Datasets:

eoinedge
/

heater-anomaly-windows

t0 float64	t1 float64	t2 float64	t3 float64	t4 float64	t5 float64	t6 float64	t7 float64	t8 float64	t9 float64	t10 float64	t11 float64	t12 float64	t13 float64	t14 float64	t15 float64	t16 float64	t17 float64	t18 float64	t19 float64	t20 float64	t21 float64	t22 float64	t23 float64	t24 float64	t25 float64	t26 float64	t27 float64	t28 float64	t29 float64	t30 float64	t31 float64	label int64	label_name string
45.929	45.879	46.269	46.228	45.932	45.399	45.933	46.179	46.161	46.157	46.109	46.454	46.427	46.028	45.8	45.721	46.306	46.386	46.339	45.706	46.083	46.755	46.353	46.18	46.19	46.312	46.69	46.765	46.589	46.069	46.619	46.735	0	normal
48.828	48.771	48.97	48.951	48.795	48.677	49.109	49.059	49.178	49.752	48.661	48.665	49.542	49.246	48.9	49.298	49.27	49.26	49.58	49.337	49.556	49.397	49.398	49.442	49.187	49.314	50.267	29.752	49.398	49.889	49.848	49.757	1	anomaly
51.614	50.6	50.882	50.688	51.029	51.066	51.339	50.921	51.218	51.027	51.348	51.518	51.564	51.339	52.144	50.929	51.652	52.157	51.853	51.65	51.566	52.232	51.372	51.925	52.35	51.794	51.555	52.017	52.161	52.144	52.135	52.255	0	normal
53.173	46.741	48.522	49.47	53.611	49.665	50.152	47.315	50.754	48.902	43.53	37.725	48.425	44.702	49.328	48.616	45.838	52.941	42.187	48.906	46.85	52.515	45.001	51.606	43.311	48.759	48.486	46.593	49.14	45.333	41.071	48.319	1	anomaly
53.129	53.484	53.907	53.614	54.038	53.791	53.844	53.091	53.969	53.599	53.706	53.196	53.125	53.111	53.851	53.381	53.552	53.535	53.453	53.65	53.286	53.663	53.187	52.809	53.424	53.468	53.47	52.892	53.417	53.052	52.867	52.961	0	normal
51.929	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
47.299	47.291	47.457	47.378	47.244	47.156	47.29	47.042	46.705	47.191	47.265	47.533	46.574	46.604	46.59	46.697	46.472	46.695	47.009	47.171	46.712	46.259	46.292	46.328	46.188	46.596	46.423	45.989	46.579	46.241	45.935	46.073	0	normal
55.099	52.015	44.455	49.553	50.288	52.452	55.839	59.278	48.296	43.322	48.296	45.103	56.922	51.544	53.376	50.478	46.896	52.962	51.785	53.988	68.491	50.156	52.226	52.572	58.26	49.391	44.276	60.095	45.394	40.024	41.836	54.971	1	anomaly
46.574	46.906	46.803	46.884	46.578	47.063	46.75	47.035	46.941	46.734	46.981	46.493	46.553	46.76	46.79	47.063	47.113	47.263	47.153	47.512	47.254	46.988	47.175	47.42	47.167	47.13	47.192	46.994	47.362	47.619	47.437	47.46	0	normal
49.695	49.653	55.72	46.8	60.091	49.681	54.404	49.724	58.79	47.363	56.973	42.582	47.314	50.976	56.716	54.399	59.798	53.626	49.081	50.514	51.152	52.518	56.92	52.885	53.586	50.859	61.311	50.622	52.637	53.028	49.338	41.255	1	anomaly
55.543	54.843	55.117	54.955	55.241	55.147	54.99	55.074	55.588	54.877	54.716	55.161	55.477	55.276	55.476	54.876	55.237	55.625	55.315	55.715	55.348	55.246	55.734	55.456	54.444	55.821	55.735	55.656	55.387	55.473	55.122	55.257	0	normal
51.292	51.495	51.547	51.617	51.193	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
52.785	51.949	51.99	52.344	51.751	51.492	52.244	52.128	52.752	52.23	52.476	52.424	53.234	51.71	52.359	52.115	52.487	52.418	52.57	52.442	52.02	51.807	51.945	51.442	52.18	52.153	52.095	52.706	51.991	52.178	52.229	52.648	0	normal
51.346	51.268	42.318	42.161	41.889	42.349	41.626	51.284	50.948	50.735	50.775	50.372	50.969	51.474	50.806	50.538	50.395	50.618	50.2	50.213	50.725	50.557	50.338	50.773	50.407	50.386	49.988	49.408	50.021	50.07	50.157	50.23	1	anomaly
52.033	52.158	51.953	52.077	52.906	52.54	52.324	52.186	53.185	52.615	52.606	52.629	53.136	52.538	52.938	52.288	53.486	52.515	53.081	53.545	52.617	53.224	52.247	53.242	53.175	53.554	53.533	52.988	53.48	53.394	53.529	53.029	0	normal
47.088	47.159	47.098	47.475	47.416	47.357	47.702	47.439	47.093	46.852	47.153	47.426	47.17	47.311	70.235	70.591	70.737	70.4	46.969	46.587	46.911	47.115	47.201	46.63	46.918	47.492	46.738	47.43	47.05	46.838	47.073	46.777	1	anomaly
49.134	49.03	48.336	48.12	48.643	48.844	48.112	48.825	48.424	48.885	48.617	48.527	48.072	48.056	48.579	48.41	48.519	48.482	47.793	47.927	48.006	47.65	48.335	47.881	47.497	48.173	47.508	47.689	48.288	46.974	47.773	47.558	0	normal
47.577	45.461	57.983	44.143	55.365	59.776	40.073	46.372	49.886	54.788	55.258	48.564	42.846	43.227	46.025	46.43	46.752	55.058	45.241	50.943	54.057	43.149	47.205	60.26	44.867	56.723	51.156	47.023	53.391	55.442	47.026	53.091	1	anomaly
47.657	48.037	47.825	47.206	47.969	47.827	47.481	47.581	47.946	49.041	48.214	48.936	48.063	48.062	47.812	48.121	47.766	48.023	48.09	48.419	48.38	48.066	48.443	48.615	48.56	47.552	48.791	48.247	48.63	48.453	48.427	48.503	0	normal
46.47	45.873	46.03	46.459	45.9	46.018	45.634	45.668	45.668	45.878	45.532	45.75	45.872	45.306	46.039	45.748	45.482	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
53.999	54.619	53.669	53.952	54.146	54.507	53.99	54.095	53.378	54.051	53.76	54.148	53.395	53.804	53.411	53.604	53.205	53.263	54.441	53.229	53.105	53.184	53.602	53.739	53.127	53.445	53.22	53.143	53.177	52.998	52.857	52.997	0	normal
48.759	47.89	46.645	46.169	43.872	43.347	41.733	40.64	39.383	38.255	37.241	35.62	34.306	33.093	32.82	30.982	29.989	28.426	27.883	26.181	24.529	24.084	22.801	21.326	20.308	19.331	18.294	17.214	15.854	15.347	12.492	11.538	1	anomaly
50.227	50.731	50.816	50.478	50.594	51.079	51.113	50.636	50.166	50.882	50.317	50.674	50.703	50.753	50.817	50.694	50.567	50.356	50.651	50.752	51.468	50.969	50.776	50.894	51.639	50.688	51.528	51.068	51.125	51.057	50.673	51.256	0	normal
52.039	51.836	52.446	52.417	52.288	51.686	52.186	51.974	51.938	51.732	51.652	51.809	65.416	65.306	65.06	65.696	65.346	52.213	52.084	51.679	50.928	52.142	51.399	51.59	51.104	51.28	51.475	51.037	52.294	51.432	51.235	51.717	1	anomaly
50.165	50.256	50.814	49.991	50.84	50.17	50.512	50.609	50.724	50.433	50.461	50.26	50.397	50.423	49.868	50.384	50.09	50.285	49.704	50.041	49.661	49.978	49.899	49.88	49.584	49.603	49.752	50.037	49.304	49.091	49.707	49.836	0	normal
52.161	51.954	51.724	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
46.298	45.88	46.714	46.833	47.117	46.906	47.33	46.465	46.627	47.245	46.78	47.24	47.086	47.149	47.249	47.637	47.135	46.943	46.897	47.452	47.239	47.619	47.37	47.771	46.952	47.736	47.765	47.866	48.172	47.511	48.286	47.339	0	normal
52.787	56.675	47.789	50.34	51.618	51.08	51.052	55.355	50.5	51.169	52.265	43.951	53.633	53.348	48.375	51.514	53.982	52.655	50.083	51.866	46.504	50.436	51.988	48.888	48.223	51.384	55.543	50.104	53.301	49.872	50.673	53.57	1	anomaly
48.771	48.436	48.3	48.475	48.423	48.424	48.821	48.464	48.723	48.915	48.563	48.386	48.549	48.749	49.159	48.642	48.781	47.902	48.555	48.503	48.648	48.227	48.856	48.875	48.63	48.617	48.482	48.343	48.459	48.559	49.074	47.917	0	normal
44.533	41.071	47.626	46.214	51.528	50.585	44.955	46.949	40.418	37.794	46.166	53.226	46.912	51.848	46.93	44.043	49.971	47.669	56.253	52.896	43.604	52.547	50.162	40.149	45.361	37.292	37.534	47.073	44.276	41.018	51.266	36.337	1	anomaly
51.353	50.695	50.939	51.201	50.937	50.721	50.697	50.816	50.893	50.404	50.843	50.606	51.273	51.335	51.167	51.137	51.103	51.218	51.654	52.09	51.439	51.549	52.089	52.135	52.132	51.901	51.996	52.166	51.608	52.082	51.611	52.329	0	normal
49.817	48.734	48.663	49.502	49.012	49.174	49.163	49.242	48.934	49.305	48.974	49.22	48.62	48.623	48.738	48.986	48.088	48.448	48.339	48.588	48.302	48.605	48.465	48.21	0	0	0	0	0	0	0	0	1	anomaly
46.3	45.726	46.303	45.799	46.53	46.051	46.06	45.089	45.959	45.657	45.627	46.014	45.535	45.511	45.515	45.76	45.603	45.388	45.51	45.428	45.286	45.833	46.062	45.424	44.625	45.13	45.056	44.847	45.663	45.585	44.772	45.421	0	normal
52.649	52.202	52.449	52.982	53.071	52.393	52.564	53.151	53.117	52.941	53.293	52.821	52.81	51.925	51.163	50.594	48.424	47.478	45.604	44.758	44.559	43.655	41.876	40.517	40.304	38.291	37.742	36.271	35.888	34.407	32.918	31.694	1	anomaly
45.673	45.306	46.409	45.7	45.755	46.295	45.721	45.808	45.508	45.625	46.046	46.263	45.907	45.53	45.483	45.284	45.476	45.173	45.456	45.469	45.673	45.246	45.049	45.091	45.674	45.246	45.171	45.181	45.09	45.66	45.195	45.196	0	normal
49.244	49.45	49.732	49.109	49.308	49.021	49.089	49.134	49.551	48.888	49.169	49.31	49.037	49.523	48.32	49.48	48.712	48.555	48.733	49.066	48.83	48.705	26.293	26.547	26.038	25.671	25.632	48.434	48.364	48.885	48.545	48.514	1	anomaly
53.851	54.377	53.875	53.874	53.318	54.181	54.391	53.391	52.983	54.128	54.366	53.703	54.305	54.078	53.78	53.98	53.42	54.07	53.635	53.751	54.048	54.285	53.842	54.51	54.377	53.918	53.728	54.147	54.27	54.112	54.243	54.157	0	normal
37.753	43.233	47.38	55.527	49.761	49.21	47.361	49.945	40.113	44.948	54.062	49.712	45.362	50.706	49.628	49.55	47.707	52.238	47.073	47.868	38.505	45.625	51.357	47.552	44.705	54.727	47.925	44.7	50.257	46.39	51.501	43.384	1	anomaly
51.228	52.179	51.463	51.796	51.599	51.889	52.19	52.034	51.966	52.342	52.11	51.584	52.496	52.392	51.995	51.162	51.931	52.133	52.072	52.672	52.146	52.417	52.042	52.725	52.417	52.85	52.302	52.801	52.302	52.425	52.786	52.909	0	normal
53.796	46.47	48.983	53.247	55.9	51.141	47.473	48.59	39.909	55.008	46.06	56.716	48.57	48.532	47.952	42.051	48.076	52.499	54.027	47.822	52.142	35.847	51.242	49.541	56.491	50.321	45.466	56.41	52.88	53.283	52.379	50.86	1	anomaly
44.363	43.428	43.367	43.948	43.726	43.431	43.574	44.345	43.761	43.867	43.468	43.833	43.121	44.566	44.132	44.209	43.849	43.628	44.031	43.59	44.279	44.121	44	43.762	43.34	43.718	43.671	43.378	43.479	44.076	43.698	44.1	0	normal
45.669	56.565	47.633	48.955	49.555	47.161	44.372	48.191	49.216	47.557	45.214	54.137	51.057	52.099	55.648	44.731	44.545	46.931	48.69	49.518	44.239	56.048	59.21	49.031	47.623	57.995	45.357	51.448	52.361	52.575	49.32	42.677	1	anomaly
49.489	50.334	49.85	50.443	50.111	50.301	50.024	50.207	50.267	50.663	50.153	50.759	49.925	50.883	50.787	50.919	50.047	50.521	51.03	50.345	50.151	50.364	50.563	51.468	50.5	50.759	51.266	51.359	50.86	50.909	51.567	51.162	0	normal
43.026	55.826	38.438	43.819	44.089	42.352	46.756	38.876	36.02	40.128	52.728	47.932	42.854	41.878	51.05	43.558	46.647	43.397	47.029	49.479	45.387	43.722	45.815	50.097	46.902	42.015	47.944	53.11	46.037	43.591	44.832	44.104	1	anomaly
50.269	50.496	50.022	49.979	50.891	50.624	50.133	50.668	50.224	50.6	50.403	50.442	50.308	49.834	50.252	50.291	49.756	50.135	49.628	50.807	49.657	50.228	49.487	49.572	50.417	50.077	49.943	49.175	49.675	49.389	49.721	49.173	0	normal
48.706	52.205	47.621	47.857	49.726	51.961	47.952	49.356	45.939	51.68	49.602	52.217	47.811	48.37	49.904	52.874	47.605	52.176	55.463	49.206	51.825	45.272	50.265	49.018	47.641	49.192	48.355	54.512	42.547	50.304	55.289	47.244	1	anomaly
53.264	53.331	53.724	53.523	53.22	53.603	53.096	53.393	52.573	53.668	53.04	53.422	52.563	53.461	52.796	52.715	52.893	52.669	52.339	53.002	52.792	52.721	52.862	52.483	53.084	52.46	52.58	52.523	52.748	52.629	52.335	52.729	0	normal
56.316	56.822	57.125	56.604	56.422	56.854	56.492	56.583	57.148	57.449	58.222	58.354	59.262	59.437	60.825	61.349	61.885	62.32	62.546	63.167	63.761	64.118	64.728	65.047	65.997	66.77	66.769	67.406	68.066	69.007	69.18	69.491	1	anomaly
46.169	46.145	46.448	46.711	46.281	45.695	45.808	45.995	46.505	46.078	46.385	46.205	45.704	45.964	45.799	46.159	45.361	45.605	45.492	45.739	45.719	46.295	45.407	45.212	45.952	45.275	45.251	45.509	45.348	45.37	45.291	45.394	0	normal
46.576	45.595	45.767	46.546	46.093	46.312	45.796	45.748	45.903	46.026	46.335	46.49	46.781	45.955	46.32	46.392	46.781	46.292	46.088	46.683	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
47.565	47.66	47.567	47.303	47.366	47.903	47.713	48.1	47.741	47.741	47.673	47.793	47.703	48.211	48.003	48.115	47.991	47.913	47.666	48.396	48.494	48.368	48.529	48.212	48.295	48.587	48.765	48.286	48.816	49.093	48.722	48.608	0	normal
45.505	45.752	45.298	45.278	45.301	45.301	45.379	45.466	46.092	45.348	45.466	45.388	45.191	45.805	46.101	45.502	45.638	45.746	45.945	45.513	45.952	45.789	45.993	45.484	45.416	45.933	45.498	0	0	0	0	0	1	anomaly
45.485	44.896	45.063	44.962	45.834	45.787	45.779	46.35	45.855	45.994	46.024	45.439	45.983	45.752	46.028	45.893	45.962	46.232	45.814	45.635	46.335	46.134	46.483	45.504	45.968	46.241	46.051	46.432	46.545	46.402	46.919	47.17	0	normal
55.254	55.637	55.481	55.459	56.317	54.902	55.845	55.796	55.474	55.132	55.623	55.778	55.056	55.299	55.925	55.224	55.319	55.023	55.244	54.905	55.412	55.023	55.305	54.994	38.987	38.961	39.264	39.289	54.59	55.297	55.275	54.45	1	anomaly
53.405	53.053	53.331	53.418	53.815	53.998	53.498	54.039	53.646	53.856	53.662	53.482	53.454	53.905	54.406	54.017	53.742	54.379	54.039	54.062	53.744	54.15	53.637	53.814	53.938	53.815	54.18	54.113	53.757	54.404	53.835	54.608	0	normal
49.897	49.66	49.586	50.08	50.009	50.251	50.329	51.146	52.21	52.441	53.255	54.853	55.396	56.178	56.843	57.13	58.033	59.937	59.62	60.593	61.697	62.259	62.646	63.071	64.525	64.924	65.903	66.963	67.263	68.601	69.057	69.294	1	anomaly
48.312	47.911	48.699	48.087	48.96	48.344	48.513	48.04	48.751	48.196	48.169	48.379	48.531	48.361	48.168	48.434	48.063	47.918	48.136	48.056	47.583	48.637	48.092	47.905	48.294	48.484	47.676	48.111	47.656	48.084	48.725	47.577	0	normal
0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
46.783	46.719	46.505	46.638	46.653	45.928	47.021	47.221	46.965	46.981	46.708	46.262	46.01	46.7	47.021	46.905	46.007	46.539	46.29	46.376	46.001	46.574	45.765	45.865	46.836	45.853	46.311	46.099	46.031	45.828	45.558	45.716	0	normal
46.108	46.507	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
44.205	44.024	43.794	43.631	44.129	43.804	44.275	43.52	44.322	43.369	43.961	43.396	43.734	43.738	44.088	44.43	43.819	43.993	44.091	44.032	43.564	43.505	43.821	43.935	43.464	43.871	43.539	44.013	43.888	43.603	43.749	44.056	0	normal
56.496	45.182	49.494	44.039	56.361	55.774	40.234	40.582	51.481	42.747	38.585	52.774	46.564	39.962	52.174	42.188	50.639	43.749	64.041	52.108	52.197	49.053	41.123	40.706	49.605	57.512	47.148	37.345	45.539	35.758	38.177	41.121	1	anomaly
51.869	52.265	51.667	52.308	51.972	51.592	51.955	51.913	51.742	51.781	51.457	51.813	51.824	51.855	51.651	51.531	52.19	51.368	51.126	51.242	51.292	51.735	51.345	50.826	51.606	51.45	51.22	51.702	51.641	51.341	51.165	51.356	0	normal
58.627	58.994	55.438	55.93	58.809	60.277	52.988	58.982	53.696	57.049	59.02	56.595	54.157	55.843	54.455	55.867	52.881	59.215	56.287	53.66	56.352	54.969	51.539	52.775	55.365	53.413	57.383	48.456	52.341	53.412	55.789	52.043	1	anomaly
48.728	48.988	48.35	48.804	48.179	48.272	48.177	48.58	48.189	48.052	48.606	48.235	48.149	48.014	47.916	47.729	47.583	48.378	48.02	47.311	47.731	47.677	47.625	48.001	47.674	47.432	47.246	47.278	47.496	47.317	47.237	47.349	0	normal
49.366	49.442	49.228	48.083	46.427	45.269	44.466	43.235	41.291	40.251	38.888	37.804	36.616	35.2	34.105	32.574	31.078	29.575	28.761	27.773	25.786	24.747	23.534	22.191	20.853	19.975	18.169	17.052	15.502	14.51	13.697	11.784	1	anomaly
48.517	48.78	48.594	48.043	48.617	48.198	48.919	48.933	49.035	48.262	48.807	49.079	48.467	48.634	48.944	48.82	48.632	48.165	48.713	48.793	48.775	48.809	48.731	48.871	48.907	49.365	49.038	48.581	48.54	49.348	49.113	49.079	0	normal
47.714	47.726	47.33	47.467	47.664	47.525	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
52.61	52.414	52.73	52.224	52.353	52.17	51.896	51.935	52.368	51.887	51.797	52.017	51.638	52.291	51.663	51.513	51.636	51.355	51.818	51.455	51.497	51.576	51.744	51.502	51.384	51.782	51.457	51.382	51.442	51.105	51.383	51.273	0	normal
46.809	46.346	46.914	46.438	47.116	45.995	46.724	46.976	46.301	46.86	45.425	46.62	46.251	46.592	46.728	46.344	46.88	45.945	46.399	46.12	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
50.444	49.783	49.315	50.196	50.175	49.745	49.813	50.553	49.447	49.704	49.545	49.805	49.434	49.704	49.811	50.078	49.039	49.426	49.888	49.205	49.303	48.866	48.98	48.809	49.665	49.649	48.834	48.751	49.212	48.873	49.204	49.041	0	normal
57.59	53.132	51.526	58.562	50.174	51.287	53.508	55.587	47.861	65.706	61.741	56.595	58.275	55.312	61.436	52.585	51.177	55.364	59.43	60.669	67.544	51.99	52.62	59.797	62.088	52.839	56.445	51.161	54.991	58.409	47.123	54.662	1	anomaly
47.266	47.565	47.339	47.652	47.364	47.518	47.66	47.233	47.381	46.967	47.531	48.015	47.112	47.736	47.469	46.84	47.179	47.272	47.442	46.898	47.116	46.988	47.32	47.749	47.067	47.48	47.455	47.182	46.978	47.216	46.914	46.91	0	normal
47.487	47.633	47.446	47.126	47.222	47.21	63.514	63.601	62.909	63.261	63.798	46.626	47.018	46.841	46.924	47.13	47.122	47.072	47.283	46.628	47.117	46.862	46.928	47.296	46.422	46.937	46.823	47.194	46.789	46.641	47.182	47.291	1	anomaly
46.717	46.249	46.645	46.704	46.299	46.457	46.392	46.343	46.077	46.515	46.272	45.537	45.971	45.753	46.344	46.291	46.14	45.981	45.691	45.923	45.961	45.873	45.463	45.52	45.565	45.901	45.946	45.626	45.202	45.666	44.65	45.579	0	normal
48.074	52.379	51.798	52.861	50.388	45.531	49.968	55.017	49.619	56.001	46.59	53.082	49.59	48.069	49.102	51.011	49.648	46.243	49.355	55.247	53.762	55.82	49.701	53.206	54.484	55.057	48.63	50.81	47.696	44.482	46.941	47.416	1	anomaly
50.213	49.804	50.001	50.175	49.971	49.94	49.624	49.734	49.768	49.518	49.375	49.451	49.508	49.655	49.755	49.751	49.03	49.748	49.462	48.938	49.002	49.414	49.178	48.884	48.922	49.215	49.395	48.562	48.482	48.849	48.28	48.301	0	normal
46.578	46.502	47.183	47.404	48.608	48.888	49.242	49.284	50.366	50.152	50.925	51.325	52.199	53.033	52.909	53.829	54.729	54.963	54.935	55.695	56.199	56.951	57.553	58.068	58.338	59.346	59.364	59.629	60.41	61.274	61.788	61.791	1	anomaly
53.911	53.957	54.34	54.209	54.353	54.38	54.522	54.043	54.19	54.25	54.09	54.2	54.058	54.234	54.246	53.831	54.073	54.459	53.763	54.561	54.572	53.605	53.485	54.148	53.655	54.026	53.829	53.976	53.178	53.939	53.723	54.421	0	normal
47.419	46.518	47.041	46.182	46.201	46.624	47.345	46.866	46.298	46.423	46.582	46.93	45.745	45.996	46.273	45.936	46.252	46.108	46.823	45.672	46.358	46.537	45.774	45.972	45.996	31.083	30.939	31.495	31.545	31.513	45.907	45.537	1	anomaly
50.867	50.7	50.84	51.001	50.984	50.861	50.852	50.795	51.283	50.925	50.883	50.783	51.429	51.032	51.59	51.044	51.282	51.437	51.596	51.748	51.52	51.823	51.411	51.516	51.75	51.906	51.7	51.957	52.115	52.274	51.84	51.949	0	normal
49.831	49.455	49.878	50.419	49.966	49.645	50.227	49.69	49.827	50.127	49.73	49.828	50.844	50.518	50.394	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
57.001	57.241	56.541	56.7	57.134	56.596	56.585	56.754	57.138	56.629	56.863	56.88	56.608	56.634	56.711	57.25	57.673	57.034	57.466	56.729	56.855	56.368	56.897	56.752	56.912	56.673	56.603	57.194	57.389	56.596	56.734	56.762	0	normal
52.063	43.926	52.806	52.715	53.141	53.783	53.646	53.373	53.122	55.125	53.24	54.532	54.224	54.109	47.957	57.354	54.876	46.442	49.227	56.751	51.098	51.973	55.101	50.512	49.71	52.089	53.532	54.496	53.514	54.305	59.837	55.909	1	anomaly
45.164	46.039	44.901	45.834	45.543	45.785	45.34	45.484	45.513	45.193	45.098	45.804	45.455	45.42	45.482	44.792	44.971	45.144	45.188	45.291	44.973	44.922	44.858	44.455	45.221	44.977	44.981	44.445	44.879	44.72	44.633	44.106	0	normal
50.898	51.56	51.194	51.435	50.888	51.083	50.86	51.007	50.871	50.97	51.008	51.159	50.812	51.803	52.242	52.722	53.317	53.573	53.995	53.895	54.835	55.758	55.198	55.643	56.037	56.474	56.702	56.827	57.612	57.552	58.4	58.764	1	anomaly
54.225	54.113	54.42	53.758	54.132	54.075	53.962	53.535	54.195	54.026	53.776	53.98	54.029	53.461	53.454	53.292	53.475	52.993	53.487	53.697	53.507	53.541	52.944	53.131	53.889	53.219	53.228	52.959	52.805	53.021	53.244	52.743	0	normal
47.604	54.407	53.767	47.288	52.235	43.251	49.439	52.059	47.101	45.475	55.068	53.032	50.003	53.622	52.93	45.472	50.452	52.844	56.637	46.734	50.397	53.076	48.213	49.935	53.84	56.589	48.194	52.772	43.145	49.042	50.423	52.196	1	anomaly
45.479	45.457	45.637	45.679	45.209	45.361	45.372	45.618	45.529	45.318	45.92	44.944	45.252	45.019	44.978	45.294	45.405	45.193	44.446	45.364	44.888	44.802	44.907	44.979	44.291	44.837	45.35	44.546	44.587	44.16	44.963	44.616	0	normal
49.972	49.92	50.216	50.711	49.733	50.231	49.983	50.049	49.824	50.12	49.776	49.439	50.352	49.743	49.844	49.585	49.735	49.638	49.863	49.532	49.591	49.398	0	0	0	0	0	0	0	0	0	0	1	anomaly
48.01	47.656	47.628	47.108	47.966	47.3	47.201	47.265	47.633	47.503	47.108	47.293	47.706	47.39	47.331	47.564	47.372	47.671	47.58	47.621	47.347	47.37	47.133	47.071	47.134	46.884	47.122	48.029	47.088	47.026	47.52	47.136	0	normal
50.643	59.003	47.96	50.038	43.167	43.549	46.179	53.238	49.451	52.035	48.545	46.524	41.813	45.563	51.394	47.924	47.188	44.665	51.83	44.91	54.385	40.127	56.332	43.935	44.35	54.531	44.503	44.307	44.21	53.883	54.096	45.117	1	anomaly
48.701	49.283	48.802	47.94	48.787	48.191	48.064	48.594	48.113	48.42	48.762	48.727	49.001	48.909	48.242	48.37	48.214	48.426	48.058	48.098	48.418	48.607	48.453	48.272	48.411	48.404	48.734	48.799	48.736	49.101	47.803	48.665	0	normal
46.742	46.556	46.675	47.242	47.148	46.546	47.502	47.433	47.245	47.582	46.94	47.22	49.067	49.657	50.946	52.424	53.288	54.329	55.122	56.682	58.01	59.587	60.309	61.511	62.718	63.625	64.636	66.013	66.947	68.055	69.656	69.984	1	anomaly
53.819	53.943	53.724	54.037	53.843	54.516	54.409	54.26	54.172	54.27	54.598	54.023	54.155	55.023	54.365	54.281	54.435	54.421	54.879	54.427	54.75	54.556	54.694	54.403	54.572	55.244	54.477	54.774	54.97	54.991	54.451	54.707	0	normal
52.958	53.47	52.837	53.376	52.64	53.245	52.966	53.173	52.879	53.212	52.806	53.315	52.935	53.177	53.123	78.153	52.971	52.777	53.318	53.182	52.839	53.689	53.897	53.758	53.479	53.392	53.239	52.889	53.723	52.882	53.627	53.116	1	anomaly
53.976	53.56	53.788	53.399	53.759	53.711	54.429	53.878	54.426	53.722	53.624	54.117	53.312	53.468	53.911	53.708	53.448	53.872	53.376	53.825	53.884	53.566	53.625	53.405	53.439	53.449	53.667	53.761	53.501	53.408	54.099	53.357	0	normal
54.385	54.031	54.008	53.818	54.107	53.86	53.736	53.785	53.368	54.137	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	anomaly
54.208	53.821	53.362	53	53.991	53.667	53.405	53.473	53.816	52.963	52.677	53.072	53.774	53.482	53.654	54.001	53.644	53.972	53.639	54.009	53.607	54.26	54.069	53.648	53.08	53.589	53.816	53.623	53.749	53.96	53.036	53.069	0	normal
45.074	61.056	52.501	51.483	50.178	55.882	49.742	58.311	57.946	56.963	49.975	60.443	60.567	51.878	52.447	64.199	52.572	50.864	58.923	51.957	53.349	57.045	51.528	61.96	53.061	53.059	52.514	52.406	53.793	64.812	48.161	56.437	1	anomaly

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Heater anomaly windows

Synthetic temperature windows for training tiny anomaly detectors that run on microcontrollers. Each row is 32 consecutive readings (3.2 s at 10 Hz, degrees C) from a simulated heater loop, labelled normal (0) or anomaly (1). This is the data behind eoinedge/AnomalyNet.

Split	Rows	Anomalies	Seed
train	20,000	50 %	0
validation	4,000	50 %	1
test	4,000	50 %	12345

Columns: t0 ... t31 (Celsius, 3 decimals), label (0/1), label_name.

How it is generated

generate.py (in this repo) is the generator from the training script:

normal: a setpoint near 50 C with a slow sinusoidal drift and Gaussian sensor noise (sigma 0.3 C)
anomaly, one of four, chosen at random: spike (one or two samples jump 8 to 20 C), dropout (a few samples read 0 or a rail value), ramp (the second half runs away by several degrees), noise burst (sigma 2 to 6 C)

Rows alternate normal/anomaly, so every split is balanced. The windows are not normalised; AnomalyNet normalises as (t - 50) / 20 on the device.

Intended use

A controlled, reproducible stand-in for a real process variable when you want to try an on-device anomaly detector end to end (train, export, embed, self-test) before wiring up a real sensor. It is not a substitute for data from your own plant.

License

Apache-2.0.

Downloads last month: 66

Models trained or fine-tuned on eoinedge/heater-anomaly-windows

eoinedge/AnomalyNet

Tabular Classification • Updated 29 days ago • 107