 values	file_name stringlengths 78 114	load_level float64 50 120	load_zip_z float64 0 100	load_zip_i float64 0 100	load_zip_p float64 0 60	h_inertia float64 0.2 2	ANGL_30_0 float64 -305.01 433	ANGL_30_1 float64 -309.53 440	ANGL_30_10 float64 -345.7 519	ANGL_30_2 float64 -313.53 447	ANGL_30_3 float64 -317.53 453	ANGL_30_4 float64 -321.51 461	ANGL_30_5 float64 -325.48 470	ANGL_30_6 float64 -329.45 480	ANGL_30_7 float64 -333.44 490	ANGL_30_8 float64 -337.47 500	ANGL_30_9 float64 -341.55 510	ANGL_31_0 float64 -5,268.72 3.01	ANGL_31_1 float64 -5,295.6 23.8	ANGL_31_10 float64 -5,471.11 33.8	ANGL_31_2 float64 -5,319.98 29.6	ANGL_31_3 float64 -5,341.74 31	ANGL_31_4 float64 -5,361.23 34.9	ANGL_31_5 float64 -5,380.04 36.6	ANGL_31_6 float64 -5,398.16 40.1	ANGL_31_7 float64 -5,416.35 46.8	ANGL_31_8 float64 -5,435.34 55.5	ANGL_31_9 float64 -5,454.55 31.9	ANGL_32_0 float64 -309.31 443	ANGL_32_1 float64 -313.65 448	ANGL_32_10 float64 -349.82 526	ANGL_32_2 float64 -317.61 450	ANGL_32_3 float64 -321.57 454	ANGL_32_4 float64 -325.51 460	ANGL_32_5 float64 -329.44 469	ANGL_32_6 float64 -333.38 480	ANGL_32_7 float64 -337.37 492	ANGL_32_8 float64 -341.42 503	ANGL_32_9 float64 -345.56 515	ANGL_33_0 float64 -296.22 448	ANGL_33_1 float64 -308.93 444	ANGL_33_10 float64 -348.35 521	ANGL_33_2 float64 -313.42 449	ANGL_33_3 float64 -317.93 455	ANGL_33_4 float64 -322.41 462	ANGL_33_5 float64 -326.84 471	ANGL_33_6 float64 -331.22 481	ANGL_33_7 float64 -335.56 491	ANGL_33_8 float64 -339.85 501	ANGL_33_9 float64 -344.11 511	ANGL_34_0 float64 -296.41 443	ANGL_34_1 float64 -303.41 449	ANGL_34_10 float64 -346.41 522	ANGL_34_2 float64 -308.19 456	ANGL_34_3 float64 -313.12 463	ANGL_34_4 float64 -318.08 471	ANGL_34_5 float64 -323.03 480	ANGL_34_6 float64 -327.95 488	ANGL_34_7 float64 -332.77 496	ANGL_34_8 float64 -337.47 505	ANGL_34_9 float64 -342.02 513	ANGL_35_0 float64 -297.26 444	ANGL_35_1 float64 -302.62 452	ANGL_35_10 float64 -341.69 534	ANGL_35_2 float64 -307.07 459	ANGL_35_3 float64 -311.47 466	ANGL_35_4 float64 -315.87 475	ANGL_35_5 float64 -320.23 485	ANGL_35_6 float64 -324.56 495	ANGL_35_7 float64 -328.86 505	ANGL_35_8 float64 -333.15 515	ANGL_35_9 float64 -337.42 525	ANGL_36_0 float64 -295.87 445	ANGL_36_1 float64 -300.83 453	ANGL_36_10 float64 -340.4 535	ANGL_36_2 float64 -305.16 462	ANGL_36_3 float64 -309.54 470	ANGL_36_4 float64 -313.97 479	ANGL_36_5 float64 -318.41 488	ANGL_36_6 float64 -322.85 498	ANGL_36_7 float64 -327.28 507	ANGL_36_8 float64 -331.69 516	ANGL_36_9 float64 -336.07 526	ANGL_37_0 float64 -302.78 437	ANGL_37_1 float64 -307.03 445	ANGL_37_10 float64 -342.87 526	ANGL_37_2 float64 -310.93 453	ANGL_37_3 float64 -314.85 460	ANGL_37_4 float64 -318.78 469	ANGL_37_5 float64 -322.73 478	ANGL_37_6 float64 -326.7 487	ANGL_37_7 float64 -330.69 497	ANGL_37_8 float64 -334.71 506	ANGL_37_9 float64 -338.77 516	ANGL_38_0 float64 -299.41 432	ANGL_38_1 float64 -303.35 442	ANGL_38_10 float64 -332.5 542	ANGL_38_2 float64 -306.86 451	ANGL_38_3 float64 -310.26 461	ANGL_38_4 float64 -313.56 472	ANGL_38_5 float64 -316.78 483	ANGL_38_6 float64 -319.94 495	ANGL_38_7 float64 -323.07 507	ANGL_38_8 float64 -326.18 518	ANGL_38_9 float64 -329.32 530	ANGL_39_0 float64 -303.58 425	ANGL_39_1 float64 -307.65 433	ANGL_39_10 float64 -346.75 507	ANGL_39_2 float64 -311.69 440	ANGL_39_3 float64 -315.81 447	ANGL_39_4 float64 -319.99 455	ANGL_39_5 float64 -324.23 463	ANGL_39_6 float64 -328.56 471	ANGL_39_7 float64 -332.96 480	ANGL_39_8 float64 -337.46 489	ANGL_39_9 float64 -342.05 498	FREQ_30_10 float64 -0.02 0.04	FREQ_30_2 float64 -0.02 0.04	FREQ_30_3 float64 -0.02 0.04	FREQ_30_4 float64 -0.02 0.04	FREQ_30_5 float64 -0.02 0.04	FREQ_30_6 float64 -0.02 0.04	FREQ_30_7 float64 -0.02 0.04	FREQ_30_8 float64 -0.02 0.04	FREQ_30_9 float64 -0.02 0.04	FREQ_31_10 float64 -0.43 0.32	FREQ_31_2 float64 -0.36 0.36	FREQ_31_3 float64 -0.34 0.45	FREQ_31_4 float64 -0.45 0.44	FREQ_31_5 float64 -0.54 0.52	FREQ_31_6 float64 -0.61 0.54	FREQ_31_7 float64 -0.37 0.52	FREQ_31_8 float64 -0.39 0.18	FREQ_31_9 float64 -0.45 0.27	FREQ_32_10 float64 -0.02 0.05	FREQ_32_2 float64 -0.02 0.04	FREQ_32_3 float64 -0.02 0.04	FREQ_32_4 float64 -0.02 0.03	FREQ_32_5 float64 -0.02 0.03	FREQ_32_6 float64 -0.02 0.03	FREQ_32_7 float64 -0.02 0.04	FREQ_32_8 float64 -0.02 0.04	FREQ_32_9 float64 -0.02 0.04	FREQ_33_10 float64 -0.02 0.04	FREQ_33_2 float64 -0.02 0.04	FREQ_33_3 float64 -0.02 0.04	FREQ_33_4 float64 -0.02 0.04	FREQ_33_5 float64 -0.02 0.04	FREQ_33_6 float64 -0.02 0.04	FREQ_33_7 float64 -0.02 0.04	FREQ_33_8 float64 -0.02 0.04	FREQ_33_9 float64 -0.02 0.04	FREQ_34_10 float64 -0.02 0.04	FREQ_34_2 float64 -0.02 0.04	FREQ_34_3 float64 -0.02 0.04	FREQ_34_4 float64 -0.02 0.04	FREQ_34_5 float64 -0.02 0.04	FREQ_34_6 float64 -0.02 0.04	FREQ_34_7 float64 -0.02 0.04	FREQ_34_8 float64 -0.02 0.04	FREQ_34_9 float64 -0.02 0.04	FREQ_35_10 float64 -0.02 0.04	FREQ_35_2 float64 -0.02 0.05	FREQ_35_3 float64 -0.02 0.04	FREQ_35_4 float64 -0.02 0.04	FREQ_35_5 float64 -0.02 0.04	FREQ_35_6 float64 -0.02 0.04	FREQ_35_7 float64 -0.02 0.04	FREQ_35_8 float64 -0.02 0.04	FREQ_35_9 float64 -0.02 0.04	FREQ_36_10 float64 -0.02 0.04	FREQ_36_2 float64 -0.02 0.04	FREQ_36_3 float64 -0.02 0.04	FREQ_36_4 float64 -0.02 0.04	FREQ_36_5 float64 -0.02 0.04	FREQ_36_6 float64 -0.02 0.04	FREQ_36_7 float64 -0.02 0.04	FREQ_36_8 float64 -0.02 0.04	FREQ_36_9 float64 -0.02 0.04	FREQ_37_10 float64 -0.02 0.04	FREQ_37_2 float64 -0.02 0.04	FREQ_37_3 float64 -0.02 0.04	FREQ_37_4 float64 -0.02 0.04	FREQ_37_5 float64 -0.02 0.04	FREQ_37_6 float64 -0.02 0.04	FREQ_37_7 float64 -0.02 0.04	FREQ_37_8 float64 -0.02 0.04	FREQ_37_9 float64 -0.02 0.04	FREQ_38_10 float64 -0.02 0.05	FREQ_38_2 float64 -0.02 0.05	FREQ_38_3 float64 -0.02 0.05	FREQ_38_4 float64 -0.02 0.05	FREQ_38_5 float64 -0.02 0.05	FREQ_38_6 float64 -0.02 0.05	FREQ_38_7 float64 -0.02 0.05	FREQ_38_8 float64 -0.02 0.05	FREQ_38_9 float64 -0.02 0.05	FREQ_39_10 float64 -0.02 0.04	FREQ_39_2 float64 -0.02 0.04	FREQ_39_3 float64 -0.02 0.04	FREQ_39_4 float64 -0.02 0.04	FREQ_39_5 float64 -0.02 0.04	FREQ_39_6 float64 -0.02 0.04	FREQ_39_7 float64 -0.02 0.04	FREQ_39_8 float64 -0.02 0.04	FREQ_39_9 float64 -0.02 0.04	POWR_30_0 float64 -1.61 3.33	POWR_30_1 float64 -2.16 3.58	POWR_30_10 float64 -1.13 5.75	POWR_30_2 float64 -2.1 3.77	POWR_30_3 float64 -1.99 3.84	POWR_30_4 float64 -1.86 3.92	POWR_30_5 float64 -1.69 3.85	POWR_30_6 float64 -1.5 3.9	POWR_30_7 float64 -1.29 3.74	POWR_30_8 float64 -1.15 3.81	POWR_30_9 float64 -1.09 5.08	POWR_31_0 float64 -17.23 39.1	POWR_31_1 float64 -11.73 39.8	POWR_31_10 float64 -18.99 39	POWR_31_2 float64 -16.97 40	POWR_31_3 float64 -17.81 39.9	POWR_31_4 float64 -20.7 39.7	POWR_31_5 float64 -18.48 39.4	POWR_31_6 float64 -18.09 38.9	POWR_31_7 float64 -15.97 38.2	POWR_31_8 float64 -17.42 37.7	POWR_31_9 float64 -19.07 38.4	POWR_32_0 float64 -19.65 10.3	POWR_32_1 float64 -19.01 11.3	POWR_32_10 float64 -16.67 12.9	POWR_32_2 float64 -18.75 13.7	POWR_32_3 float64 -18.56 14.5	POWR_32_4 float64 -18.81 13.3	POWR_32_5 float64 -18.78 14.2	POWR_32_6 float64 -18.64 13.4	POWR_32_7 float64 -18.39 11.1	POWR_32_8 float64 -17.91 13.1	POWR_32_9 float64 -17.33 13.9	POWR_33_0 float64 1 6.72	POWR_33_1 float64 -0 6.5	POWR_33_10 float64 0 6.42	POWR_33_2 float64 -0 6.38	POWR_33_3 float64 -0 6.37	POWR_33_4 float64 -0 6.52	POWR_33_5 float64 -0 6.39	POWR_33_6 float64 -0 6.39	POWR_33_7 float64 -0 6.4	POWR_33_8 float64 -0 6.46	POWR_33_9 float64 -0 6.36	POWR_34_0 float64 0.7 6.35	POWR_34_1 float64 0 8.09	POWR_34_10 float64 0 7.62	POWR_34_2 float64 0 8.12	POWR_34_3 float64 0 8.03	POWR_34_4 float64 0 8.06	POWR_34_5 float64 0 7.95	POWR_34_6 float64 0 7.8	POWR_34_7 float64 0 7.87	POWR_34_8 float64 0 7.8	POWR_34_9 float64 0 7.59	POWR_35_0 float64 1.86 7.68	POWR_35_1 float64 -0 9.95	POWR_35_10 float64 0 9.71	POWR_35_2 float64 -0 9.52	POWR_35_3 float64 0 9.51	POWR_35_4 float64 0 9.63	POWR_35_5 float64 -0 9.75	POWR_35_6 float64 0 9.82	POWR_35_7 float64 -0 9.86	POWR_35_8 float64 0 9.86	POWR_35_9 float64 0 9.81	POWR_36_0 float64 1.31 6.55	POWR_36_1 float64 0 7.71	POWR_36_10 float64 0 8.32	POWR_36_2 float64 0 7.67	POWR_36_3 float64 0 7.85	POWR_36_4 float64 0 8	POWR_36_5 float64 0 8.1	POWR_36_6 float64 0 8.15	POWR_36_7 float64 0 8.16	POWR_36_8 float64 0 8.11	POWR_36_9 float64 0 8.02	POWR_37_0 float64 0.1 6.09	POWR_37_1 float64 0 6.72	POWR_37_10 float64 -0 9.79	POWR_37_2 float64 0 6.99	POWR_37_3 float64 0 7.1	POWR_37_4 float64 0 7.25	POWR_37_5 float64 0 7.11	POWR_37_6 float64 0 7.11	POWR_37_7 float64 0 6.97	POWR_37_8 float64 0 7.1	POWR_37_9 float64 -0 9.17	POWR_38_0 float64 1.34 10.7	POWR_38_1 float64 0 11	POWR_38_10 float64 0 12.4	POWR_38_2 float64 0 11.2	POWR_38_3 float64 0 11.4	POWR_38_4 float64 0 11.5	POWR_38_5 float64 0 11.6	POWR_38_6 float64 0 11.7	POWR_38_7 float64 0 11.9	POWR_38_8 float64 0 12.1	POWR_38_9 float64 -0 12.3	POWR_39_0 float64 -12.69 13	POWR_39_1 float64 -12.98 14.1	POWR_39_10 float64 -18.36 15.6	POWR_39_2 float64 -12.64 14.1	POWR_39_3 float64 -13.37 14.8	POWR_39_4 float64 -14.08 15.3	POWR_39_5 float64 -14.73 15.8	POWR_39_6 float64 -15.3 15.8	POWR_39_7 float64 -15.79 15.7	POWR_39_8 float64 -16.37 15.3	POWR_39_9 float64 -17.41 15.6	SPD_30_1 float64 -0.02 0.05	SPD_30_10 float64 -0.02 0.04	SPD_30_2 float64 -0.02 0.05	SPD_30_3 float64 -0.02 0.04	SPD_30_4 float64 -0.02 0.04	SPD_30_5 float64 -0.02 0.04	SPD_30_6 float64 -0.02 0.04	SPD_30_7 float64 -0.02 0.04	SPD_30_8 float64 -0.02 0.04	SPD_30_9 float64 -0.02 0.04	SPD_31_1 float64 -3.52 0.27	SPD_31_10 float64 -3.35 0.32	SPD_31_2 float64 -3.52 0.36	SPD_31_3 float64 -3.5 0.45	SPD_31_4 float64 -3.46 0.44	SPD_31_5 float64 -3.43 0.52	SPD_31_6 float64 -3.4 0.54	SPD_31_7 float64 -3.37 0.52	SPD_31_8 float64 -3.36 0.18	SPD_31_9 float64 -3.35 0.27	SPD_32_1 float64 -0.02 0.05	SPD_32_10 float64 -0.02 0.05	SPD_32_2 float64 -0.02 0.05	SPD_32_3 float64 -0.02 0.04	SPD_32_4 float64 -0.02 0.04	SPD_32_5 float64 -0.02 0.04	SPD_32_6 float64 -0.02 0.04	SPD_32_7 float64 -0.02 0.04	SPD_32_8 float64 -0.02 0.04	SPD_32_9 float64 -0.02 0.04	SPD_34_1 float64 -0.02 0.05	SPD_34_10 float64 -0.02 0.05	SPD_34_2 float64 -0.02 0.04	SPD_34_3 float64 -0.02 0.04	SPD_34_4 float64 -0.02 0.04	SPD_34_5 float64 -0.02 0.04	SPD_34_6 float64 -0.02 0.04	SPD_34_7 float64 -0.02 0.04	SPD_34_8 float64 -0.02 0.04	SPD_34_9 float64 -0.02 0.04	SPD_35_1 float64 -0.02 0.05	SPD_35_10 float64 -0.02 0.04	SPD_35_2 float64 -0.02 0.05	SPD_35_3 float64 -0.02 0.05	SPD_35_4 float64 -0.02 0.05	SPD_35_5 float64 -0.02 0.04	SPD_35_6 float64 -0.02 0.04	SPD_35_7 float64 -0.02 0.04	SPD_35_8 float64 -0.02 0.04	SPD_35_9 float64 -0.02 0.04	SPD_36_1 float64 -0.02 0.05	SPD_36_10 float64 -0.02 0.04	SPD_36_2 float64 -0.02 0.05	SPD_36_3 float64 -0.02 0.05	SPD_36_4 float64 -0.02 0.04	SPD_36_5 float64 -0.02 0.04	SPD_36_6 float64 -0.02 0.04	SPD_36_7 float64 -0.02 0.04	SPD_36_8 float64 -0.02 0.04	SPD_36_9 float64 -0.02 0.04	SPD_37_1 float64 -0.02 0.05	SPD_37_10 float64 -0.02 0.05	SPD_37_2 float64 -0.02 0.05	SPD_37_3 float64 -0.02 0.04	SPD_37_4 float64 -0.02 0.04	SPD_37_5 float64 -0.02 0.04	SPD_37_6 float64 -0.02 0.04	SPD_37_7 float64 -0.02 0.04	SPD_37_8 float64 -0.02 0.05	SPD_37_9 float64 -0.02 0.05	SPD_38_1 float64 -0.02 0.05	SPD_38_10 float64 -0.02 0.06	SPD_38_2 float64 -0.02 0.05	SPD_38_3 float64 -0.02 0.06	SPD_38_4 float64 -0.02 0.06	SPD_38_5 float64 -0.02 0.06	SPD_38_6 float64 -0.02 0.06	SPD_38_7 float64 -0.02 0.06	SPD_38_8 float64 -0.02 0.06	SPD_38_9 float64 -0.02 0.06	SPD_39_1 float64 -0.02 0.04	SPD_39_10 float64 -0.02 0.04	SPD_39_2 float64 -0.02 0.04	SPD_39_3 float64 -0.02 0.04	SPD_39_4 float64 -0.02 0.04	SPD_39_5 float64 -0.02 0.04	SPD_39_6 float64 -0.02 0.04	SPD_39_7 float64 -0.02 0.04	SPD_39_8 float64 -0.02 0.04	SPD_39_9 float64 -0.02 0.04	VOLT_30_0 float64 0.92 1.42	VOLT_30_1 float64 0 1.49	VOLT_30_10 float64 0.78 1.49	VOLT_30_2 float64 0 1.49	VOLT_30_3 float64 0 1.49	VOLT_30_4 float64 0 1.5	VOLT_30_5 float64 0 1.5	VOLT_30_6 float64 0 1.5	VOLT_30_7 float64 0 1.5	VOLT_30_8 float64 0 1.5	VOLT_30_9 float64 0.76 1.5	VOLT_31_0 float64 0.5 1.97	VOLT_31_1 float64 0 1.98	VOLT_31_10 float64 0.49 2.02	VOLT_31_2 float64 0 1.98	VOLT_31_3 float64 0 1.99	VOLT_31_4 float64 0 2	VOLT_31_5 float64 0 2.01	VOLT_31_6 float64 0 2.02	VOLT_31_7 float64 0 2.02	VOLT_31_8 float64 0 2.03	VOLT_31_9 float64 0.46 2.02	VOLT_32_0 float64 0.75 1.59	VOLT_32_1 float64 0.37 1.62	VOLT_32_10 float64 0.7 1.63	VOLT_32_2 float64 0.36 1.62	VOLT_32_3 float64 0.35 1.62	VOLT_32_4 float64 0.34 1.63	VOLT_32_5 float64 0.33 1.63	VOLT_32_6 float64 0.33 1.63	VOLT_32_7 float64 0.33 1.63	VOLT_32_8 float64 0.32 1.64	VOLT_32_9 float64 0.72 1.63	VOLT_33_0 float64 0.83 1.2	VOLT_33_1 float64 0.02 1.27	VOLT_33_10 float64 0.79 1.27	VOLT_33_2 float64 0.02 1.27	VOLT_33_3 float64 0.02 1.27	VOLT_33_4 float64 0.02 1.28	VOLT_33_5 float64 0.02 1.28	VOLT_33_6 float64 0.02 1.28	VOLT_33_7 float64 0.02 1.28	VOLT_33_8 float64 0.02 1.28	VOLT_33_9 float64 0.79 1.28	VOLT_34_0 float64 0.93 1.23	VOLT_34_1 float64 0.36 1.25	VOLT_34_10 float64 0.76 1.26	VOLT_34_2 float64 0.34 1.25	VOLT_34_3 float64 0.33 1.25	VOLT_34_4 float64 0.32 1.25	VOLT_34_5 float64 0.31 1.25	VOLT_34_6 float64 0.3 1.26	VOLT_34_7 float64 0.3 1.26	VOLT_34_8 float64 0.29 1.26	VOLT_34_9 float64 0.74 1.26	VOLT_35_0 float64 0.96 1.39	VOLT_35_1 float64 0.29 1.42	VOLT_35_10 float64 0.76 1.4	VOLT_35_2 float64 0.27 1.41	VOLT_35_3 float64 0.26 1.41	VOLT_35_4 float64 0.26 1.41	VOLT_35_5 float64 0.25 1.4	VOLT_35_6 float64 0.25 1.4	VOLT_35_7 float64 0.25 1.4	VOLT_35_8 float64 0.25 1.4	VOLT_35_9 float64 0.74 1.4	VOLT_36_0 float64 0.99 1.3	VOLT_36_1 float64 0.48 1.41	VOLT_36_10 float64 0.75 1.39	VOLT_36_2 float64 0.45 1.4	VOLT_36_3 float64 0.43 1.4	VOLT_36_4 float64 0.42 1.39	VOLT_36_5 float64 0.41 1.39	VOLT_36_6 float64 0.41 1.39	VOLT_36_7 float64 0.4 1.39	VOLT_36_8 float64 0.39 1.39	VOLT_36_9 float64 0.76 1.39	VOLT_37_0 float64 0.95 1.32	VOLT_37_1 float64 0.41 1.35	VOLT_37_10 float64 0.64 1.37	VOLT_37_2 float64 0.37 1.36	VOLT_37_3 float64 0.36 1.36	VOLT_37_4 float64 0.35 1.36	VOLT_37_5 float64 0.34 1.36	VOLT_37_6 float64 0.33 1.37	VOLT_37_7 float64 0.32 1.37	VOLT_37_8 float64 0.32 1.37	VOLT_37_9 float64 0.66 1.37	VOLT_38_0 float64 0.98 1.19	VOLT_38_1 float64 0 1.39	VOLT_38_10 float64 0.78 1.39	VOLT_38_2 float64 0 1.39	VOLT_38_3 float64 0 1.39	VOLT_38_4 float64 0 1.39	VOLT_38_5 float64 0 1.39	VOLT_38_6 float64 0 1.39	VOLT_38_7 float64 0 1.39	VOLT_38_8 float64 0 1.39	VOLT_38_9 float64 0.75 1.39	VOLT_39_0 float64 0.94 1.11	VOLT_39_1 float64 0 1.49	VOLT_39_10 float64 1 1.51	VOLT_39_2 float64 0 1.49	VOLT_39_3 float64 0 1.5	VOLT_39_4 float64 0 1.51	VOLT_39_5 float64 0 1.51	VOLT_39_6 float64 0 1.51	VOLT_39_7 float64 0 1.51	VOLT_39_8 float64 0 1.52	VOLT_39_9 float64 0.95 1.51	fpu_deltamax float64 -2.98 13.5	t_delta float64 0.01 29
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus10_tobus11-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.443636	4.975668	-2.140766	-1.713866	-1.141584	-0.469618	0.358163	1.295801	2.383373	3.676227	0.000168	5.192857	17.429859	7.729428	9.070817	11.583608	13.693452	16.690371	19.763889	23.485292	16.631916	4.111194	17.755789	31.334948	20.253103	23.492449	27.349089	31.912104	37.163719	43.102165	49.723598	27.24254	4.727005	3.658768	12.030156	2.947715	2.712887	2.882374	3.302983	3.9088	4.645774	5.911286	10.203739	3.693328	3.747855	11.468505	4.085684	4.528626	5.129426	5.849953	6.691436	7.6422	8.806542	10.129627	6.194126	8.112757	17.203211	9.212858	9.936751	10.925735	11.984568	13.225393	14.624791	16.236555	15.957824	8.89254	10.403796	22.011496	11.347705	12.383032	13.673174	15.150772	16.843096	18.721067	20.802181	20.170736	3.050101	3.423373	11.630031	4.027709	4.688235	5.477615	6.368199	7.38576	8.515797	9.778878	10.389213	8.282289	8.878774	14.531462	9.260782	9.68291	10.204714	10.818469	11.544307	12.380191	13.344936	13.50744	-8.773985	-9.265237	-8.270699	-9.253323	-9.150858	-9.081668	-9.035989	-9.056469	-9.109787	-9.187284	-8.318795	0.003338	0.000072	0.000404	0.000797	0.00126	0.001723	0.00225	0.002773	0.002773	0.01225	0.003616	0.005648	0.005788	0.00725	0.007879	0.009378	0.010591	0.010591	0.021427	0.001083	0.003702	0.006526	0.009358	0.0123	0.015303	0.018351	0.018351	0.002336	-0.001645	-0.002057	-0.001815	-0.001165	-0.000387	0.000411	0.001161	0.001161	0.003474	-0.000078	0.000333	0.000762	0.001267	0.001784	0.002312	0.002835	0.002835	0.005313	0.000901	0.001949	0.0023	0.002869	0.003378	0.003969	0.004597	0.004597	0.006882	0.000513	0.001477	0.002306	0.003223	0.004127	0.005054	0.005964	0.005964	0.004178	0.00032	0.00094	0.001469	0.002016	0.002543	0.003085	0.003621	0.003621	0.003027	0.0002	0.000592	0.000933	0.001304	0.001688	0.002106	0.002547	0.002547	-0.000068	0.000023	0.000031	0.000142	0.000186	0.000193	0.000121	0.000029	0.000029	2.500032	1.924819	2.286682	1.870228	1.912308	1.943299	1.990665	2.022187	2.050726	2.066586	2.196865	4.172158	1.940974	6.50549	1.961903	2.028927	2.116968	2.203223	2.288419	2.362667	2.429406	6.474451	6.500052	0	8.290728	-0	0	0	0	-0	0	0	7.56288	6.320043	3.171781	4.529302	2.974995	2.878136	2.825588	2.772453	2.706569	2.627148	2.525952	4.30779	5.080033	4.494858	4.419495	4.561113	4.62407	4.642217	4.647059	4.636274	4.62071	4.556544	4.526899	6.500034	5.130188	5.717143	5.183958	5.161931	5.137673	5.096422	5.0444	4.992718	4.928288	5.887403	5.600035	4.306425	5.956622	4.248418	4.330331	4.406263	4.512017	4.618928	4.730853	4.827301	5.737253	5.400037	4.645548	5.286815	4.612664	4.663235	4.708352	4.770364	4.81642	4.860378	4.888764	5.22499	8.30004	7.29976	7.174136	7.196663	7.15631	7.10313	7.056908	6.998169	6.938235	6.867094	7.222872	10.000111	11.116023	6.600648	11.008233	11.423083	11.596859	11.740543	11.487729	11.105953	10.561592	7.279893	0.000526	0.006194	0.001537	0.002435	0.003205	0.003937	0.004588	0.005203	0.005775	0.005775	0.002052	0.017507	0.005362	0.007962	0.010443	0.012795	0.015033	0.017159	0.019193	0.019193	0.002633	0.028008	0.007008	0.010487	0.013955	0.017408	0.020847	0.024271	0.02768	0.02768	0.000641	0.005173	0.001471	0.00204	0.00253	0.00302	0.003507	0.004011	0.004529	0.004529	0.000698	0.007387	0.001745	0.00254	0.003368	0.004206	0.00507	0.005963	0.006882	0.006882	0.001095	0.010604	0.003059	0.004697	0.006141	0.007487	0.008678	0.00973	0.010636	0.010636	0.000648	0.006513	0.00179	0.002744	0.003581	0.004361	0.00505	0.005687	0.006267	0.006267	0.000286	0.0043	0.000802	0.00127	0.001739	0.002232	0.00274	0.003272	0.003826	0.003826	-0.000045	-0.000422	-0.000114	-0.000161	-0.000243	-0.000327	-0.000417	-0.000485	-0.000531	-0.000531	1.047499	0.833058	0.97603	0.817197	0.817264	0.815487	0.814923	0.810425	0.804455	0.796699	0.967979	0.981999	0.57657	0.841273	0.551092	0.547425	0.537687	0.533211	0.525046	0.517781	0.508601	0.814569	0.983099	0.374616	0.794688	0.356659	0.348421	0.34063	0.334572	0.329517	0.325312	0.32175	0.795516	0.997199	0.72942	0.924799	0.721856	0.719667	0.717105	0.714697	0.711135	0.707161	0.701645	0.919081	1.012299	0.869686	0.948247	0.855885	0.850024	0.844497	0.840049	0.835589	0.831295	0.826994	0.941489	1.049299	0.875125	0.973124	0.857199	0.851197	0.844681	0.839865	0.834766	0.829728	0.824655	0.963922	1.063499	0.933744	0.985756	0.917378	0.909633	0.902115	0.89568	0.889253	0.882944	0.876763	0.980045	1.027799	0.888141	0.959386	0.872272	0.868236	0.863869	0.860645	0.855618	0.84992	0.843382	0.952925	1.026499	0.946384	0.988895	0.9374	0.934002	0.930838	0.928371	0.925522	0.922616	0.919595	0.984829	1.03	0.967867	1.065501	0.966536	1.005047	1.030576	1.055725	1.055229	1.046362	1.027073	1.065019	0.483527	0.479999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus11_tobus10-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.216992	5.363554	-1.881056	-1.415822	-0.798417	-0.072512	0.819747	1.831991	3.007567	4.014135	0.000168	6.686248	19.928232	9.660764	11.310636	14.366653	16.966335	20.655056	24.44211	29.048788	19.037344	4.111194	14.844932	29.540886	16.874798	19.542765	22.74831	26.550547	30.963676	35.974537	41.599789	25.777588	4.727005	4.463483	12.827098	3.90737	3.775508	4.031723	4.538542	5.235861	6.071164	7.490267	10.943472	3.693328	3.975516	12.153743	4.364855	4.870919	5.544327	6.351281	7.293092	8.357773	9.661534	10.712471	6.194126	8.175532	17.351007	9.264017	10.005726	11.00995	12.095416	13.369125	14.809916	16.476709	16.062193	8.89254	10.440413	22.090961	11.375747	12.413597	13.706985	15.194078	16.901447	18.801691	20.91708	20.220098	3.050101	3.53742	11.99113	4.160781	4.852818	5.680051	6.617827	7.691893	8.888303	10.229856	10.69126	8.282289	8.924662	14.682504	9.312023	9.744987	10.280447	10.912662	11.661935	12.527015	13.528743	13.627018	-8.773985	-9.220884	-8.12726	-9.206396	-9.093946	-9.015228	-8.958101	-8.966642	-9.006248	-9.068242	-8.199391	0.00361	0.000093	0.000459	0.000882	0.001376	0.001873	0.002437	0.002999	0.002999	0.015037	0.004212	0.006602	0.006861	0.008683	0.009521	0.01141	0.012941	0.012941	0.018031	0.00087	0.003002	0.005339	0.007715	0.010187	0.012748	0.01536	0.01536	0.002835	-0.001324	-0.001637	-0.00138	-0.000739	0.000033	0.000832	0.00159	0.00159	0.003905	-0.000007	0.000446	0.00092	0.001469	0.002036	0.002617	0.003195	0.003195	0.005453	0.000887	0.001925	0.002302	0.002889	0.003423	0.004042	0.004699	0.004699	0.006955	0.000512	0.001466	0.002301	0.003223	0.004138	0.00508	0.006009	0.006009	0.004414	0.00033	0.000969	0.001528	0.002103	0.002663	0.00324	0.003815	0.003815	0.003129	0.000204	0.000602	0.000952	0.001334	0.001732	0.002166	0.002626	0.002626	-0.000018	0.000021	0.000033	0.000155	0.000207	0.000222	0.000156	0.000071	0.000071	2.500032	1.888306	2.312024	1.837147	1.880257	1.912645	1.960513	1.991687	2.019214	2.032862	2.218278	4.172158	1.538326	7.125361	1.563971	1.625182	1.708076	1.78726	1.866828	1.934789	1.994715	7.014533	6.500052	0.635337	7.934872	0.623579	0.64419	0.665055	0.694098	0.722913	0.753156	0.780432	7.244181	6.320043	3.48884	4.731534	3.278036	3.173568	3.118405	3.062546	2.991914	2.905064	2.790051	4.50474	5.080033	4.422816	4.461816	4.483155	4.545241	4.565864	4.574108	4.567559	4.556676	4.490945	4.550995	6.500034	5.137434	5.683246	5.187416	5.160152	5.129878	5.081303	5.020817	4.959797	4.882857	5.85091	5.600035	4.312454	5.92934	4.252855	4.329907	4.401826	4.50235	4.603637	4.709408	4.797233	5.71081	5.400037	4.608031	5.31081	4.576446	4.627219	4.672919	4.734928	4.780303	4.82304	4.848749	5.240956	8.30004	7.284999	7.138086	7.179667	7.134364	7.075597	7.022177	6.955019	6.88556	6.802846	7.190528	10.000111	10.92871	6.361453	10.821258	11.247631	11.427369	11.572605	11.31093	10.917011	10.358436	7.073472	0.000567	0.006535	0.001639	0.00258	0.003393	0.004165	0.004857	0.005512	0.006127	0.006127	0.002418	0.021012	0.006326	0.009394	0.012355	0.015189	0.017917	0.020536	0.023069	0.023069	0.002367	0.025136	0.006317	0.009466	0.012584	0.015678	0.018742	0.021776	0.02478	0.02478	0.000685	0.005822	0.001629	0.002293	0.002876	0.003453	0.004021	0.0046	0.005186	0.005186	0.000691	0.007465	0.001733	0.002527	0.003358	0.004204	0.005079	0.00599	0.006931	0.006931	0.001087	0.010699	0.003043	0.004676	0.006124	0.007478	0.008684	0.009758	0.010693	0.010693	0.000682	0.006852	0.001881	0.002877	0.003756	0.004577	0.005307	0.005986	0.00661	0.00661	0.00029	0.004417	0.000813	0.001289	0.001768	0.002273	0.002796	0.003347	0.003925	0.003925	-0.000038	-0.000339	-0.000095	-0.000133	-0.000206	-0.000282	-0.000364	-0.000423	-0.000459	-0.000459	1.047499	0.837268	0.979202	0.821591	0.82188	0.820262	0.819771	0.815175	0.808997	0.800906	0.97076	0.981999	0.546632	0.831	0.520665	0.516513	0.5062	0.501313	0.492881	0.48555	0.476303	0.801511	0.983099	0.445509	0.819424	0.42694	0.418044	0.409327	0.40203	0.395262	0.38894	0.382875	0.817526	0.997199	0.742631	0.929307	0.734913	0.73272	0.730222	0.727823	0.724216	0.720101	0.714119	0.92297	1.012299	0.877236	0.95168	0.86389	0.858244	0.852916	0.848586	0.844179	0.839867	0.835426	0.944843	1.049299	0.884397	0.977997	0.86704	0.861295	0.855059	0.850443	0.8455	0.840563	0.835527	0.968622	1.063499	0.940773	0.990422	0.925014	0.91761	0.910429	0.90428	0.898099	0.891998	0.885979	0.984562	1.027799	0.891336	0.96188	0.875705	0.871874	0.867672	0.864554	0.859527	0.853751	0.847051	0.955184	1.026499	0.949352	0.991115	0.940611	0.937393	0.934391	0.932059	0.929304	0.926457	0.923455	0.986901	1.03	0.96503	1.067798	0.963761	1.004077	1.030725	1.056899	1.056298	1.046986	1.02685	1.067197	0.457888	0.469999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus11_tobus12-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.216992	5.378147	-1.881056	-1.415822	-0.798417	-0.072512	0.819747	1.831991	3.007567	4.024135	0.000168	6.686248	21.504801	9.660764	11.310636	14.366653	16.966335	20.655056	24.44211	29.048788	20.31926	4.111194	14.844932	26.846319	16.874798	19.542765	22.74831	26.550547	30.963676	35.974537	41.599789	23.455782	4.727005	4.463483	12.523747	3.90737	3.775508	4.031723	4.538542	5.235861	6.071164	7.490267	10.676615	3.693328	3.975516	12.001357	4.364855	4.870919	5.544327	6.351281	7.293092	8.357773	9.661534	10.584849	6.194126	8.175532	17.166874	9.264017	10.005726	11.00995	12.095416	13.369125	14.809916	16.476709	15.911766	8.89254	10.440413	21.957991	11.375747	12.413597	13.706985	15.194078	16.901447	18.801691	20.91708	20.111397	3.050101	3.53742	11.986753	4.160781	4.852818	5.680051	6.617827	7.691893	8.888303	10.229856	10.686952	8.282289	8.924662	14.651253	9.312023	9.744987	10.280447	10.912662	11.661935	12.527015	13.528743	13.600403	-8.773985	-9.220884	-8.001276	-9.206396	-9.093946	-9.015228	-8.958101	-8.966642	-9.006248	-9.068242	-8.084652	0.00361	0.000093	0.000459	0.000882	0.001376	0.001873	0.002437	0.002999	0.002999	0.015037	0.004212	0.006602	0.006861	0.008683	0.009521	0.01141	0.012941	0.012941	0.018031	0.00087	0.003002	0.005339	0.007715	0.010187	0.012748	0.01536	0.01536	0.002835	-0.001324	-0.001637	-0.00138	-0.000739	0.000033	0.000832	0.00159	0.00159	0.003905	-0.000007	0.000446	0.00092	0.001469	0.002036	0.002617	0.003195	0.003195	0.005453	0.000887	0.001925	0.002302	0.002889	0.003423	0.004042	0.004699	0.004699	0.006955	0.000512	0.001466	0.002301	0.003223	0.004138	0.00508	0.006009	0.006009	0.004414	0.00033	0.000969	0.001528	0.002103	0.002663	0.00324	0.003815	0.003815	0.003129	0.000204	0.000602	0.000952	0.001334	0.001732	0.002166	0.002626	0.002626	-0.000018	0.000021	0.000033	0.000155	0.000207	0.000222	0.000156	0.000071	0.000071	2.500032	1.888306	2.310438	1.837147	1.880257	1.912645	1.960513	1.991687	2.019214	2.032862	2.217482	4.172158	1.538326	6.661016	1.563971	1.625182	1.708076	1.78726	1.866828	1.934789	1.994715	6.613826	6.500052	0.635337	8.686386	0.623579	0.64419	0.665055	0.694098	0.722913	0.753156	0.780432	7.925912	6.320043	3.48884	4.734892	3.278036	3.173568	3.118405	3.062546	2.991914	2.905064	2.790051	4.506258	5.080033	4.422816	4.532469	4.483155	4.545241	4.565864	4.574108	4.567559	4.556676	4.490945	4.614733	6.500034	5.137434	5.755289	5.187416	5.160152	5.129878	5.081303	5.020817	4.959797	4.882857	5.917592	5.600035	4.312454	5.994194	4.252855	4.329907	4.401826	4.50235	4.603637	4.709408	4.797233	5.76754	5.400037	4.608031	5.314074	4.576446	4.627219	4.672919	4.734928	4.780303	4.82304	4.848749	5.244746	8.30004	7.284999	7.16222	7.179667	7.134364	7.075597	7.022177	6.955019	6.88556	6.802846	7.21237	10.000111	10.92871	5.843863	10.821258	11.247631	11.427369	11.572605	11.31093	10.917011	10.358436	6.603804	0.000567	0.006536	0.001639	0.00258	0.003393	0.004165	0.004857	0.005512	0.006127	0.006127	0.002418	0.021372	0.006326	0.009394	0.012355	0.015189	0.017917	0.020536	0.023069	0.023069	0.002367	0.02486	0.006317	0.009466	0.012584	0.015678	0.018742	0.021776	0.02478	0.02478	0.000685	0.005765	0.001629	0.002293	0.002876	0.003453	0.004021	0.0046	0.005186	0.005186	0.000691	0.007434	0.001733	0.002527	0.003358	0.004204	0.005079	0.00599	0.006931	0.006931	0.001087	0.010647	0.003043	0.004676	0.006124	0.007478	0.008684	0.009758	0.010693	0.010693	0.000682	0.006849	0.001881	0.002877	0.003756	0.004577	0.005307	0.005986	0.00661	0.00661	0.00029	0.004411	0.000813	0.001289	0.001768	0.002273	0.002796	0.003347	0.003925	0.003925	-0.000038	-0.000321	-0.000095	-0.000133	-0.000206	-0.000282	-0.000364	-0.000423	-0.000459	-0.000459	1.047499	0.837268	0.979926	0.821591	0.82188	0.820262	0.819771	0.815175	0.808997	0.800906	0.971483	0.981999	0.546632	0.836162	0.520665	0.516513	0.5062	0.501313	0.492881	0.48555	0.476303	0.808606	0.983099	0.445509	0.809017	0.42694	0.418044	0.409327	0.40203	0.395262	0.38894	0.382875	0.807308	0.997199	0.742631	0.929969	0.734913	0.73272	0.730222	0.727823	0.724216	0.720101	0.714119	0.923283	1.012299	0.877236	0.951768	0.86389	0.858244	0.852916	0.848586	0.844179	0.839867	0.835426	0.944745	1.049299	0.884397	0.977885	0.86704	0.861295	0.855059	0.850443	0.8455	0.840563	0.835527	0.968249	1.063499	0.940773	0.990114	0.925014	0.91761	0.910429	0.90428	0.898099	0.891998	0.885979	0.984148	1.027799	0.891336	0.962192	0.875705	0.871874	0.867672	0.864554	0.859527	0.853751	0.847051	0.955488	1.026499	0.949352	0.991184	0.940611	0.937393	0.934391	0.932059	0.929304	0.926457	0.923455	0.986936	1.03	0.96503	1.067393	0.963761	1.004077	1.030725	1.056899	1.056298	1.046986	1.02685	1.0671	0.426023	0.439999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus12_tobus13-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.367427	1.806894	-2.12958	-1.824684	-1.425112	-0.957152	-0.388398	0.260186	0.99991	1.068927	0.000168	2.006006	8.568123	3.019042	3.649017	4.65614	5.57236	6.758811	7.996766	9.419773	8.117892	4.111194	7.342902	14.551421	8.08952	9.028307	10.196482	11.544776	13.12898	14.901548	16.87615	13.026978	4.727005	5.985716	11.092376	6.503953	6.975188	7.593023	8.285944	9.112617	10.044432	11.100352	10.228145	3.693328	4.206006	10.181296	4.649034	5.148629	5.775079	6.506359	7.364573	8.340136	9.43866	9.185269	6.194126	7.227244	12.400905	7.839299	8.303435	8.902603	9.563023	10.338847	11.224357	12.228763	11.683533	8.89254	9.706432	16.174437	10.226933	10.809651	11.53756	12.380001	13.356676	14.453487	15.668577	15.129173	3.050101	3.328724	7.909468	3.663689	4.045616	4.511442	5.048308	5.672808	6.379047	7.172841	7.178041	8.282289	8.621095	11.786091	8.840966	9.087904	9.396575	9.763576	10.204007	10.718599	11.315228	11.19515	-8.773985	-8.954581	-8.205422	-8.930975	-8.863861	-8.799945	-8.737068	-8.691795	-8.649652	-8.60557	-8.291036	0.002314	0.000124	0.000368	0.000629	0.000934	0.001242	0.00159	0.001943	0.001943	0.004866	0.001301	0.002148	0.00234	0.002921	0.003251	0.003812	0.004291	0.004291	0.006408	0.00041	0.001172	0.001965	0.002826	0.00368	0.004594	0.005497	0.005497	0.003413	0.000323	0.000842	0.001177	0.001598	0.002	0.002457	0.002921	0.002921	0.003525	0.000248	0.000699	0.001102	0.001552	0.00201	0.002501	0.003005	0.003005	0.003299	0.000502	0.001085	0.001351	0.001707	0.002044	0.002431	0.002848	0.002848	0.003981	0.000314	0.000838	0.001303	0.001819	0.00234	0.002885	0.003433	0.003433	0.002571	0.000196	0.000535	0.000843	0.001171	0.0015	0.001848	0.002203	0.002203	0.001847	0.00013	0.000352	0.00055	0.00077	0.001002	0.001261	0.001542	0.001542	0.000198	0.000023	0.000044	0.000111	0.000157	0.000191	0.000195	0.000195	0.000195	2.500032	2.192008	2.42102	2.146487	2.154879	2.157938	2.170855	2.176179	2.180902	2.181997	2.361117	4.172158	3.195951	4.879148	3.266835	3.304815	3.380983	3.433517	3.499799	3.553683	3.612095	4.967999	6.500052	3.727228	7.782638	3.685141	3.763337	3.840678	3.955674	4.070775	4.199257	4.328575	7.357852	6.320043	5.550298	6.154535	5.533087	5.514689	5.504452	5.491909	5.47533	5.456074	5.433768	6.127217	5.080033	4.577457	5.021157	4.523646	4.520304	4.512701	4.517925	4.521685	4.530056	4.538701	4.94425	6.500034	5.792783	6.065609	5.790577	5.753172	5.711399	5.662508	5.603299	5.544451	5.484965	6.140704	5.600035	4.922701	5.834035	4.85764	4.881915	4.909038	4.957525	5.007826	5.062127	5.114289	5.687446	5.400037	5.002992	5.360717	4.967083	4.977461	4.984251	5.001368	5.010887	5.020858	5.026985	5.308987	8.30004	7.787872	7.663683	7.707139	7.661306	7.605522	7.552221	7.48865	7.422053	7.350598	7.684516	10.000111	10.379702	7.792953	10.26269	10.343544	10.303083	10.236411	9.986474	9.666708	9.264472	8.164942	0.000265	0.003769	0.000812	0.001326	0.00179	0.002252	0.002686	0.003116	0.003536	0.003536	0.000998	0.006922	0.002412	0.003439	0.004435	0.005313	0.006138	0.006871	0.007543	0.007543	0.001083	0.010896	0.002963	0.004481	0.00592	0.007311	0.008623	0.009868	0.011034	0.011034	0.000404	0.005278	0.001167	0.001855	0.00251	0.003171	0.003812	0.004441	0.005051	0.005051	0.000342	0.004289	0.000888	0.001327	0.001798	0.002293	0.002817	0.003378	0.003971	0.003971	0.000539	0.006039	0.001579	0.002499	0.003331	0.004121	0.004835	0.00548	0.006052	0.006052	0.000322	0.003919	0.00093	0.001466	0.001958	0.00244	0.002892	0.003333	0.003758	0.003758	0.000138	0.002524	0.000405	0.000662	0.000929	0.00122	0.001532	0.001869	0.002234	0.002234	-0.000017	0.000026	-0.00004	-0.00005	-0.000069	-0.000083	-0.000094	-0.000087	-0.000062	-0.000062	1.047499	0.950683	1.018539	0.942112	0.941737	0.940521	0.939986	0.937447	0.934118	0.929777	1.013967	0.981999	0.796474	0.926228	0.781049	0.778544	0.772999	0.770341	0.765634	0.761242	0.755855	0.912234	0.983099	0.735487	0.909955	0.722587	0.716966	0.710775	0.70532	0.699086	0.692578	0.685553	0.906657	0.997199	0.875651	0.966258	0.869632	0.867038	0.864682	0.86259	0.859768	0.856654	0.853081	0.962143	1.012299	0.948501	0.982458	0.941283	0.938003	0.934922	0.932341	0.929614	0.926876	0.924035	0.978924	1.049299	0.971205	1.016754	0.961913	0.958849	0.955588	0.953172	0.950511	0.947796	0.944915	1.011392	1.063499	1.005509	1.029754	0.997379	0.993614	0.989976	0.986889	0.983726	0.980589	0.977411	1.026454	1.027799	0.964916	0.998656	0.956857	0.954725	0.952462	0.950796	0.948187	0.945198	0.941695	0.995041	1.026499	0.990775	1.011383	0.986376	0.984816	0.98338	0.982305	0.980996	0.979627	0.978127	1.009107	1.03	1.001715	1.048501	1.00062	1.017746	1.029268	1.040874	1.040861	1.036963	1.028133	1.048084	0.19338	0.409999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus13_tobus10-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.333926	4.615596	-2.009984	-1.54985	-0.938761	-0.21883	0.663761	1.665267	2.825411	3.33252	0.000168	4.758076	18.632883	7.087827	8.382824	10.712541	12.724099	15.522168	18.424629	21.908827	17.430445	4.111194	14.409427	28.377371	16.434423	19.011732	22.144598	25.829048	30.143435	35.040543	40.557358	24.84763	4.727005	3.489906	10.440598	2.7181	2.465732	2.636575	3.073574	3.711777	4.496755	5.855025	8.727365	3.693328	3.763178	10.899192	4.110942	4.574093	5.20225	5.957804	6.842219	7.844639	9.076004	9.633654	6.194126	8.282668	16.697779	9.439653	10.209856	11.261242	12.388619	13.70888	15.197904	16.912626	15.568979	8.89254	10.525077	21.939556	11.518538	12.615802	13.982451	15.550246	17.346149	19.341152	21.553196	20.124664	3.050101	3.503755	11.54046	4.131636	4.826705	5.658675	6.601521	7.679952	8.879957	10.221895	10.301426	8.282289	8.928252	14.457717	9.32427	9.766138	10.312255	10.956046	11.717228	12.594589	13.607411	13.435621	-8.773985	-9.217953	-8.077151	-9.201337	-9.096887	-9.020264	-8.9626	-8.962965	-8.990198	-9.035344	-8.159288	0.003565	0.000076	0.000432	0.000856	0.00135	0.001845	0.002406	0.002963	0.002963	0.011474	0.003215	0.005108	0.00533	0.006694	0.007348	0.00875	0.009922	0.009922	0.017645	0.000962	0.003066	0.005282	0.007588	0.009955	0.01246	0.015013	0.015013	0.002476	-0.001803	-0.002246	-0.001976	-0.001285	-0.000458	0.000395	0.001205	0.001205	0.003656	-0.000098	0.000329	0.000783	0.001314	0.00186	0.002419	0.002974	0.002974	0.005648	0.000941	0.002045	0.002425	0.003036	0.003581	0.004214	0.004884	0.004884	0.007305	0.000534	0.001551	0.002433	0.003406	0.004369	0.005356	0.006326	0.006326	0.004426	0.000327	0.000972	0.001534	0.002113	0.002676	0.003255	0.00383	0.00383	0.003174	0.000205	0.000612	0.00097	0.00136	0.001765	0.002205	0.002669	0.002669	0.000015	0.000023	0.000036	0.000148	0.0002	0.000217	0.000162	0.00009	0.00009	2.500032	1.900688	2.457358	1.846522	1.88596	1.914858	1.959944	1.990333	2.018101	2.033599	2.358738	4.172158	2.100545	5.619171	2.130464	2.188688	2.274554	2.351541	2.430492	2.495871	2.555226	5.665503	6.500052	0.741214	8.086348	0.714144	0.741176	0.762053	0.798169	0.827566	0.859032	0.884331	7.363391	6.320043	2.973682	4.401099	2.780794	2.683374	2.625697	2.568176	2.502033	2.424518	2.327638	4.173201	5.080033	4.469762	4.821737	4.540306	4.60337	4.620298	4.623163	4.610109	4.591393	4.521477	4.900652	6.500034	5.048918	6.125033	5.105825	5.080333	5.053856	5.00903	4.954482	4.899758	4.832181	6.283227	5.600035	4.232451	6.379734	4.174671	4.257933	4.335227	4.44304	4.55309	4.668468	4.768365	6.108916	5.400037	4.606539	5.536416	4.574249	4.623067	4.667282	4.728438	4.775135	4.820112	4.849951	5.454248	8.30004	7.255847	7.391341	7.150761	7.106009	7.048388	6.997117	6.933875	6.869211	6.793173	7.420175	10.000111	10.988547	6.143548	10.868028	11.222658	11.345671	11.43452	11.150041	10.742331	10.180983	6.86566	0.000553	0.006345	0.001604	0.002534	0.003342	0.004114	0.004809	0.005467	0.006083	0.006083	0.001934	0.016797	0.004997	0.007393	0.009691	0.01186	0.013931	0.015896	0.017782	0.017782	0.002311	0.024636	0.006195	0.009299	0.012364	0.015407	0.018413	0.021392	0.02434	0.02434	0.000675	0.005083	0.001539	0.002129	0.002643	0.003159	0.003675	0.004209	0.004762	0.004762	0.00074	0.007635	0.001848	0.002691	0.00357	0.00446	0.005378	0.006326	0.007301	0.007301	0.001162	0.010932	0.003237	0.004962	0.006491	0.007919	0.009188	0.010314	0.011289	0.011289	0.000684	0.006693	0.001885	0.002884	0.003769	0.004598	0.005336	0.006021	0.006646	0.006646	0.000299	0.004427	0.000838	0.001324	0.001816	0.002331	0.002864	0.003422	0.004005	0.004005	-0.00004	-0.000303	-0.000101	-0.000141	-0.000211	-0.000281	-0.000355	-0.000405	-0.000432	-0.000432	1.047499	0.832317	0.97774	0.81625	0.815787	0.813574	0.812603	0.807948	0.801903	0.794162	0.969222	0.981999	0.610219	0.853437	0.585256	0.581515	0.572072	0.567579	0.559516	0.552165	0.542962	0.831006	0.983099	0.452557	0.815456	0.43387	0.425293	0.416675	0.409468	0.402519	0.395914	0.389437	0.813782	0.997199	0.720645	0.928296	0.71294	0.710468	0.707527	0.704823	0.701159	0.697087	0.691575	0.921137	1.012299	0.864988	0.947572	0.850774	0.844612	0.83877	0.834066	0.829456	0.825046	0.820711	0.939808	1.049299	0.869519	0.970824	0.851101	0.844805	0.837967	0.832899	0.827635	0.822479	0.817348	0.960182	1.063499	0.929627	0.981706	0.912789	0.904712	0.896863	0.890134	0.883482	0.876979	0.870652	0.975558	1.027799	0.887302	0.959549	0.871241	0.866853	0.862174	0.858655	0.853478	0.847685	0.841113	0.952653	1.026499	0.945252	0.988135	0.936128	0.932571	0.929267	0.926677	0.923771	0.920837	0.917822	0.983809	1.03	0.971222	1.063512	0.969756	1.00599	1.030069	1.053886	1.053488	1.045146	1.026873	1.063301	0.412686	0.439999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus13_tobus14-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.333926	4.444412	-2.009984	-1.54985	-0.938761	-0.21883	0.663761	1.665267	2.825411	3.175745	0.000168	4.758076	18.974079	7.087827	8.382824	10.712541	12.724099	15.522168	18.424629	21.908827	17.707235	4.111194	14.409427	29.092644	16.434423	19.011732	22.144598	25.829048	30.143435	35.040543	40.557358	25.490789	4.727005	3.489906	10.064907	2.7181	2.465732	2.636575	3.073574	3.711777	4.496755	5.855025	8.380398	3.693328	3.763178	10.709225	4.110942	4.574093	5.20225	5.957804	6.842219	7.844639	9.076004	9.467192	6.194126	8.282668	16.469393	9.439653	10.209856	11.261242	12.388619	13.70888	15.197904	16.912626	15.372471	8.89254	10.525077	21.775444	11.518538	12.615802	13.982451	15.550246	17.346149	19.341152	21.553196	19.982952	3.050101	3.503755	11.423575	4.131636	4.826705	5.658675	6.601521	7.679952	8.879957	10.221895	10.197492	8.282289	8.928252	14.381266	9.32427	9.766138	10.312255	10.956046	11.717228	12.594589	13.607411	13.368197	-8.773985	-9.217953	-8.073442	-9.201337	-9.096887	-9.020264	-8.9626	-8.962965	-8.990198	-9.035344	-8.155992	0.003565	0.000076	0.000432	0.000856	0.00135	0.001845	0.002406	0.002963	0.002963	0.011474	0.003215	0.005108	0.00533	0.006694	0.007348	0.00875	0.009922	0.009922	0.017645	0.000962	0.003066	0.005282	0.007588	0.009955	0.01246	0.015013	0.015013	0.002476	-0.001803	-0.002246	-0.001976	-0.001285	-0.000458	0.000395	0.001205	0.001205	0.003656	-0.000098	0.000329	0.000783	0.001314	0.00186	0.002419	0.002974	0.002974	0.005648	0.000941	0.002045	0.002425	0.003036	0.003581	0.004214	0.004884	0.004884	0.007305	0.000534	0.001551	0.002433	0.003406	0.004369	0.005356	0.006326	0.006326	0.004426	0.000327	0.000972	0.001534	0.002113	0.002676	0.003255	0.00383	0.00383	0.003174	0.000205	0.000612	0.00097	0.00136	0.001765	0.002205	0.002669	0.002669	0.000015	0.000023	0.000036	0.000148	0.0002	0.000217	0.000162	0.00009	0.00009	2.500032	1.900688	2.495537	1.846522	1.88596	1.914858	1.959944	1.990333	2.018101	2.033599	2.396629	4.172158	2.100545	5.502033	2.130464	2.188688	2.274554	2.351541	2.430492	2.495871	2.555226	5.548997	6.500052	0.741214	7.839972	0.714144	0.741176	0.762053	0.798169	0.827566	0.859032	0.884331	7.129126	6.320043	2.973682	4.40371	2.780794	2.683374	2.625697	2.568176	2.502033	2.424518	2.327638	4.175213	5.080033	4.469762	4.907688	4.540306	4.60337	4.620298	4.623163	4.610109	4.591393	4.521477	4.982591	6.500034	5.048918	6.211126	5.105825	5.080333	5.053856	5.00903	4.954482	4.899758	4.832181	6.368209	5.600035	4.232451	6.456602	4.174671	4.257933	4.335227	4.44304	4.55309	4.668468	4.768365	6.181016	5.400037	4.606539	5.587957	4.574249	4.623067	4.667282	4.728438	4.775135	4.820112	4.849951	5.503979	8.30004	7.255847	7.447072	7.150761	7.106009	7.048388	6.997117	6.933875	6.869211	6.793173	7.472415	10.000111	10.988547	6.126808	10.868028	11.222658	11.345671	11.43452	11.150041	10.742331	10.180983	6.850622	0.000553	0.006306	0.001604	0.002534	0.003342	0.004114	0.004809	0.005467	0.006083	0.006083	0.001934	0.016902	0.004997	0.007393	0.009691	0.01186	0.013931	0.015896	0.017782	0.017782	0.002311	0.024731	0.006195	0.009299	0.012364	0.015407	0.018413	0.021392	0.02434	0.02434	0.000675	0.005009	0.001539	0.002129	0.002643	0.003159	0.003675	0.004209	0.004762	0.004762	0.00074	0.007595	0.001848	0.002691	0.00357	0.00446	0.005378	0.006326	0.007301	0.007301	0.001162	0.010867	0.003237	0.004962	0.006491	0.007919	0.009188	0.010314	0.011289	0.011289	0.000684	0.006648	0.001885	0.002884	0.003769	0.004598	0.005336	0.006021	0.006646	0.006646	0.000299	0.004411	0.000838	0.001324	0.001816	0.002331	0.002864	0.003422	0.004005	0.004005	-0.00004	-0.000302	-0.000101	-0.000141	-0.000211	-0.000281	-0.000355	-0.000405	-0.000432	-0.000432	1.047499	0.832317	0.97765	0.81625	0.815787	0.813574	0.812603	0.807948	0.801903	0.794162	0.969142	0.981999	0.610219	0.851533	0.585256	0.581515	0.572072	0.567579	0.559516	0.552165	0.542962	0.829668	0.983099	0.452557	0.813743	0.43387	0.425293	0.416675	0.409468	0.402519	0.395914	0.389437	0.811897	0.997199	0.720645	0.928848	0.71294	0.710468	0.707527	0.704823	0.701159	0.697087	0.691575	0.921585	1.012299	0.864988	0.947501	0.850774	0.844612	0.83877	0.834066	0.829456	0.825046	0.820711	0.93966	1.049299	0.869519	0.970454	0.851101	0.844805	0.837967	0.832899	0.827635	0.822479	0.817348	0.959661	1.063499	0.929627	0.981126	0.912789	0.904712	0.896863	0.890134	0.883482	0.876979	0.870652	0.974976	1.027799	0.887302	0.95938	0.871241	0.866853	0.862174	0.858655	0.853478	0.847685	0.841113	0.952473	1.026499	0.945252	0.98785	0.936128	0.932571	0.929267	0.926677	0.923771	0.920837	0.917822	0.983528	1.03	0.971222	1.063217	0.969756	1.00599	1.030069	1.053886	1.053488	1.045146	1.026873	1.063043	0.416937	0.439999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus14_tobus13-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-1.733537	6.116851	-1.289044	-0.661089	0.151988	1.113005	2.27977	3.606407	5.134299	4.566126	0.000168	5.28533	19.544342	7.679905	9.105965	11.552664	13.745083	16.725359	19.866451	23.602905	18.20484	4.111194	12.157446	27.009005	13.858768	15.939154	18.527342	21.537748	25.115448	29.176195	33.778881	23.747458	4.727005	1.710716	9.373889	0.436576	-0.020298	0.105798	0.607144	1.392274	2.400585	4.211336	7.420373	3.693328	3.679829	11.707796	4.070336	4.622166	5.384147	6.313044	7.408825	8.663754	10.217914	10.253844	6.194126	9.324139	19.308786	10.883101	11.9323	13.370941	14.91104	16.712906	18.743145	21.072502	17.962784	8.89254	11.263601	25.723564	12.594235	14.083709	15.937839	18.074533	20.525635	23.259226	26.292921	23.383884	3.050101	3.944972	13.783804	4.771342	5.704235	6.819401	8.09051	9.543356	11.161847	12.965031	12.225082	8.282289	9.241485	15.969413	9.747622	10.322375	11.029569	11.865392	12.850357	13.985196	15.290601	14.698721	-8.773985	-9.128822	-7.813257	-9.101569	-8.979159	-8.879154	-8.79209	-8.754848	-8.736449	-8.727186	-7.954981	0.004724	0.000097	0.000587	0.001167	0.001816	0.002475	0.003206	0.00394	0.00394	0.012263	0.003147	0.005132	0.0055	0.006956	0.007755	0.009266	0.010585	0.010585	0.014643	0.000917	0.002657	0.0044	0.006296	0.008206	0.010296	0.012422	0.012422	0.002973	-0.003092	-0.003794	-0.003374	-0.002385	-0.001208	0.000003	0.001169	0.001169	0.004532	-0.000259	0.000258	0.000832	0.001506	0.002205	0.002922	0.003644	0.003644	0.007686	0.001244	0.002737	0.003267	0.004115	0.004869	0.005737	0.006653	0.006653	0.009977	0.000689	0.002057	0.003266	0.004596	0.00592	0.007277	0.008621	0.008621	0.005948	0.000412	0.001266	0.002029	0.002812	0.003581	0.004367	0.005148	0.005148	0.0041	0.00025	0.000773	0.001245	0.001752	0.002282	0.002851	0.003452	0.003452	0.000173	0.000024	0.00005	0.000179	0.00025	0.000288	0.000259	0.000216	0.000216	2.500032	1.693268	2.675404	1.645066	1.691301	1.727774	1.781678	1.821558	1.858914	1.883827	2.541841	4.172158	1.984473	5.74571	2.032073	2.089589	2.181225	2.257876	2.336795	2.398972	2.454718	5.768188	6.500052	1.501313	7.350719	1.441195	1.487998	1.519275	1.581348	1.627283	1.677921	1.716927	6.72178	6.320043	1.688764	3.271743	1.54022	1.449817	1.387741	1.329163	1.269848	1.208155	1.143382	3.048603	5.080033	4.35713	5.108254	4.447331	4.511562	4.520098	4.51002	4.482106	4.446105	4.352176	5.181463	6.500034	4.532643	6.408949	4.601962	4.563172	4.528528	4.469423	4.40355	4.335827	4.25666	6.583975	5.600035	3.768416	6.955026	3.706023	3.800628	3.88722	4.008988	4.136115	4.270459	4.391389	6.562729	5.400037	4.310688	5.921857	4.283057	4.342323	4.400926	4.479598	4.546149	4.61154	4.661906	5.779541	8.30004	6.922171	7.385234	6.803676	6.746036	6.675511	6.610913	6.535422	6.458388	6.370319	7.402426	10.000111	10.659923	5.80515	10.514389	10.826567	10.900075	10.930904	10.587431	10.119055	9.499754	6.595851	0.000774	0.008198	0.002179	0.00338	0.004448	0.005467	0.006395	0.007271	0.008091	0.008091	0.002066	0.017687	0.005293	0.007794	0.010209	0.012483	0.014663	0.016737	0.018736	0.018736	0.00198	0.021486	0.00536	0.008084	0.010745	0.013383	0.015967	0.01852	0.021032	0.021032	0.00085	0.005991	0.001856	0.002543	0.003162	0.003799	0.004452	0.005141	0.005869	0.005869	0.001003	0.010187	0.002505	0.003655	0.004856	0.006069	0.007319	0.008602	0.009919	0.009919	0.001581	0.014723	0.004351	0.006634	0.008695	0.010641	0.012406	0.014001	0.015418	0.015418	0.000957	0.00886	0.002599	0.003941	0.00515	0.006281	0.007296	0.008231	0.00908	0.00908	0.000401	0.005673	0.001109	0.00174	0.002379	0.003047	0.003737	0.004457	0.005206	0.005206	-0.000028	-0.000098	-0.000068	-0.00009	-0.000139	-0.000186	-0.000233	-0.000254	-0.000248	-0.000248	1.047499	0.794321	0.966105	0.776117	0.774464	0.771033	0.769001	0.763427	0.756533	0.748063	0.956285	0.981999	0.633983	0.858739	0.609396	0.605727	0.596596	0.592147	0.584146	0.576674	0.567383	0.836428	0.983099	0.549463	0.842272	0.530886	0.522897	0.514407	0.507165	0.499422	0.491652	0.48359	0.838305	0.997199	0.652655	0.917546	0.643616	0.639395	0.634855	0.630762	0.626082	0.621259	0.615951	0.90856	1.012299	0.828013	0.933259	0.81059	0.802415	0.794762	0.788598	0.782874	0.777604	0.773011	0.923362	1.049299	0.82543	0.951371	0.803562	0.795619	0.787043	0.780655	0.774326	0.768318	0.762654	0.938217	1.063499	0.896992	0.958603	0.876742	0.866617	0.856805	0.848349	0.840197	0.832327	0.824873	0.952011	1.027799	0.861556	0.946552	0.842981	0.837138	0.831053	0.826294	0.820032	0.813247	0.805813	0.938461	1.026499	0.92896	0.980363	0.918308	0.913818	0.909682	0.906387	0.902927	0.899542	0.896213	0.975245	1.03	0.969796	1.064925	0.968136	1.005056	1.029595	1.053933	1.053538	1.045014	1.026297	1.06465	0.40103	0.429999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus14_tobus15-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-1.733537	6.71152	-1.289044	-0.661089	0.151988	1.113005	2.27977	3.606407	5.134299	5.116764	0.000168	5.28533	19.339369	7.679905	9.105965	11.552664	13.745083	16.725359	19.866451	23.602905	18.045973	4.111194	12.157446	25.174776	13.858768	15.939154	18.527342	21.537748	25.115448	29.176195	33.778881	22.068531	4.727005	1.710716	9.637899	0.436576	-0.020298	0.105798	0.607144	1.392274	2.400585	4.211336	7.654117	3.693328	3.679829	11.835299	4.070336	4.622166	5.384147	6.313044	7.408825	8.663754	10.217914	10.363258	6.194126	9.324139	19.427197	10.883101	11.9323	13.370941	14.91104	16.712906	18.743145	21.072502	18.066738	8.89254	11.263601	25.795397	12.594235	14.083709	15.937839	18.074533	20.525635	23.259226	26.292921	23.447756	3.050101	3.944972	14.139575	4.771342	5.704235	6.819401	8.09051	9.543356	11.161847	12.965031	12.545025	8.282289	9.241485	16.115908	9.747622	10.322375	11.029569	11.865392	12.850357	13.985196	15.290601	14.828423	-8.773985	-9.128822	-7.775907	-9.101569	-8.979159	-8.879154	-8.79209	-8.754848	-8.736449	-8.727186	-7.917792	0.004724	0.000097	0.000587	0.001167	0.001816	0.002475	0.003206	0.00394	0.00394	0.012263	0.003147	0.005132	0.0055	0.006956	0.007755	0.009266	0.010585	0.010585	0.014643	0.000917	0.002657	0.0044	0.006296	0.008206	0.010296	0.012422	0.012422	0.002973	-0.003092	-0.003794	-0.003374	-0.002385	-0.001208	0.000003	0.001169	0.001169	0.004532	-0.000259	0.000258	0.000832	0.001506	0.002205	0.002922	0.003644	0.003644	0.007686	0.001244	0.002737	0.003267	0.004115	0.004869	0.005737	0.006653	0.006653	0.009977	0.000689	0.002057	0.003266	0.004596	0.00592	0.007277	0.008621	0.008621	0.005948	0.000412	0.001266	0.002029	0.002812	0.003581	0.004367	0.005148	0.005148	0.0041	0.00025	0.000773	0.001245	0.001752	0.002282	0.002851	0.003452	0.003452	0.000173	0.000024	0.00005	0.000179	0.00025	0.000288	0.000259	0.000216	0.000216	2.500032	1.693268	2.54739	1.645066	1.691301	1.727774	1.781678	1.821558	1.858914	1.883827	2.413833	4.172158	1.984473	5.810576	2.032073	2.089589	2.181225	2.257876	2.336795	2.398972	2.454718	5.824194	6.500052	1.501313	7.917397	1.441195	1.487998	1.519275	1.581348	1.627283	1.677921	1.716927	7.277488	6.320043	1.688764	3.287781	1.54022	1.449817	1.387741	1.329163	1.269848	1.208155	1.143382	3.062448	5.080033	4.35713	5.063586	4.447331	4.511562	4.520098	4.51002	4.482106	4.446105	4.352176	5.14231	6.500034	4.532643	6.379737	4.601962	4.563172	4.528528	4.469423	4.40355	4.335827	4.25666	6.561115	5.600035	3.768416	6.938843	3.706023	3.800628	3.88722	4.008988	4.136115	4.270459	4.391389	6.546894	5.400037	4.310688	5.770328	4.283057	4.342323	4.400926	4.479598	4.546149	4.61154	4.661906	5.632241	8.30004	6.922171	7.283962	6.803676	6.746036	6.675511	6.610913	6.535422	6.458388	6.370319	7.307783	10.000111	10.659923	5.651954	10.514389	10.826567	10.900075	10.930904	10.587431	10.119055	9.499754	6.443318	0.000774	0.00833	0.002179	0.00338	0.004448	0.005467	0.006395	0.007271	0.008091	0.008091	0.002066	0.017636	0.005293	0.007794	0.010209	0.012483	0.014663	0.016737	0.018736	0.018736	0.00198	0.021261	0.00536	0.008084	0.010745	0.013383	0.015967	0.01852	0.021032	0.021032	0.00085	0.006026	0.001856	0.002543	0.003162	0.003799	0.004452	0.005141	0.005869	0.005869	0.001003	0.010198	0.002505	0.003655	0.004856	0.006069	0.007319	0.008602	0.009919	0.009919	0.001581	0.014737	0.004351	0.006634	0.008695	0.010641	0.012406	0.014001	0.015418	0.015418	0.000957	0.008993	0.002599	0.003941	0.00515	0.006281	0.007296	0.008231	0.00908	0.00908	0.000401	0.005702	0.001109	0.00174	0.002379	0.003047	0.003737	0.004457	0.005206	0.005206	-0.000028	-0.000093	-0.000068	-0.00009	-0.000139	-0.000186	-0.000233	-0.000254	-0.000248	-0.000248	1.047499	0.794321	0.966677	0.776117	0.774464	0.771033	0.769001	0.763427	0.756533	0.748063	0.956887	0.981999	0.633983	0.857887	0.609396	0.605727	0.596596	0.592147	0.584146	0.576674	0.567383	0.835485	0.983099	0.549463	0.835261	0.530886	0.522897	0.514407	0.507165	0.499422	0.491652	0.48359	0.832117	0.997199	0.652655	0.92204	0.643616	0.639395	0.634855	0.630762	0.626082	0.621259	0.615951	0.912701	1.012299	0.828013	0.935931	0.81059	0.802415	0.794762	0.788598	0.782874	0.777604	0.773011	0.925753	1.049299	0.82543	0.954862	0.803562	0.795619	0.787043	0.780655	0.774326	0.768318	0.762654	0.941358	1.063499	0.896992	0.961415	0.876742	0.866617	0.856805	0.848349	0.840197	0.832327	0.824873	0.954462	1.027799	0.861556	0.94716	0.842981	0.837138	0.831053	0.826294	0.820032	0.813247	0.805813	0.93913	1.026499	0.92896	0.981551	0.918308	0.913818	0.909682	0.906387	0.902927	0.899542	0.896213	0.976362	1.03	0.969796	1.064707	0.968136	1.005056	1.029595	1.053933	1.053538	1.045014	1.026297	1.064453	0.384201	0.419999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus14_tobus4-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-1.733537	6.384803	-1.289044	-0.661089	0.151988	1.113005	2.27977	3.606407	5.134299	4.817275	0.000168	5.28533	18.454521	7.679905	9.105965	11.552664	13.745083	16.725359	19.866451	23.602905	17.295935	4.111194	12.157446	24.81431	13.858768	15.939154	18.527342	21.537748	25.115448	29.176195	33.778881	21.738817	4.727005	1.710716	11.055072	0.436576	-0.020298	0.105798	0.607144	1.392274	2.400585	4.211336	8.988647	3.693328	3.679829	12.554999	4.070336	4.622166	5.384147	6.313044	7.408825	8.663754	10.217914	11.006178	6.194126	9.324139	20.286903	10.883101	11.9323	13.370941	14.91104	16.712906	18.743145	21.072502	18.819897	8.89254	11.263601	26.409065	12.594235	14.083709	15.937839	18.074533	20.525635	23.259226	26.292921	23.986616	3.050101	3.944972	14.002046	4.771342	5.704235	6.819401	8.09051	9.543356	11.161847	12.965031	12.423106	8.282289	9.241485	16.201008	9.747622	10.322375	11.029569	11.865392	12.850357	13.985196	15.290601	14.905711	-8.773985	-9.128822	-7.871762	-9.101569	-8.979159	-8.879154	-8.79209	-8.754848	-8.736449	-8.727186	-8.009315	0.004724	0.000097	0.000587	0.001167	0.001816	0.002475	0.003206	0.00394	0.00394	0.012263	0.003147	0.005132	0.0055	0.006956	0.007755	0.009266	0.010585	0.010585	0.014643	0.000917	0.002657	0.0044	0.006296	0.008206	0.010296	0.012422	0.012422	0.002973	-0.003092	-0.003794	-0.003374	-0.002385	-0.001208	0.000003	0.001169	0.001169	0.004532	-0.000259	0.000258	0.000832	0.001506	0.002205	0.002922	0.003644	0.003644	0.007686	0.001244	0.002737	0.003267	0.004115	0.004869	0.005737	0.006653	0.006653	0.009977	0.000689	0.002057	0.003266	0.004596	0.00592	0.007277	0.008621	0.008621	0.005948	0.000412	0.001266	0.002029	0.002812	0.003581	0.004367	0.005148	0.005148	0.0041	0.00025	0.000773	0.001245	0.001752	0.002282	0.002851	0.003452	0.003452	0.000173	0.000024	0.00005	0.000179	0.00025	0.000288	0.000259	0.000216	0.000216	2.500032	1.693268	2.61776	1.645066	1.691301	1.727774	1.781678	1.821558	1.858914	1.883827	2.483279	4.172158	1.984473	6.103511	2.032073	2.089589	2.181225	2.257876	2.336795	2.398972	2.454718	6.120718	6.500052	1.501313	8.097525	1.441195	1.487998	1.519275	1.581348	1.627283	1.677921	1.716927	7.44486	6.320043	1.688764	3.283626	1.54022	1.449817	1.387741	1.329163	1.269848	1.208155	1.143382	3.060797	5.080033	4.35713	4.74944	4.447331	4.511562	4.520098	4.51002	4.482106	4.446105	4.352176	4.839514	6.500034	4.532643	6.070248	4.601962	4.563172	4.528528	4.469423	4.40355	4.335827	4.25666	6.254793	5.600035	3.768416	6.668846	3.706023	3.800628	3.88722	4.008988	4.136115	4.270459	4.391389	6.290458	5.400037	4.310688	5.832538	4.283057	4.342323	4.400926	4.479598	4.546149	4.61154	4.661906	5.692058	8.30004	6.922171	7.22366	6.803676	6.746036	6.675511	6.610913	6.535422	6.458388	6.370319	7.249916	10.000111	10.659923	6.046443	10.514389	10.826567	10.900075	10.930904	10.587431	10.119055	9.499754	6.819704	0.000774	0.008258	0.002179	0.00338	0.004448	0.005467	0.006395	0.007271	0.008091	0.008091	0.002066	0.01737	0.005293	0.007794	0.010209	0.012483	0.014663	0.016737	0.018736	0.018736	0.00198	0.021193	0.00536	0.008084	0.010745	0.013383	0.015967	0.01852	0.021032	0.021032	0.00085	0.006298	0.001856	0.002543	0.003162	0.003799	0.004452	0.005141	0.005869	0.005869	0.001003	0.010341	0.002505	0.003655	0.004856	0.006069	0.007319	0.008602	0.009919	0.009919	0.001581	0.014969	0.004351	0.006634	0.008695	0.010641	0.012406	0.014001	0.015418	0.015418	0.000957	0.008939	0.002599	0.003941	0.00515	0.006281	0.007296	0.008231	0.00908	0.00908	0.000401	0.00572	0.001109	0.00174	0.002379	0.003047	0.003737	0.004457	0.005206	0.005206	-0.000028	-0.000107	-0.000068	-0.00009	-0.000139	-0.000186	-0.000233	-0.000254	-0.000248	-0.000248	1.047499	0.794321	0.966329	0.776117	0.774464	0.771033	0.769001	0.763427	0.756533	0.748063	0.956472	0.981999	0.633983	0.859376	0.609396	0.605727	0.596596	0.592147	0.584146	0.576674	0.567383	0.835763	0.983099	0.549463	0.841261	0.530886	0.522897	0.514407	0.507165	0.499422	0.491652	0.48359	0.837654	0.997199	0.652655	0.920866	0.643616	0.639395	0.634855	0.630762	0.626082	0.621259	0.615951	0.912188	1.012299	0.828013	0.93674	0.81059	0.802415	0.794762	0.788598	0.782874	0.777604	0.773011	0.926991	1.049299	0.82543	0.957107	0.803562	0.795619	0.787043	0.780655	0.774326	0.768318	0.762654	0.944322	1.063499	0.896992	0.964402	0.876742	0.866617	0.856805	0.848349	0.840197	0.832327	0.824873	0.957509	1.027799	0.861556	0.94762	0.842981	0.837138	0.831053	0.826294	0.820032	0.813247	0.805813	0.939476	1.026499	0.92896	0.98201	0.918308	0.913818	0.909682	0.906387	0.902927	0.899542	0.896213	0.976847	1.03	0.969796	1.065478	0.968136	1.005056	1.029595	1.053933	1.053538	1.045014	1.026297	1.06508	0.391816	0.429999
circuit_short	psse3304_IEEE39_le100.0_zip20.0-30.0-50.0_rr0.0_hi0.2-circuit_short-frmbus15_tobus16-All_30s.xlsx	100	20	30	50	0.2	-2.6366	-2.071244	6.418976	-1.610821	-0.955361	-0.115149	0.881898	2.083987	3.456044	5.032432	4.781329	0.000168	2.475923	10.767681	3.760421	4.574612	5.869661	7.083201	8.661552	10.357858	12.331573	9.929693	4.111194	7.576066	16.081696	8.476357	9.556597	10.931168	12.515354	14.413159	16.56007	18.991976	14.122344	4.727005	-2.87047	9.477035	-4.211309	-4.460612	-3.958515	-2.938764	-1.501752	0.291035	3.456899	6.843436	3.693328	3.670996	16.051422	4.503433	5.539387	6.888916	8.509847	10.412419	12.594371	15.2366	13.859016	6.194126	12.234524	26.802534	15.022495	16.835295	19.320177	21.929039	24.978487	28.40361	32.297951	24.845119	8.89254	13.209085	35.829845	15.477981	17.996487	21.120792	24.731594	28.891439	33.564373	38.762909	32.09581	3.050101	4.115775	14.638253	4.993224	5.993378	7.190858	8.56173	10.129539	11.879207	13.82497	12.927067	8.282289	9.569702	17.626886	10.191776	10.895882	11.754236	12.76565	13.951442	15.313624	16.870399	16.10392	-8.773985	-9.069702	-8.032508	-9.04128	-8.939446	-8.847969	-8.759892	-8.702719	-8.652499	-8.600635	-8.178783	0.004886	0.000141	0.000639	0.001238	0.001901	0.00258	0.003326	0.004083	0.004083	0.006552	0.001595	0.002683	0.002955	0.003715	0.004191	0.00497	0.005691	0.005691	0.007743	0.000525	0.001435	0.002327	0.003336	0.004336	0.005448	0.006571	0.006571	0.005984	-0.003811	-0.00441	-0.003596	-0.002116	-0.000407	0.001358	0.003094	0.003094	0.007931	-0.000011	0.000955	0.001916	0.002999	0.004125	0.005296	0.006497	0.006497	0.013039	0.002376	0.005009	0.005855	0.007267	0.00847	0.009882	0.011376	0.011376	0.017017	0.00127	0.003578	0.005599	0.007815	0.010041	0.012345	0.014667	0.014667	0.006416	0.000457	0.001359	0.002177	0.003018	0.00385	0.004702	0.005552	0.005552	0.00493	0.00033	0.000967	0.00154	0.002149	0.002782	0.003459	0.004171	0.004171	0.000254	0.000021	0.000049	0.000155	0.000222	0.000268	0.000267	0.000259	0.000259	2.500032	1.793218	2.458302	1.723315	1.742327	1.753152	1.781245	1.799778	1.818151	1.82818	2.351568	4.172158	2.992741	4.985605	3.043524	3.07789	3.143353	3.188775	3.237049	3.271775	3.303423	5.096817	6.500052	3.582926	7.36383	3.492448	3.54866	3.590565	3.672281	3.73826	3.81179	3.876166	7.015905	6.320043	0.182241	0.804458	0.136912	0.105896	0.086494	0.070867	0.057771	0.046205	0.036902	0.608427	5.080033	3.971116	5.67605	3.977697	3.99215	3.968009	3.938654	3.901519	3.86229	3.770397	5.662662	6.500034	3.27536	6.7057	3.324881	3.249853	3.192839	3.105741	3.01515	2.919145	2.816268	6.921784	5.600035	2.672143	7.925124	2.565082	2.659339	2.744725	2.877545	3.019373	3.171697	3.317248	7.276125	5.400037	4.244161	5.901999	4.21147	4.263152	4.317754	4.393827	4.4629	4.532609	4.59058	5.758612	8.30004	6.584802	7.245235	6.454119	6.387772	6.312719	6.246032	6.17228	6.098511	6.017189	7.262972	10.000111	10.629108	6.869679	10.477961	10.624894	10.586778	10.50257	10.137744	9.668004	9.074689	7.557421	0.000653	0.008121	0.001892	0.003002	0.00402	0.005024	0.005972	0.006895	0.007786	0.007786	0.00117	0.009159	0.002891	0.004193	0.00546	0.006623	0.007738	0.008788	0.0098	0.0098	0.001125	0.012204	0.003108	0.004742	0.006301	0.007835	0.009308	0.010743	0.012129	0.012129	0.001131	0.010465	0.002733	0.004024	0.005282	0.00658	0.007902	0.009259	0.010649	0.010649	0.001584	0.016753	0.004067	0.006011	0.00803	0.010066	0.012152	0.014281	0.016454	0.016454	0.002506	0.024808	0.006942	0.010605	0.01401	0.017295	0.020369	0.023245	0.025912	0.025912	0.001007	0.009615	0.002752	0.004182	0.005489	0.00672	0.007838	0.008867	0.009805	0.009805	0.000499	0.006887	0.001381	0.002155	0.00294	0.003755	0.004592	0.005456	0.006347	0.006347	-0.000027	-0.000022	-0.000065	-0.000085	-0.00012	-0.000148	-0.000171	-0.000169	-0.00014	-0.00014	1.047499	0.809476	0.962176	0.79141	0.788394	0.783974	0.78098	0.775246	0.768451	0.760358	0.953374	0.981999	0.76715	0.892427	0.748351	0.745897	0.739864	0.737065	0.731452	0.725797	0.718811	0.877368	0.983099	0.723339	0.87368	0.708204	0.702775	0.696493	0.69118	0.684475	0.677293	0.66938	0.869832	0.997199	0.492283	0.899792	0.4795	0.472441	0.465823	0.46007	0.454334	0.44865	0.444023	0.889555	1.012299	0.740098	0.904229	0.716309	0.704699	0.693945	0.685274	0.677542	0.670566	0.66522	0.891331	1.049299	0.722703	0.917458	0.695927	0.686357	0.675817	0.66806	0.660591	0.653611	0.64706	0.901666	1.063499	0.820646	0.913047	0.79469	0.781711	0.769139	0.758314	0.74808	0.738224	0.72882	0.908188	1.027799	0.863628	0.944248	0.845088	0.838469	0.831757	0.826391	0.819973	0.813205	0.80596	0.936552	1.026499	0.912782	0.974854	0.901114	0.895795	0.890908	0.886936	0.883008	0.879254	0.875645	0.969362	1.03	0.986169	1.054443	0.984387	1.010843	1.028637	1.046589	1.046576	1.040538	1.026852	1.054086	0.288037	0.389999

End of preview. Expand in Data Studio

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

TD-HER Dataset

Pre-processed representations for reproducing all results in the paper "Target-Dependent Heterogeneous Expert Routing for Power System Frequency Extremum and Arrival-Time Prediction".

Quick Start

All experiment scripts default to data/ as the dataset root. No additional configuration is needed if the dataset is placed here.

Dataset Structure

data/
├── ieee39/                     # IEEE 39-bus New England system (10 generators)
│   ├── repA/                   # Representation A (tabular features)
│   │   ├── ms1/                #   ~10 ms early window (1 post-trigger step)
│   │   ├── ms5/                #   ~50 ms early window
│   │   ├── ms10/               #   ~100 ms early window (main setting)
│   │   ├── ms15/               #   ~150 ms early window
│   │   └── ms25/               #   ~250 ms early window
│   ├── repB/                   # Representation B (spatiotemporal tensor + static)
│   │   └── ms{1,5,10,15,25}/
│   ├── repC/                   # Representation C (graph: tensor + adjacency)
│   │   └── ms{1,5,10,15,25}/
│   ├── csv/                    # Raw ms10 CSV files (for robustness stress test)
│   └── adjacency/              # 10×10 Kron-reduced electrical-distance adjacency
│
└── ieee300/                    # IEEE 300-bus system (69 generators)
    ├── repA/ms10/              # Tabular features (same-distribution only)
    ├── repB/ms10/              # Spatiotemporal tensor + static
    ├── repC/ms10/              # Graph representation
    └── adjacency/              # 69×69 electrical-distance adjacency

Split Convention

Each ms{N}/ directory contains NumPy arrays following the naming convention:

File pattern	Description
`X_train.npy`, `y_train.npy`	Training set (L1 same-distribution)
`X_val.npy`, `y_val.npy`	Validation/calibration set (L1)
`X_test.npy`, `y_test.npy`	Held-out test set (L1)
`X_cross_cond_finetune.npy`	L2 cross-condition calibration set
`X_cross_cond_test.npy`	L2 cross-condition test set
`X_cross_cond_topo_finetune.npy`	L3 cross-topology calibration set
`X_cross_cond_topo_test.npy`	L3 cross-topology test set
`feature_names.json`	Ordered feature names for RepA
`meta.json`	Tensor dimensions and channel info for RepB

L2/L3 splits are only available at ms10 (the main early-window setting).

Prediction Targets

y1 (y[:,0]): Signed COI frequency extremum (Hz)
y2 (y[:,1]): Nonnegative time from disturbance trigger to frequency extremum (s)

Sample Counts

System	Split	Samples
IEEE 39-bus	Train	101,390
IEEE 39-bus	Validation/Calibration	12,673
IEEE 39-bus	Test	12,676
IEEE 39-bus	L2 cross-condition calibration	510
IEEE 39-bus	L2 cross-condition test	511
IEEE 39-bus	L3 cross-topology calibration	2,337
IEEE 39-bus	L3 cross-topology test	2,337
IEEE 300-bus	Train	7,391
IEEE 300-bus	Validation	923
IEEE 300-bus	Test	926

Channels

Channel	Source	Description
`FREQ`	PMU-observable	Bus frequency
`VOLT`	PMU-observable	Bus voltage magnitude
`ANGL`	PMU-observable	Bus voltage angle
`POWR`	PMU-computable	Generator-terminal active power
`SPD`	Generator-side state	Generator speed deviation (PMU-proxy compatible)

Paper Section Mapping

Data	Paper section	Experiment
ieee39/rep{A,B,C}/ms10	§IV.B–E	Main expert comparison, TD-HER routing, ablation, weights
ieee39/rep{A,B,C}/ms{1,5,15,25}	§IV.G, Fig. 10	Multi-window latency-accuracy study
ieee39/csv/*_ms10.csv	Supplementary §III	Robustness stress test (sensor noise, gaps)
ieee39/adjacency/	§IV (ST-GCN input)	Graph expert adjacency matrix
ieee300/rep{A,B,C}/ms10	§IV.F	300-bus scalability experiment
ieee300/adjacency/	§IV.F (ST-GCN input)	300-bus graph adjacency matrix

Data Generation

The raw time-domain simulation data were generated in PSS/E under randomized disturbances and operating conditions (see Section IV-A of the paper). The representations were constructed by the pipeline in data_proc/:

data_proc/extract_features.py — xlsx/CSV extraction from PSS/E output
data_proc/build_representations.py — RepA/RepB/RepC construction
data_proc/build_adjacency.py — Kron-reduced adjacency matrices

IEEE Test System RAW Topology Files

The graph-expert adjacency builder (data_proc/build_adjacency.py) consumes PSS/E .RAW topology files. These are standard public IEEE test cases and are not redistributed here.

File	Public source
`IEEE39.RAW`	IEEE PES Test Feeder Working Group / ICSEG
`IEEE300Bus_modified_noHVDC_v2.raw`	RLGC repository (`testData/IEEE300/`)

Place them in data/topology/ if you need to regenerate adjacency matrices from scratch (not required if using the pre-computed .npy files above).

Size

Component	Size
ieee39 (all windows)	15.5 GB
ieee300 (ms10 only)	2.5 GB
Total	18.0 GB

205 files total (184 .npy, 12 .json, 7 .csv, 2 other).

License

Released under the same license as the TD-HER repository.

Downloads last month: 2