Datasets:

narteybrown
/

praxis-crompton-greeves

unit_id large_stringclasses 1 value	cycle int64 1 259k	Timestamp large_stringdate 2024-01-01 00:00:00 2024-01-03 23:59:00	Phase1_Voltage float64 402 429	Phase2_Voltage float64 399 426	Phase3_Voltage float64 401 428	Phase1_Current float64 1.27 3.72	Phase2_Current float64 1.32 2.71	Phase3_Current float64 1.33 2.68	Active_Power float64 0.46 1.11	Reactive_Power float64 0.3 0.58	Power_Factor float64 0.71 0.98	Frequency float64 49.5 50.5	Stator_Temperature float64 51.8 79.7	Bearing_Temperature float64 45.8 80.9	Ambient_Temperature float64 4.71 54.6	Inlet_Pressure float64 0.6 2.36	Outlet_Pressure float64 0.33 4.73	Flow_Rate float64 2.63 11.6	Vibration_X float64 0 5.99	Vibration_Y float64 0.01 5.18	Vibration_Z float64 0 4.32	Motor_Speed float64 2.84k 2.92k	Torque float64 1.98 3.71	Insulation_Resistance float64 0.8 14.8	Oil_Level float64 69.4 111	Current_Unbalance float64 0 25	THD_Current float64 0.75 30	Bearing_FFT_Harmonics float64 0.05 0.8
crompton_greeves_pump_001	1	01-01-2024 00:00	412.175353	408.162801	408.570136	1.874395	1.957055	1.981316	0.733226	0.463226	0.932878	49.873463	61.866235	61.23094	35.98659	1.311874	3.676442	10.609695	0.946638	1.281942	1.081712	2,883.153262	2.874261	9.442286	90.848923	3.343506	5.175827	0.11317
crompton_greeves_pump_001	2	01-01-2024 00:00	409.199354	412.971448	411.580914	2.132437	1.946194	2.157162	0.799914	0.490341	0.824553	50.024168	61.697727	56.363777	28.152014	1.558892	3.726447	9.948656	0.874682	1.275688	0.912586	2,885.310069	2.826666	11.408233	96.224124	1.013638	5.28489	0.093601
crompton_greeves_pump_001	3	01-01-2024 00:00	415.612188	411.836185	415.902939	2.111259	2.262882	2.206587	0.764388	0.461047	0.903768	49.965333	62.902249	53.894253	23.44728	1.337691	3.204686	10.153218	1.232688	1.194446	0.952529	2,883.249692	2.774897	11.091204	87.449594	0.374193	5.521281	0.093808
crompton_greeves_pump_001	4	01-01-2024 00:00	414.606107	416.305993	411.202729	1.824051	2.301688	2.04451	0.768818	0.501752	0.839548	49.971368	70.213416	55.332236	26.181907	1.513631	3.93647	9.703645	1.624167	1.027996	0.857446	2,888.250034	2.267094	10.665598	88.313734	1.318789	4.987324	0.061005
crompton_greeves_pump_001	6	01-01-2024 00:00	413.310849	414.805725	413.964616	2.000432	2.141641	2.056729	0.787261	0.4332	0.849062	49.922183	63.330944	56.269934	21.452127	1.470224	3.1719	10.066871	1.14231	1.047247	0.639589	2,874.89314	2.977052	10.285821	89.697747	0.186854	5.846819	0.140732
crompton_greeves_pump_001	7	01-01-2024 00:00	413.310219	419.753159	413.902745	2.058684	2.153157	1.962969	0.838687	0.420728	0.849887	50.002017	63.180124	57.449079	38.297615	1.712072	3.541981	10.49357	1.677282	1.406086	0.662671	2,877.464859	2.797018	10.96556	95.142848	0.819696	4.813178	0.056974
crompton_greeves_pump_001	8	01-01-2024 00:00	415.692854	417.119619	410.826241	1.952615	2.026432	2.116124	0.725045	0.441601	0.798137	50.048113	62.26138	55.285299	35.66713	1.475045	3.507567	9.956033	0.983522	1.134992	0.55462	2,877.174006	2.999695	8.681358	92.031824	0.713988	6.278853	0.120168
crompton_greeves_pump_001	9	01-01-2024 00:00	418.537004	408.614158	415.314839	1.952739	1.760675	2.05351	0.790191	0.417012	0.847921	49.97726	62.545712	59.354868	29.293775	1.139234	3.151017	9.829392	1.010778	0.920181	0.676943	2,882.509687	2.810545	11.382489	88.194031	2.982378	3.229793	0.120952
crompton_greeves_pump_001	11	01-01-2024 00:00	411.091563	413.671297	414.633847	1.887884	1.970136	2.14167	0.679696	0.449837	0.853717	50.141591	67.626569	55.466427	39.53776	1.414543	3.857752	10.043271	1.171556	0.957565	0.947834	2,885.142809	2.944663	11.064984	87.715406	1.905109	5.291712	0.071146
crompton_greeves_pump_001	12	01-01-2024 00:00	417.140573	415.078562	411.737031	2.001942	2.128471	1.843561	0.702688	0.430183	0.857385	49.922935	66.227082	58.12316	28.454306	1.70972	3.488074	9.573682	1.015443	1.377501	0.815854	2,880.008311	3.005285	10.926937	83.321953	1.036064	3.544592	0.076841
crompton_greeves_pump_001	13	01-01-2024 00:00	414.033048	412.37432	411.931969	1.860677	2.129662	1.879693	0.683474	0.506092	0.833792	49.987725	63.738727	55.693432	37.248068	1.670149	3.625094	9.885569	0.818361	0.497355	1.197654	2,895.467341	2.676779	9.76837	84.738968	0.115183	5.228401	0.135715
crompton_greeves_pump_001	14	01-01-2024 00:00	413.973848	411.686873	411.251848	1.896084	2.020554	2.104069	0.798035	0.468573	0.8641	49.968384	64.546792	52.615561	35.060289	1.49606	2.841468	9.978633	1.116487	1.096119	0.954032	2,875.876653	2.621913	8.592014	88.715465	1.279434	3.613669	0.053749
crompton_greeves_pump_001	16	01-01-2024 00:00	423.198394	411.262525	409.967593	1.844554	2.032195	2.280783	0.768838	0.45978	0.862099	49.903247	68.664272	56.409808	34.634436	1.551857	3.355097	10.440207	1.294424	1.038045	0.798302	2,888.778642	2.444608	9.566347	98.479342	0.971875	5.410328	0.059466
crompton_greeves_pump_001	17	01-01-2024 00:00	416.012534	412.483269	407.351706	2.172372	2.039585	2.018527	0.798474	0.449001	0.844702	50.059095	67.401428	55.523502	31.56809	1.71529	2.968308	9.486817	0.896538	0.671441	0.869202	2,876.716084	3.22985	9.937844	88.995938	1.459303	7.181605	0.064291
crompton_greeves_pump_001	18	01-01-2024 00:00	411.93475	412.50735	411.875223	1.994923	1.944975	2.135624	0.803816	0.440233	0.874331	49.770199	62.028165	58.996704	25.84034	1.601002	4.126725	10.177855	1.299093	0.885527	0.904353	2,863.578346	2.698106	9.832492	86.570247	1.943214	3.095136	0.109113
crompton_greeves_pump_001	19	01-01-2024 00:00	409.040286	416.393563	416.280159	2.037865	2.310932	1.858341	0.85	0.445297	0.877258	49.837806	65.405932	57.901705	30.880307	1.479799	3.520146	10.413285	0.959271	0.88314	0.766418	2,882.391352	2.736212	9.138157	90.824322	2.576764	4.154721	0.093857
crompton_greeves_pump_001	21	01-01-2024 00:00	416.013901	410.952932	416.226382	1.984848	2.184336	1.581244	0.772198	0.478122	0.853214	50.03619	63.797013	52.452382	32.800552	1.315692	3.658827	10.474096	1.676765	1.141796	0.641561	2,879.762112	3.008936	10.292112	84.893991	1.767106	5.824409	0.101084
crompton_greeves_pump_001	22	01-01-2024 00:00	411.661796	412.810498	414.498704	2.114019	2.120774	1.970185	0.778988	0.414632	0.841089	50.112464	70.700908	52.985526	24.905052	1.677312	3.414234	9.983831	1.017382	1.169059	0.774171	2,872.151879	2.839573	9.759831	89.855639	1.493033	4.858744	0.112257
crompton_greeves_pump_001	23	01-01-2024 00:00	413.521507	410.937362	414.240286	2.079113	2.014494	2.064514	0.714688	0.409584	0.886183	50.007617	71.566959	54.40083	30.094563	1.494375	3.483473	9.868779	1.272932	1.189748	0.448458	2,899.93879	3.038801	9.72241	88.499439	1.321124	6.267517	0.134135
crompton_greeves_pump_001	24	01-01-2024 00:00	412.191267	414.159875	415.008728	2.122526	2.187235	2.168283	0.824253	0.45907	0.846045	49.95691	71.458467	59.473596	26.574945	1.759727	3.376616	9.801649	1.063471	1.043255	0.613788	2,868.165608	2.672751	9.723579	87.723207	1.026386	4.27185	0.13721
crompton_greeves_pump_001	26	01-01-2024 00:00	419.510263	414.183687	413.148976	2.060922	2.058419	1.986816	0.80582	0.439871	0.870031	50.073737	64.808718	56.482858	29.584688	1.596038	3.907914	10.01116	1.217737	0.634661	0.819104	2,876.633136	2.603781	10.584399	82.241868	1.393459	5.395077	0.050585
crompton_greeves_pump_001	27	01-01-2024 00:00	416.963624	412.104917	419.760962	1.897823	1.8708	2.12628	0.740558	0.430978	0.818417	50.084658	61.65784	53.893749	31.645498	1.554915	3.387255	10.284002	0.987482	1.2515	0.732754	2,884.769533	3.145383	11.511564	85.701324	2.749777	4.915297	0.127687
crompton_greeves_pump_001	28	01-01-2024 00:00	416.924645	417.726387	413.139343	1.960004	2.164228	2.097814	0.76206	0.466218	0.836396	49.913549	59.708118	57.520189	30.017433	1.000629	3.619467	9.938351	0.722574	1.121664	1.049981	2,883.046823	2.493754	10.391329	86.609709	1.890409	5.756355	0.074747
crompton_greeves_pump_001	29	01-01-2024 00:00	423.699575	409.887089	412.404838	2.173511	2.188014	1.770282	0.80987	0.46607	0.824223	50.126178	63.969066	54.364051	34.163699	1.292514	3.60931	10.159921	1.141203	1.066128	0.669351	2,881.315357	2.37381	9.830537	86.070879	0.992259	5.299031	0.081896
crompton_greeves_pump_001	31	01-01-2024 00:00	407.718703	414.774145	418.248001	2.141606	2.164239	1.674906	0.755142	0.456249	0.858239	50.201783	68.136012	56.674177	33.917078	1.354484	3.497122	9.921242	1.466593	0.568862	0.953002	2,888.876195	2.59674	10.125112	84.224042	2.318102	4.446551	0.132051
crompton_greeves_pump_001	32	01-01-2024 00:00	408.638556	417.536844	413.31673	2.021812	2.110598	2.19889	0.799829	0.429677	0.883796	50.070058	63.784261	58.01549	33.25944	1.80423	3.346521	9.83096	2.175275	1.430911	0.710837	2,865.519119	2.677187	7.886014	88.32614	1.378747	6.966181	0.146706
crompton_greeves_pump_001	33	01-01-2024 00:00	412.367188	414.130085	415.347564	1.960816	1.815474	1.971389	0.760107	0.455718	0.835405	50.092002	67.585713	55.558895	31.580276	1.577733	3.393033	10.398158	1.075118	1.017778	0.899268	2,883.963928	2.509804	7.849032	77.557251	1.751449	1.672925	0.098285
crompton_greeves_pump_001	34	01-01-2024 00:00	410.271656	413.765375	414.046943	2.185401	2.225437	2.147051	0.776857	0.483907	0.840258	49.854487	63.826269	54.809667	22.144079	1.311778	3.715123	9.590245	1.000948	1.003191	0.583813	2,884.355452	2.651279	8.92501	89.83103	2.873543	6.634996	0.110144
crompton_greeves_pump_001	36	01-01-2024 00:00	414.39291	410.775893	419.301223	1.936407	2.125225	2.050869	0.848797	0.452314	0.878086	49.943598	61.559447	56.589749	32.026989	1.720048	3.577531	10.051955	1.292279	1.148804	1.045022	2,890.410872	3.014252	11.584778	92.271141	1.516237	5.732221	0.061969
crompton_greeves_pump_001	37	01-01-2024 00:00	418.586496	416.659861	409.644925	1.899638	2.081103	1.963304	0.735367	0.449081	0.853251	50.06841	60.468606	56.800822	20.338295	1.90788	3.466432	9.716201	1.336735	1.205828	0.723016	2,900.091738	2.992482	9.289206	77.165605	2.37544	4.792207	0.140171
crompton_greeves_pump_001	38	01-01-2024 00:00	411.51	412.43727	417.995358	1.981672	2.15775	1.874322	0.83404	0.464085	0.842956	50.146772	70.366241	50.245454	26.213151	1.322118	3.353943	10.289008	1.478651	1.353301	0.875273	2,872.22563	2.989918	11.401056	86.438909	2.510141	3.710905	0.092205
crompton_greeves_pump_001	39	01-01-2024 00:00	417.212913	410.509692	413.008864	2.201934	1.979928	1.82449	0.666015	0.424838	0.82566	49.977832	59.72341	54.655557	34.446631	1.314581	3.35571	10.464957	1.144947	1.155983	0.579111	2,863.790106	2.677856	8.793604	87.938457	1.14813	8.020554	0.074293
crompton_greeves_pump_001	41	01-01-2024 00:00	414.841027	416.244639	413.678784	2.04379	1.945497	2.145191	0.816427	0.47844	0.91598	49.902256	64.482479	53.225235	29.487068	1.612737	3.819572	9.921857	1.151828	0.974946	0.716297	2,870.37479	2.848072	11.091714	89.402334	1.921847	4.883106	0.077929
crompton_greeves_pump_001	42	01-01-2024 00:00	415.535412	411.553434	417.129038	1.94103	1.7612	1.752225	0.823371	0.529072	0.843937	49.899501	69.340358	53.082758	31.834354	1.06139	3.428662	10.280871	0.936754	0.912572	0.922099	2,886.084208	2.660117	10.626175	89.125895	3.295514	5.198347	0.140976
crompton_greeves_pump_001	43	01-01-2024 00:00	414.065805	411.364857	412.510474	2.30687	2.036991	2.037635	0.752569	0.474788	0.825904	49.986609	68.085761	54.875409	36.818113	1.597898	3.761195	9.576332	1.393139	0.847135	1.114154	2,853.293277	2.650583	9.9956	87.793316	2.813402	3.064533	0.092798
crompton_greeves_pump_001	44	01-01-2024 00:00	417.988286	417.384227	415.051054	1.85339	1.70145	1.821673	0.836726	0.455391	0.904016	50.082752	65.736762	52.833236	31.954167	1.366318	3.877192	9.767709	1.047741	0.947969	0.868216	2,865.169209	2.878913	10.526783	84.947703	2.616856	4.249521	0.102738
crompton_greeves_pump_001	46	01-01-2024 00:00	410.366581	415.143344	417.240995	2.015713	1.984564	2.115322	0.794469	0.474236	0.822553	50.162922	66.372362	57.817518	30.888185	1.295759	3.51892	9.66339	1.453376	1.117497	0.942431	2,867.976488	2.813851	10.280578	94.425796	2.503977	4.93294	0.134695
crompton_greeves_pump_001	47	01-01-2024 00:00	411.031396	412.009005	413.947503	1.747125	1.911472	2.106621	0.668518	0.485577	0.86215	50.07571	60.959922	56.321173	38.258905	1.667663	3.399355	10.241279	0.865122	1.115085	0.948721	2,878.260493	3.117789	10.758718	91.653013	1.866332	4.534473	0.076857
crompton_greeves_pump_001	48	01-01-2024 00:00	407.194877	414.390666	411.5102	2.053149	1.793669	1.792392	0.67457	0.435002	0.837039	49.849354	62.858757	54.659316	32.328962	1.69912	3.885447	9.504991	1.271399	1.42582	0.58852	2,895.249495	2.535665	9.517033	83.384429	1.765632	6.257535	0.114953
crompton_greeves_pump_001	49	01-01-2024 00:00	417.96075	410.392741	409.202118	1.969744	1.566694	1.951002	0.75423	0.451044	0.85109	50.070698	64.945241	55.461166	28.851057	1.508991	3.116168	10.107453	1.351639	0.770805	0.94049	2,876.867686	2.661256	10.018373	89.182906	1.383033	5.189089	0.076013
crompton_greeves_pump_001	51	01-01-2024 00:00	414.780707	413.735989	411.316177	2.047597	2.010926	2.161724	0.768911	0.467334	0.903975	50.121724	71.616764	51.96176	18.90997	1.447638	3.295117	10.359557	1.273943	1.067353	0.90443	2,881.813791	2.799688	8.895853	89.782465	2.245725	6.124632	0.056067
crompton_greeves_pump_001	52	01-01-2024 00:00	417.601715	410.355019	412.143035	2.103616	2.136201	1.752919	0.714967	0.494173	0.889776	49.880156	67.917962	55.054612	20.554247	1.221164	3.521229	10.121074	1.326289	1.271833	0.89185	2,887.161733	2.938283	9.502836	84.367169	1.548562	6.183845	0.144788
crompton_greeves_pump_001	53	01-01-2024 00:00	415.572339	414.444022	411.13932	1.806326	2.351749	1.879732	0.713949	0.412565	0.858833	49.898601	66.554226	55.02435	28.597714	1.737773	3.247127	10.248001	1.489647	0.632571	0.744337	2,899.967463	2.801803	11.094747	91.942258	0.078109	4.94043	0.106903
crompton_greeves_pump_001	54	01-01-2024 00:00	418.242303	414.049643	408.819918	2.297672	1.966893	2.029996	0.843161	0.449676	0.852213	49.800855	64.295832	56.119346	25.441074	1.412295	3.147318	9.910929	1.269638	1.109564	0.632125	2,868.107861	2.786784	9.562607	100.028137	2.89644	6.265254	0.088237
crompton_greeves_pump_001	56	01-01-2024 00:00	412.403721	415.531675	410.229559	2.1056	1.849588	2.044554	0.693664	0.46289	0.824559	50.097134	61.373108	55.436577	25.699817	1.928468	3.197232	10.486182	1.309871	1.278446	0.74456	2,872.521519	2.620366	9.195251	96.658955	2.213833	4.793198	0.080013
crompton_greeves_pump_001	57	01-01-2024 00:00	416.102437	416.316304	416.452178	1.957113	1.937356	2.033816	0.783054	0.553827	0.846987	49.859989	67.811182	55.60347	27.103731	1.603996	3.646737	10.506069	0.764042	0.971233	0.838269	2,889.706466	2.499238	10.610695	94.912536	1.395535	3.937793	0.140547
crompton_greeves_pump_001	58	01-01-2024 00:00	414.508829	410.56552	413.311022	2.127603	1.919559	2.155819	0.779352	0.432629	0.86712	49.89141	63.964629	57.270073	31.42027	1.342951	3.527761	9.763311	1.14444	1.090985	0.684673	2,865.628821	2.766308	8.502279	82.857139	2.211411	4.474117	0.137174
crompton_greeves_pump_001	59	01-01-2024 00:00	417.655657	415.795529	411.584128	2.188494	1.970226	1.858855	0.771983	0.435539	0.862625	49.951445	62.101907	53.140958	26.545877	1.346192	3.610319	10.4815	0.692545	0.868819	1.085608	2,873.502313	2.598548	10.798661	84.000339	3.306502	5.530745	0.059655
crompton_greeves_pump_001	61	01-01-2024 00:01	410.743605	418.868094	412.201118	1.879991	1.803508	2.042753	0.752274	0.464386	0.842381	50.004346	65.374509	53.500878	30.486971	1.482112	3.816425	9.625414	1.316283	1.038452	0.802754	2,873.025503	3.000561	9.416371	81.079411	2.544052	6.535497	0.138546
crompton_greeves_pump_001	62	01-01-2024 00:01	414.423267	412.821027	408.880121	1.99688	2.138119	2.11636	0.776567	0.482774	0.879224	49.863239	62.559727	53.570095	31.517179	1.448886	3.436995	10.041319	2.422058	1.208978	0.777913	2,882.549479	2.568973	10.154457	84.171453	3.980214	4.519305	0.092687
crompton_greeves_pump_001	63	01-01-2024 00:01	420.685887	415.515608	408.92871	2.198322	2.084722	1.801265	0.828051	0.409587	0.895634	50.13056	66.317659	52.778414	25.599541	1.608147	3.771851	10.108868	1.800985	1.205716	0.853393	2,876.565845	2.54038	9.670885	96.875203	1.760012	5.279576	0.079924
crompton_greeves_pump_001	64	01-01-2024 00:01	414.639174	407.949584	415.126341	1.75691	1.999676	1.975597	0.78913	0.400555	0.875892	49.93898	63.383264	57.099619	39.018173	1.127042	3.578427	9.988271	1.261661	1.145773	0.614068	2,875.839076	2.697362	10.433153	89.126885	2.803637	4.454076	0.116987
crompton_greeves_pump_001	66	01-01-2024 00:01	415.473732	412.82026	411.83353	2.167491	2.156732	1.98413	0.786335	0.481142	0.84019	50.037211	67.410703	57.27184	30.881854	1.206204	4.060365	9.70978	0.934775	1.121528	0.937683	2,872.112415	2.651326	9.53801	86.150703	2.63039	4.86058	0.102423
crompton_greeves_pump_001	67	01-01-2024 00:01	417.079284	413.09153	408.446325	1.889876	2.003503	2.127228	0.784299	0.476988	0.873683	49.825603	68.010887	55.345377	20.384518	1.600274	4.204603	10.130936	1.302999	1.196765	0.978563	2,884.478388	3.141264	10.566997	91.477545	3.533756	4.722699	0.061989
crompton_greeves_pump_001	68	01-01-2024 00:01	412.158161	414.541066	415.879635	1.898532	2.013242	2.113027	0.754702	0.44048	0.885499	49.970393	66.675086	57.246394	38.062602	1.814891	3.185618	10.034045	1.403103	1.367921	0.923289	2,877.878233	2.463984	9.421482	88.88105	2.725107	6.276844	0.106295
crompton_greeves_pump_001	69	01-01-2024 00:01	414.225144	422.069825	417.554945	2.156315	1.968368	1.746069	0.629216	0.451347	0.872812	50.043028	59.587363	54.853535	32.792276	1.55941	4.12749	10.329901	1.69552	0.987004	0.801036	2,864.34141	2.899816	11.208127	94.496051	2.174079	5.001613	0.050902
crompton_greeves_pump_001	71	01-01-2024 00:01	415.675245	413.037914	411.61268	1.93551	2.105752	1.803815	0.740847	0.469904	0.821863	50.132093	68.197875	54.769375	24.777117	1.586246	3.071126	10.913426	1.659622	1.063091	0.878411	2,878.743141	2.867769	11.315051	96.175986	1.631631	4.804618	0.119673
crompton_greeves_pump_001	72	01-01-2024 00:01	421.025698	413.417579	408.041717	2.002278	2.07448	2.231992	0.785835	0.397461	0.829987	50.09469	61.272133	53.516664	22.421219	1.506227	3.547408	9.829024	1.631518	0.883081	0.874421	2,886.570362	2.518727	11.16268	99.776777	2.601545	4.014558	0.055962
crompton_greeves_pump_001	73	01-01-2024 00:01	414.511778	410.972751	414.796753	2.284011	2.012461	2.151084	0.663257	0.464335	0.830165	49.885797	63.874105	52.634842	20.434077	1.356633	3.341046	9.648185	1.316678	1.121992	0.746332	2,887.382625	2.801202	11.403486	79.747299	4.171279	5.319529	0.107596
crompton_greeves_pump_001	74	01-01-2024 00:01	415.240641	413.2869	409.227146	2.146251	1.9897	1.876426	0.731586	0.445785	0.871773	50.132561	64.020219	54.690135	28.618887	1.368713	3.170807	10.419019	0.883977	1.120128	0.826048	2,861.296339	2.394167	9.182472	92.536885	1.121934	4.389838	0.143796
crompton_greeves_pump_001	76	01-01-2024 00:01	413.922536	410.594667	415.636893	1.991623	1.997998	2.07943	0.742416	0.478931	0.85153	50.15536	66.218421	54.421753	24.107309	1.860709	3.178767	10.328742	1.343923	1.162923	0.823479	2,875.423895	2.442759	10.056338	90.207908	3.069895	4.499479	0.13135
crompton_greeves_pump_001	77	01-01-2024 00:01	414.199282	408.985346	412.048314	2.013703	2.023701	1.692062	0.777901	0.414239	0.836983	50.032836	63.038677	54.836044	26.822318	1.508081	3.510536	9.328748	1.002178	0.892101	1.026959	2,883.280074	3.212856	11.072486	96.204382	0.500938	5.716502	0.135822
crompton_greeves_pump_001	78	01-01-2024 00:01	417.322736	413.536818	406.461722	2.054794	1.932977	1.933517	0.805341	0.458238	0.842817	50.112775	72.598514	54.912118	33.059026	1.883509	3.221027	10.145394	1.514277	1.229961	0.577379	2,869.981974	3.097493	12.558105	90.039773	3.134879	4.231104	0.119012
crompton_greeves_pump_001	79	01-01-2024 00:01	418.284651	411.75036	415.221608	1.942869	1.796237	1.901128	0.725435	0.453106	0.809789	50.043887	65.114723	53.748977	31.741694	1.605013	3.621217	10.08372	1.140956	0.881203	0.771568	2,884.67256	2.537259	9.375693	90.956698	0.059842	4.755905	0.119909
crompton_greeves_pump_001	81	01-01-2024 00:01	415.013106	414.237309	420.66545	1.849423	2.264483	2.113772	0.713418	0.445664	0.880298	50.046903	66.379406	53.024091	31.789917	1.23154	3.447907	9.945999	1.253916	0.910956	0.785652	2,900.613109	2.700761	10.352689	92.158662	1.468757	4.136216	0.095481
crompton_greeves_pump_001	82	01-01-2024 00:01	410.83633	411.241861	414.367245	2.027205	2.105957	2.11047	0.700297	0.42218	0.861349	49.822843	64.869036	52.388818	31.390682	1.226235	3.882251	10.158712	1.088367	0.932962	0.98784	2,875.722779	2.873133	11.018229	87.38742	1.450992	5.072394	0.12
crompton_greeves_pump_001	83	01-01-2024 00:01	412.944801	411.705531	413.35905	2.099725	1.9231	1.923617	0.623255	0.471739	0.822953	50.050309	68.879766	50.599597	41.760397	1.848455	3.359964	10.325093	1.373455	0.862328	0.9836	2,880.844999	2.724479	9.127804	87.249656	1.07602	4.032856	0.136933
crompton_greeves_pump_001	84	01-01-2024 00:01	412.938491	413.249565	416.150419	2.077007	1.889563	1.862218	0.762533	0.493945	0.911654	50.063869	65.029155	56.867016	23.021427	1.451353	3.586379	9.807087	1.264901	1.091507	0.79702	2,875.266058	2.772597	9.81752	101.95332	2.364445	5.367767	0.078709
crompton_greeves_pump_001	86	01-01-2024 00:01	415.937446	411.110072	416.958486	1.939453	2.069729	1.848944	0.708369	0.404981	0.840198	49.942882	67.567413	60.450047	19.963414	1.095061	3.436234	10.303991	0.828259	0.449185	0.784371	2,898.322317	2.475689	10.151319	85.157067	1.532082	3.960067	0.069568
crompton_greeves_pump_001	87	01-01-2024 00:01	418.892366	418.995099	412.531862	1.916047	1.801631	1.894256	0.728121	0.495172	0.859151	49.883807	62.239471	52.960991	35.699711	1.6287	3.373466	9.991505	1.341383	0.890448	1.01817	2,892.044329	3.156965	9.745032	94.570615	3.257909	3.609466	0.138762
crompton_greeves_pump_001	88	01-01-2024 00:01	412.620179	406.742176	412.984526	1.861505	1.959422	2.166681	0.777541	0.485594	0.809507	49.845382	59.360897	52.942788	36.663599	1.003421	3.426616	9.785758	1.603829	1.232634	0.549466	2,874.173535	2.681371	9.657378	91.597386	1.734984	3.802852	0.083137
crompton_greeves_pump_001	89	01-01-2024 00:01	409.149999	414.541628	416.349117	1.920441	1.919157	2.198633	0.750913	0.45724	0.826991	49.964287	61.529355	52.699967	31.213307	1.161442	3.241155	10.421081	0.731874	1.332364	0.659874	2,880.245255	3.292509	10.548524	88.859578	1.729064	4.790306	0.055453
crompton_greeves_pump_001	91	01-01-2024 00:01	414.729241	409.287366	408.542229	2.030335	2.108648	1.975978	0.744926	0.472389	0.885151	49.808443	63.131878	52.361138	34.458027	1.278551	3.774326	10.033763	1.189483	0.808627	0.933449	2,872.177669	3.136778	10.25732	93.158972	0.974086	4.309516	0.113572
crompton_greeves_pump_001	92	01-01-2024 00:01	414.084703	411.726716	414.56697	2.045285	1.925471	1.937044	0.723706	0.445786	0.832443	50.065681	64.217688	57.977714	29.684263	1.681766	3.649631	10.467859	1.185535	1.440731	0.750396	2,887.46101	2.846692	10.114524	84.706216	1.844484	4.573008	0.078621
crompton_greeves_pump_001	93	01-01-2024 00:01	415.315303	410.422452	412.375069	2.040433	2.341936	1.811526	0.758659	0.415207	0.817843	50.026737	63.287056	54.701889	26.952676	1.204122	3.206698	9.809475	0.771956	1.064437	0.747785	2,874.083589	3.073883	12.438206	94.515971	0.535788	4.779582	0.098639
crompton_greeves_pump_001	94	01-01-2024 00:01	412.717511	414.457255	417.362152	1.817917	2.20517	1.758444	0.733867	0.467601	0.798308	49.915771	67.692774	56.04589	27.263643	1.419074	3.199404	10.082121	0.988451	1.371413	0.863659	2,893.851575	3.123204	8.006734	85.981462	1.473484	4.797758	0.13707
crompton_greeves_pump_001	96	01-01-2024 00:01	414.191345	413.249819	405.775275	1.884006	2.127788	2.081513	0.723908	0.429966	0.876312	49.899436	69.821365	56.0672	34.486147	1.466242	3.183569	10.179818	1.39941	0.989831	0.786052	2,892.255959	2.960865	10.274111	83.622466	2.990968	3.522424	0.05859
crompton_greeves_pump_001	97	01-01-2024 00:01	415.178241	417.409014	411.295452	1.873639	1.947558	1.901569	0.666699	0.47787	0.883534	50.098509	63.081878	57.943166	31.108307	1.531474	3.644948	9.864871	1.394485	1.507961	0.614619	2,866.79302	2.641838	9.201316	86.107866	3.0664	5.567643	0.130708
crompton_greeves_pump_001	98	01-01-2024 00:01	411.426274	409.220115	414.978205	1.975598	2.014826	1.993151	0.769057	0.423616	0.855403	50.004303	62.666485	57.532475	28.686898	1.536255	3.401943	10.454304	0.82132	0.809232	1.08346	2,892.973332	2.561072	9.652392	91.578341	1.911726	4.105882	0.060629
crompton_greeves_pump_001	99	01-01-2024 00:01	417.296624	415.152347	411.980377	2.024815	1.997216	1.909861	0.694341	0.480808	0.872248	49.840368	57.488731	53.629947	26.326097	1.368417	3.622402	10.02721	1.271449	1.077436	0.418651	2,895.616415	2.733892	9.73103	88.784241	0.708428	6.296332	0.126599
crompton_greeves_pump_001	101	01-01-2024 00:01	414.444388	415.377924	414.935439	1.909416	2.110363	1.908726	0.741124	0.410592	0.86523	50.020056	70.227903	57.225723	28.28224	1.440094	3.432322	10.077989	0.817982	1.261191	1.023931	2,908.620742	2.876889	8.041875	90.547314	0.826529	4.453466	0.109079
crompton_greeves_pump_001	102	01-01-2024 00:01	417.235641	411.299304	413.264049	1.991805	1.796291	2.195438	0.782859	0.465927	0.911522	50.074516	71.614684	55.888274	28.424778	1.677236	3.837193	9.887332	1.358475	0.90108	0.687006	2,888.687858	2.73701	10.184091	92.412023	2.627509	5.304059	0.114547
crompton_greeves_pump_001	103	01-01-2024 00:01	414.670985	414.24512	420.553415	1.92262	1.918978	2.100326	0.804139	0.435067	0.836912	49.901326	66.590568	54.172425	30.943795	1.570825	3.916375	10.057296	1.503731	1.031615	0.515584	2,887.428379	2.225253	10.419676	95.744667	3.550495	5.580704	0.104467
crompton_greeves_pump_001	104	01-01-2024 00:01	413.997939	417.671989	416.907519	2.075246	2.036184	2.088975	0.736949	0.442699	0.886601	49.972337	62.541107	54.859583	25.119948	1.485827	3.044501	10.44608	1.174504	0.859649	0.518363	2,875.014971	2.915942	7.273523	87.115273	2.751869	3.149822	0.107629
crompton_greeves_pump_001	106	01-01-2024 00:01	415.196414	416.797562	413.569764	1.998824	1.966877	1.95069	0.791329	0.396156	0.868825	49.969064	66.312224	55.186826	30.964796	1.593017	3.902534	9.299421	1.449313	0.888106	0.741494	2,871.360483	2.488715	10.247911	85.217204	3.163283	5.800551	0.05876
crompton_greeves_pump_001	107	01-01-2024 00:01	414.89682	412.038503	422.347341	2.069426	1.93503	1.901688	0.688248	0.441166	0.835788	50.171045	65.642077	56.009007	39.774016	1.467544	3.763282	9.677664	0.793463	0.76206	0.502394	2,891.341102	2.611313	11.615387	89.5846	1.424481	4.543143	0.057088
crompton_greeves_pump_001	108	01-01-2024 00:01	411.069783	414.881147	411.449579	1.87851	2.15644	1.967589	0.646148	0.470699	0.873648	50.004814	68.321756	55.27038	39.461261	1.468277	3.49249	10.156569	1.243183	1.172329	1.066624	2,878.697095	2.715945	11.322517	87.959318	2.155275	3.874776	0.137661
crompton_greeves_pump_001	109	01-01-2024 00:01	414.250399	412.346993	418.170835	1.993416	1.894308	2.160071	0.685716	0.440636	0.884013	50.001678	66.906406	58.35628	28.87708	1.614885	3.319213	10.019814	0.57988	1.152523	0.723906	2,877.883614	3.045751	9.664781	95.052796	2.527256	5.475537	0.066684
crompton_greeves_pump_001	111	01-01-2024 00:01	415.129181	418.528643	418.426051	2.02724	1.878165	2.199289	0.722597	0.483794	0.844591	50.201591	67.073118	58.179868	32.533343	1.278165	3.35709	9.728776	1.117299	1.119155	0.634492	2,896.050211	2.61091	9.112015	87.766828	1.247801	5.179266	0.057361
crompton_greeves_pump_001	112	01-01-2024 00:01	417.463185	420.66523	418.688617	2.195723	2.027947	2.182679	0.781866	0.428604	0.864008	49.844747	62.91914	53.882275	22.448721	1.305565	3.990523	9.942913	1.121437	1.025036	0.709507	2,885.666096	2.781327	11.280284	81.856801	1.84481	5.539757	0.11461
crompton_greeves_pump_001	113	01-01-2024 00:01	412.944449	407.094154	416.555713	1.768878	1.881287	1.931357	0.742338	0.428694	0.872179	49.9399	66.028526	58.486165	26.40342	1.525771	3.016016	10.357196	1.576958	0.805135	0.435723	2,856.8274	3.056863	9.137468	90.537059	1.695631	4.835853	0.077138
crompton_greeves_pump_001	114	01-01-2024 00:01	410.769919	413.116426	408.131291	1.737203	2.028893	2.041299	0.746255	0.498619	0.820424	50.004088	64.579516	54.07004	32.9259	1.789881	3.509446	10.707008	0.971668	0.95499	0.828114	2,879.160318	2.661376	12.47669	90.261232	2.20189	4.090951	0.136208
crompton_greeves_pump_001	116	01-01-2024 00:01	414.631522	413.224202	414.430488	2.056875	2.080028	1.954236	0.776922	0.43694	0.805613	49.923132	63.756883	53.005668	26.159729	1.60788	3.409577	9.873576	1.500908	0.82567	0.56193	2,886.952869	2.950572	9.866629	85.335843	1.406094	4.94264	0.061172
crompton_greeves_pump_001	117	01-01-2024 00:01	418.274303	415.610019	419.513597	1.960208	2.205186	1.900767	0.722917	0.42087	0.825631	50.035619	67.552233	55.165276	29.699826	1.466189	3.737589	10.06408	1.34268	1.08859	0.666439	2,884.899972	2.9068	9.879058	95.227659	2.363416	6.113434	0.102288
crompton_greeves_pump_001	118	01-01-2024 00:01	419.151541	414.812375	412.781718	2.238024	1.958563	1.846566	0.745583	0.417992	0.861092	50.080002	67.821599	56.604741	30.165216	1.447069	3.424921	10.240627	1.446981	1.312697	0.776657	2,866.451923	2.845037	9.304498	87.968682	1.755802	6.217459	0.139119
crompton_greeves_pump_001	119	01-01-2024 00:01	413.397965	409.423235	414.362352	1.687742	2.034273	2.279712	0.704581	0.455247	0.836789	49.996358	68.993302	57.397186	22.286857	1.886231	3.51802	10.087422	1.197525	0.978856	0.72941	2,885.660548	2.72595	9.41946	92.913853	3.860348	5.331214	0.098771
crompton_greeves_pump_001	121	01-01-2024 00:02	415.179953	413.75996	414.333644	2.14355	2.020406	2.144535	0.808539	0.409067	0.814041	50.057839	66.944988	56.826707	34.771446	1.522054	3.831609	9.71742	0.643627	0.782268	1.090327	2,875.587066	2.839834	8.260478	95.07676	0.459554	3.738727	0.146045
crompton_greeves_pump_001	122	01-01-2024 00:02	414.750887	410.860101	414.883199	1.993965	2.102096	1.846487	0.76104	0.447458	0.855222	49.97541	67.838964	55.174836	35.400132	1.766674	2.821525	9.865365	1.119408	1.310472	0.439953	2,886.292457	2.875566	9.752012	88.811646	1.926409	2.415807	0.13311
crompton_greeves_pump_001	123	01-01-2024 00:02	416.733838	410.318553	413.91523	2.066162	1.798111	1.916507	0.706743	0.466605	0.840497	49.963687	67.326534	54.126647	31.458462	1.487733	3.173961	10.045926	1.756361	1.154384	1.213995	2,881.177223	2.752033	9.908165	92.088137	1.734279	4.246531	0.088653
crompton_greeves_pump_001	124	01-01-2024 00:02	414.894619	409.889761	414.140689	1.713998	1.924569	1.978877	0.798277	0.417218	0.834861	49.92313	68.141463	54.910063	24.164121	1.204855	4.167472	10.501318	1.261791	0.950222	0.807018	2,884.164078	3.023346	9.495399	89.344161	1.682799	5.73076	0.096069

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YAML Metadata Warning:The task_categories "anomaly-detection" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

Crompton Greeves Three Phase Pump Predictive Maintenance Dataset

This Praxis mirror contains processed Parquet files for the Crompton Greaves CG-IPM-15 synthetic pump predictive-maintenance dataset used as TwinnableAgent Dataset 11.

Source and Attribution

Primary metadata/source page: IEEE DataPort, DOI 10.21227/1bzr-hq65
Public source repository cited by the IEEE README: https://github.com/rajesh-amrita/pump_maintenance
Authors/attribution: Rajesh T and Anju S Pillai, Amrita Vishwa Vidyapeetham

The IEEE page describes the dataset as synthetic data emulating six months of continuous operation of a Crompton Greaves CG-IPM-15 three-phase industrial centrifugal pump.

Files

data/train.parquet: deterministic 80% split, preserving temporal order coverage by assigning every fifth row to validation.
data/val.parquet: deterministic 20% split.
metadata.json: source, schema, row-count, and split metadata.

Schema

Replay columns added by Praxis:

unit_id: constant unit identifier for the pump run.
cycle: deterministic one-based row counter used for replay.

Source fields retained:

Timestamp
Phase1_Voltage, Phase2_Voltage, Phase3_Voltage
Phase1_Current, Phase2_Current, Phase3_Current
Active_Power, Reactive_Power, Power_Factor, Frequency
Stator_Temperature, Bearing_Temperature, Ambient_Temperature
Inlet_Pressure, Outlet_Pressure, Flow_Rate
Vibration_X, Vibration_Y, Vibration_Z
Motor_Speed, Torque
Insulation_Resistance, Oil_Level, Current_Unbalance, THD_Current, Bearing_FFT_Harmonics
Failure_Code: 0 normal, 1 bearing wear, 2 winding insulation degradation, 3 impeller damage/cavitation, 4 multi-fault condition.

Praxis Role

Dataset 11: cross-domain pump deployment context for H1 generalization and future cross-domain predictive-maintenance experiments.

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