Prediction of Oilfield-Increased Production Using Adaptive Neurofuzzy Inference System with Smoothing Treatment

Table 3

Increased production of fracturing.

No.	y1 ()	y2 ()	y3 ()	y4 ()	Increased production ()
1	46.84	17.60	19.62	84.00	417.11
2	64.06	21.73	38.85	81.67	464.20
3	43.87	35.90	25.14	96.00	502.99
4	46.55	16.07	45.48	97.33	528.68
5	42.97	36.47	27.64	95.00	506.24
6	39.93	10.20	17.30	90.43	414.54
7	41.57	19.20	21.50	88.90	437.37
8	39.50	18.47	23.50	114.47	459.00
9	40.57	22.37	21.57	104.67	497.37
10	38.50	12.67	37.47	96.50	491.74
11	42.20	14.40	39.79	93.00	491.86
12	46.98	13.73	28.17	90.63	456.10
13	42.93	14.40	18.34	87.67	417.55
14	42.30	19.60	44.83	106.00	559.75
15	49.03	63.20	21.40	100.00	559.43
16	53.30	9.00	52.93	89.27	534.53
17	41.80	19.47	80.73	90.97	479.99
18	45.83	18.27	43.67	110.07	571.68
19	47.80	13.67	19.73	94.63	448.56
20	44.92	18.10	33.21	103.00	518.44
21	42.73	20.83	79.17	85.70	581.36
22	44.43	22.25	32.60	95.38	497.03
23	45.20	14.93	19.50	92.70	441.13
24	45.94	17.07	17.45	109.93	570.38