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jobet1995
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circuit-fault-dataset

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train · 39.5k rows

Voltage (V) float64 -6.35 245	Current (A) float64 -1.5 47.1	Power (W) float64 -347.27 4.68k	Fault Type stringclasses 5 values	Resistance (Ω) float64 -72,169.34 72k ⌀	Conductance (S) float64 -0 21.3 ⌀	Expected Power (W) float64 -236.44 4.13k ⌀	Power Error (%) float64 -0 0 ⌀	V/I Ratio float64 -72,169.34 72k ⌀	I/V Ratio float64 -0 21.3 ⌀	Voltage^2 float64 1.54 59.9k ⌀	Current^2 float64 0 1.24k ⌀	Power*Current float64 0 137k ⌀	Root Power (√W) float64 0 64.3 ⌀	Power / Voltage float64 -1.04 35.3 ⌀	Power / Current float64 1.24 245 ⌀
231.490142	9.723471	2,250.887779	No Fault	23.807356	0.042004	2,250.887779	0	23.807356	0.042004	53,587.686056	94.545896	21,886.442939	47.443522	9.723471	231.490142
231.943066	13.04606	3,025.943084	No Fault	17.778783	0.056247	3,025.943084	0	17.778783	0.056247	53,797.585687	170.199674	39,476.634161	55.008573	13.04606	231.943066
228.829233	-0.117068	-26.78869	Open Circuit	-1,954.661375	-0.000512	-26.78869	-0	-1,954.661375	-0.000512	52,362.817933	0.013705	3.136111	0	-0.117068	228.829233
123.688192	28.069739	3,471.895263	Line-to-Line Fault	4.40646	0.22694	3,471.895263	0	4.40646	0.22694	15,298.768898	787.910243	97,455.193579	58.922791	28.069739	123.688192
228.591577	11.08512	2,533.96508	No Fault	20.62148	0.048493	2,533.96508	0	20.62148	0.048493	52,254.109003	122.879887	28,089.307211	50.338505	11.08512	228.591577
93.048735	23.137081	2,152.876108	Line-to-Line Fault	4.021628	0.248656	2,152.876108	0	4.021628	0.248656	8,658.067012	535.324517	49,811.268869	46.399096	23.137081	93.048735
72.419623	14.260159	1,032.715354	Line-to-Ground Fault	5.078458	0.19691	1,032.715354	0	5.078458	0.19691	5,244.601754	203.352142	14,726.685423	32.135889	14.260159	72.419623
224.825247	8.875425	1,995.4196	No Fault	25.331209	0.039477	1,995.4196	0	25.331209	0.039477	50,546.391465	78.773168	17,710.196889	44.67012	8.875425	224.825247
226.961507	10.628495	2,412.259163	No Fault	21.354059	0.04683	2,412.259163	0	21.354059	0.04683	51,511.525496	112.964899	25,638.68364	49.114755	10.628495	226.961507
227.275928	7.175393	1,630.79401	No Fault	31.674354	0.031571	1,630.79401	0	31.674354	0.031571	51,654.347345	51.486259	11,701.587265	40.383091	7.175393	227.275928
234.396946	9.548447	2,238.126912	No Fault	24.548174	0.040736	2,238.126912	0	24.548174	0.040736	54,941.928438	91.172848	21,370.637094	47.308846	9.548447	234.396946
230.202585	7.150504	1,646.064416	No Fault	32.193898	0.031062	1,646.064416	0	32.193898	0.031062	52,993.229963	51.129702	11,770.18958	40.571719	7.150504	230.202585
228.366852	10.221845	2,334.330603	No Fault	22.34106	0.044761	2,334.330603	0	22.34106	0.044761	52,151.419013	104.486119	23,861.166026	48.314911	10.221845	228.366852
18.490064	31.87849	589.435329	Short Circuit	0.580017	1.724088	589.435329	0	0.580017	1.724088	341.882475	1,016.238131	18,790.308302	24.278289	31.87849	18.490064
228.198084	9.416613	2,148.85293	No Fault	24.233564	0.041265	2,148.85293	0	24.233564	0.041265	52,074.365509	88.672591	20,234.915359	46.355722	9.416613	228.198084
228.19488	13.704556	3,127.309598	No Fault	16.651023	0.060056	3,127.309598	0	16.651023	0.060056	52,072.903333	187.814865	42,858.390674	55.922353	13.704556	228.19488
229.959508	7.884578	1,813.133713	No Fault	29.165734	0.034287	1,813.133713	0	29.165734	0.034287	52,881.375469	62.166572	14,295.794442	42.580908	7.884578	229.959508
232.467635	7.558313	1,757.063076	No Fault	30.756552	0.032513	1,757.063076	0	30.756552	0.032513	54,041.2012	57.128091	13,280.432162	41.917336	7.558313	232.467635
32.088636	20.201649	648.243373	Short Circuit	1.588417	0.629558	648.243373	0	1.588417	0.629558	1,029.680557	408.106638	13,095.585326	25.460624	20.201649	32.088636
226.015442	10.393722	2,349.141777	No Fault	21.74538	0.045987	2,349.141777	0	21.74538	0.045987	51,082.979956	108.029467	24,416.327676	48.467946	10.393722	226.015442
232.2154	10.342737	2,401.742705	No Fault	22.452027	0.044539	2,401.742705	0	22.452027	0.044539	53,923.991876	106.9722	24,840.592091	49.007578	10.342737	232.2154
98.265276	23.795585	2,338.279743	Line-to-Line Fault	4.129559	0.242157	2,338.279743	0	4.129559	0.242157	9,656.064421	566.229876	55,640.734896	48.355762	23.795585	98.265276
225.564434	8.560312	1,930.901837	No Fault	26.350026	0.037951	1,930.901837	0	26.350026	0.037951	50,879.313899	73.278934	16,529.121365	43.942028	8.560312	225.564434
93.090418	29.228489	2,720.892262	Line-to-Line Fault	3.184921	0.31398	2,720.892262	0	3.184921	0.31398	8,665.826005	854.304564	79,527.569303	52.162173	29.228489	93.090418
231.030855	6.47392	1,495.6752	No Fault	35.686395	0.028022	1,495.6752	0	35.686395	0.028022	53,375.255901	41.911636	9,682.881127	38.67396	6.47392	231.030855
230.972252	9.229835	2,131.835876	No Fault	25.024525	0.039961	2,131.835876	0	25.024525	0.039961	53,348.181152	85.189862	19,676.49432	46.171808	9.229835	230.972252
227.969234	11.223353	2,558.57909	No Fault	20.312044	0.049232	2,558.57909	0	20.312044	0.049232	51,969.97165	125.963643	28,715.835225	50.582399	11.223353	227.969234
233.092999	11.86256	2,765.079737	No Fault	19.649468	0.050892	2,765.079737	0	19.649468	0.050892	54,332.345981	140.720335	32,800.924939	52.584025	11.86256	233.092999
227.482347	9.381575	2,134.14276	No Fault	24.247777	0.041241	2,134.14276	0	24.247777	0.041241	51,748.218392	88.013954	20,021.620894	46.196783	9.381575	227.482347
33.312634	34.877726	1,161.86892	Short Circuit	0.955126	1.046982	1,161.86892	0	0.955126	1.046982	1,109.731605	1,216.455746	40,523.345409	34.086198	34.877726	33.312634
228.562477	9.628682	2,200.755422	No Fault	23.73767	0.042127	2,200.755422	0	23.73767	0.042127	52,240.806023	92.711518	21,190.374217	46.91221	9.628682	228.562477
224.468325	-0.598103	-134.255249	Open Circuit	-375.300254	-0.002665	-134.255249	-0	-375.300254	-0.002665	50,386.028987	0.357728	80.298509	0	-0.598103	224.468325
112.187887	30.42496	3,413.311998	Line-to-Line Fault	3.687363	0.271196	3,413.311998	0	3.687363	0.271196	12,586.122065	925.678198	103,849.881382	58.423557	30.42496	112.187887
69.279899	23.010599	1,594.171948	Line-to-Ground Fault	3.010782	0.33214	1,594.171948	0	3.010782	0.33214	4,799.704376	529.487652	36,682.850955	39.927083	23.010599	69.279899
231.084908	8.70976	2,012.694202	No Fault	26.531718	0.037691	2,012.694202	0	26.531718	0.037691	53,400.23474	75.859928	17,530.084444	44.863061	8.70976	231.084908
231.084187	13.076073	3,021.673727	No Fault	17.672292	0.056586	3,021.673727	0	17.672292	0.056586	53,399.901397	170.983689	39,511.626634	54.969753	13.076073	231.084187
229.892522	13.129287	3,018.324971	No Fault	17.509901	0.057111	3,018.324971	0	17.509901	0.057111	52,850.571618	172.378185	39,628.455739	54.939284	13.129287	229.892522
222.140765	11.643805	2,586.563749	No Fault	19.078022	0.052416	2,586.563749	0	19.078022	0.052416	49,346.519336	135.578195	30,117.44393	50.858271	11.643805	222.140765
230.261141	9.401985	2,164.911865	No Fault	24.490694	0.040832	2,164.911865	0	24.490694	0.040832	53,020.193149	88.397328	20,354.469524	46.528613	9.401985	230.261141
230.275282	6.024862	1,387.376837	No Fault	38.220838	0.026164	1,387.376837	0	38.220838	0.026164	53,026.705652	36.298964	8,358.754224	37.247508	6.024862	230.275282
67.803281	21.071338	1,428.705835	Line-to-Ground Fault	3.217797	0.310772	1,428.705835	0	3.217797	0.310772	4,597.284931	444.001273	30,104.743137	37.798225	21.071338	67.803281
122.168411	22.926919	2,800.945271	Line-to-Line Fault	5.328601	0.187667	2,800.945271	0	5.328601	0.187667	14,925.120566	525.643621	64,217.045714	52.923957	22.926919	122.168411
227.574519	8.996486	2,047.370956	No Fault	25.295935	0.039532	2,047.370956	0	25.295935	0.039532	51,790.161785	80.936759	18,419.143964	45.247883	8.996486	227.574519
232.746206	10.657502	2,480.493211	No Fault	21.83872	0.04579	2,480.493211	0	21.83872	0.04579	54,170.796572	113.582354	26,435.861899	49.80455	10.657502	232.746206
24.702398	32.566337	804.466621	Short Circuit	0.758526	1.318347	804.466621	0	0.758526	1.318347	610.208465	1,060.566316	26,198.531213	28.363121	32.566337	24.702398
230.291233	11.93729	2,749.053224	No Fault	19.291752	0.051836	2,749.053224	0	19.291752	0.051836	53,034.051835	142.498892	32,816.245511	52.431414	11.93729	230.291233
227.893841	9.344676	2,129.594037	No Fault	24.38756	0.041005	2,129.594037	0	24.38756	0.041005	51,935.602637	87.322964	19,900.365664	46.147525	9.344676	227.893841
228.823676	7.07297	1,618.463016	No Fault	32.351851	0.03091	1,618.463016	0	32.351851	0.03091	52,360.274488	50.026906	11,447.340527	40.230126	7.07297	228.823676
230.888361	10.522111	2,429.432856	No Fault	21.943161	0.045572	2,429.432856	0	21.943161	0.045572	53,309.435167	110.71481	25,562.761072	49.289277	10.522111	230.888361
230.01534	9.530826	2,192.236125	No Fault	24.133831	0.041436	2,192.236125	0	24.133831	0.041436	52,907.056805	90.836639	20,893.820474	46.821321	9.530826	230.01534
225.753888	9.158709	2,067.614244	No Fault	24.649094	0.040569	2,067.614244	0	24.649094	0.040569	50,964.817845	83.881957	18,936.677916	45.471026	9.158709	225.753888
94.859282	21.790891	2,067.068273	Line-to-Line Fault	4.353162	0.229718	2,067.068273	0	4.353162	0.229718	8,998.283429	474.842927	45,043.259259	45.465023	21.790891	94.859282
229.516143	10.808102	2,480.633817	No Fault	21.235565	0.047091	2,480.633817	0	21.235565	0.047091	52,677.659836	116.815063	26,810.942608	49.805962	10.808102	229.516143
235.658558	10.349156	2,438.867088	No Fault	22.7708	0.043916	2,438.867088	0	22.7708	0.043916	55,534.955819	107.105022	25,240.215046	49.384887	10.349156	235.658558
230.772651	9.851108	2,273.366349	No Fault	23.42606	0.042688	2,273.366349	0	23.42606	0.042688	53,256.016529	97.044332	22,395.177811	47.679832	9.851108	230.772651
220.406144	-0.013257	-2.921911	Open Circuit	-16,625.720698	-0.00006	-2.921911	-0	-16,625.720698	-0.00006	48,578.868279	0.000176	0.038736	0	-0.013257	220.406144
229.422917	10.603095	2,432.592913	No Fault	21.637354	0.046216	2,432.592913	0	21.637354	0.046216	52,634.874893	112.425617	25,793.012985	49.321323	10.603095	229.422917
229.895865	7.662644	1,761.610151	No Fault	30.002159	0.033331	1,761.610151	0	30.002159	0.033331	52,852.108602	58.716112	13,498.591321	41.97154	7.662644	229.895865
233.428468	11.503866	2,685.329837	No Fault	20.291306	0.049282	2,685.329837	0	20.291306	0.049282	54,488.84988	132.338934	30,891.674784	51.820168	11.503866	233.428468
232.373096	8.181225	1,901.096602	No Fault	28.403215	0.035207	1,901.096602	0	28.403215	0.035207	53,997.255671	66.932444	15,553.29922	43.601567	8.181225	232.373096
234.208383	7.196298	1,685.433288	No Fault	32.545677	0.030726	1,685.433288	0	32.545677	0.030726	54,853.566636	51.786703	12,128.87999	41.054029	7.196298	234.208383
231.760571	14.380911	3,332.928207	No Fault	16.115847	0.062051	3,332.928207	0	16.115847	0.062051	53,712.962401	206.810608	47,930.544756	57.731518	14.380911	231.760571
225.047318	-0.283149	-63.721893	Open Circuit	-794.802121	-0.001258	-63.721893	-0	-794.802121	-0.001258	50,646.295507	0.080173	18.042782	0	-0.283149	225.047318
30.996514	27.482622	851.86546	Short Circuit	1.127859	0.886636	851.86546	0	1.127859	0.886636	960.783859	755.294497	23,411.49619	29.186734	27.482622	30.996514
225.34801	10.137126	2,284.381157	No Fault	22.22997	0.044984	2,284.381157	0	22.22997	0.044984	50,781.725479	102.761323	23,157.059504	47.7952	10.137126	225.34801
19.376963	32.367962	627.192801	Short Circuit	0.598646	1.670435	627.192801	0	0.598646	1.670435	375.46669	1,047.684974	20,300.952832	25.043818	32.367962	19.376963
227.241727	13.099869	2,976.836816	No Fault	17.34687	0.057647	2,976.836816	0	17.34687	0.057647	51,638.802625	171.606563	38,996.171755	54.560396	13.099869	227.241727
227.65024	9.355877	2,129.867638	No Fault	24.332325	0.041098	2,129.867638	0	24.332325	0.041098	51,824.631828	87.532434	19,926.779581	46.150489	9.355877	227.65024
38.135172	23.845678	909.359052	Short Circuit	1.599249	0.625294	909.359052	0	1.599249	0.625294	1,454.291357	568.616379	21,684.283522	30.155581	23.845678	38.135172
230.68238	12.614286	2,909.893401	No Fault	18.287392	0.054682	2,909.893401	0	18.287392	0.054682	53,214.360352	159.120199	36,706.226155	53.943428	12.614286	230.68238
225.17755	10.369268	2,334.926303	No Fault	21.715858	0.046049	2,334.926303	0	21.715858	0.046049	50,704.929157	107.521713	24,211.475934	48.321075	10.369268	225.17755
32.598828	33.909114	1,105.397385	Short Circuit	0.961359	1.040194	1,105.397385	0	0.961359	1.040194	1,062.683583	1,149.828037	37,483.046329	33.247517	33.909114	32.598828
226.289148	7.359087	1,665.281475	No Fault	30.749624	0.032521	1,665.281475	0	30.749624	0.032521	51,206.778443	54.156158	12,254.950878	40.80786	7.359087	226.289148
231.565825	10.593969	2,453.201249	No Fault	21.858268	0.045749	2,453.201249	0	21.858268	0.045749	53,622.731168	112.232187	25,989.138828	49.529802	10.593969	231.565825
230.751479	10.692896	2,467.401659	No Fault	21.579885	0.046339	2,467.401659	0	21.579885	0.046339	53,246.244853	114.338034	26,383.67036	49.672947	10.692896	230.751479
227.959926	10.464507	2,385.48833	No Fault	21.784105	0.045905	2,385.48833	0	21.784105	0.045905	51,965.727787	109.505915	24,962.960263	48.841461	10.464507	227.959926
230.879217	8.571297	1,978.934381	No Fault	26.936322	0.037125	1,978.934381	0	26.936322	0.037125	53,305.213036	73.467135	16,962.034652	44.485215	8.571297	230.879217
88.657745	21.421499	1,899.181777	Line-to-Ground Fault	4.138727	0.24162	1,899.181777	0	4.138727	0.24162	7,860.195768	458.880609	40,683.320091	43.579603	21.421499	88.657745
226.42609	11.313107	2,561.582627	No Fault	20.014492	0.049964	2,561.582627	0	20.014492	0.049964	51,268.77401	127.986395	28,979.45891	50.61208	11.313107	226.42609
227.075955	11.574169	2,628.215526	No Fault	19.619201	0.05097	2,628.215526	0	19.619201	0.05097	51,563.489334	133.961393	30,419.411212	51.266125	11.574169	227.075955
81.585956	17.537953	1,430.850662	Line-to-Ground Fault	4.651966	0.214963	1,430.850662	0	4.651966	0.214963	6,656.268182	307.579797	25,094.191721	37.826587	17.537953	81.585956
232.890128	10.825562	2,521.16649	No Fault	21.512983	0.046484	2,521.16649	0	21.512983	0.046484	54,237.8119	117.192789	27,293.043782	50.211219	10.825562	232.890128
232.46618	13.793586	3,206.542244	No Fault	16.853209	0.059336	3,206.542244	0	16.853209	0.059336	54,040.525067	190.263014	44,229.716101	56.626339	13.793586	232.46618
229.263836	8.492528	1,947.029468	No Fault	26.995948	0.037043	1,947.029468	0	26.995948	0.037043	52,561.906338	72.123026	16,535.201636	44.125157	8.492528	229.263836
86.657284	21.736759	1,883.648476	Line-to-Line Fault	3.98667	0.250836	1,883.648476	0	3.98667	0.250836	7,509.484793	472.486686	40,944.412703	43.401019	21.736759	86.657284
229.768695	10.682304	2,454.459037	No Fault	21.509283	0.046492	2,454.459037	0	21.509283	0.046492	52,793.653143	114.111618	26,219.277462	49.542497	10.682304	229.768695
230.830072	11.654366	2,690.178263	No Fault	19.806317	0.050489	2,690.178263	0	19.806317	0.050489	53,282.522323	135.824258	31,352.323416	51.866928	11.654366	230.830072
70.130019	24.360602	1,708.409495	Line-to-Ground Fault	2.878829	0.347363	1,708.409495	0	2.878829	0.347363	4,918.219554	593.438941	41,617.884165	41.332911	24.360602	70.130019
67.353432	28.160507	1,896.706818	Line-to-Ground Fault	2.391769	0.418101	1,896.706818	0	2.391769	0.418101	4,536.484757	793.014183	53,412.226562	43.551198	28.160507	67.353432
231.877002	8.285685	1,921.259772	No Fault	27.985255	0.035733	1,921.259772	0	27.985255	0.035733	53,766.944077	68.652574	15,918.953053	43.832177	8.285685	231.877002
226.787323	10.964945	2,486.71048	No Fault	20.682942	0.048349	2,486.71048	0	20.682942	0.048349	51,432.489649	120.230015	27,266.643217	49.866928	10.964945	226.787323
27.765372	33.570002	932.083612	Short Circuit	0.827089	1.20906	932.083612	0	0.827089	1.20906	770.91589	1,126.945066	31,290.049143	30.530044	33.570002	27.765372
231.419713	9.854342	2,280.489037	No Fault	23.484035	0.042582	2,280.489037	0	23.484035	0.042582	53,555.083507	97.10806	22,472.719293	47.754466	9.854342	231.419713
227.459619	6.970306	1,585.463044	No Fault	32.632661	0.030644	1,585.463044	0	32.632661	0.030644	51,737.878205	48.585159	11,051.161854	39.817873	6.970306	227.459619
25.53485	34.281994	875.38559	Short Circuit	0.744847	1.342557	875.38559	0	0.744847	1.342557	652.028589	1,175.255111	30,009.963526	29.586916	34.281994	25.53485
230.642281	7.508522	1,731.782745	No Fault	30.717399	0.032555	1,731.782745	0	30.717399	0.032555	53,195.861892	56.377909	13,003.129605	41.614694	7.508522	230.642281
230.519543	10.770635	2,482.8418	No Fault	21.402596	0.046723	2,482.8418	0	21.402596	0.046723	53,139.259602	116.006573	26,741.782195	49.828123	10.770635	230.519543
227.348428	10.30745	2,343.382599	No Fault	22.056709	0.045338	2,343.382599	0	22.056709	0.045338	51,687.307574	106.24353	24,154.299468	48.408497	10.30745	227.348428
30.582087	24.285149	742.690529	Short Circuit	1.259292	0.794097	742.690529	0	1.259292	0.794097	935.264057	589.768438	18,036.349795	27.252349	24.285149	30.582087
73.577874	21.682354	1,595.341471	Line-to-Ground Fault	3.393445	0.294686	1,595.341471	0	3.393445	0.294686	5,413.703484	470.124457	34,590.757855	39.941726	21.682354	73.577874

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