Anomaly Detection for Time Series with Difference Rate Sample Entropy and Generative Adversarial Networks

Table 1

Sample of original data.

Time	O2	CO	CO2	CH4	C2H4	C3H6	C2H2	T
1	9.83	0	49.08	12.85	0	0	0	23
2	9.51	0	42.16	12.69	0	0	0	36
3	9.62	0	53.17	12.41	0	0	0	49
4	9.78	1.91	62.9	12.86	0	0	0	60
5	9.5	3.96	72.16	12.3	0	0	0	72
6	9.48	31.25	482.39	18.95	0.18	0	0	152
7	9.38	73.28	629.5	21.03	0.47	0.19	0	174
8	9.04	159.7	936.26	25.38	1.93	0.84	0	202
9	8.75	401.28	1836.27	57.8	13.91	5.26	0.53	238
10	4.30	883.26	4719.39	392.17	103.85	62.71	0.79	296