Prediction of Future State Based on Up-To-Date Information of Green Development Using Algorithm of Deep Neural Network

Table 1

Result of traditional energy consumption.

Year	2009	2012	2016	2019	2021	2025	2028	2030
Oil cons.
Actual	102.3	106.5	107.6	110.5	112.6	116.8	119.8	122.3
DNN	102.2	104.3	106.8	109.4	111.2	113.6	116.1	120.9
AMRE	0.99	6.66	6.54	2.69	1.23	7.16	7.21	4.25
R^2	0.9954	0.9925	0.9978	0.9991	0.9994	0.9982	0.999	1.000
Natural gas cons.
Actual	68.3	70.3	78.6	79.3	84.21	88.4	92.4	93.1
DNN	67.5	68.5	76.5	77.5	82.94	86.92	91.45	92.94
AMRE	5.4	7.56	7.2	1.9	4.2	0.6	1.9	1.6
R^2	0.9954	0.9925	0.9978	0.9991	0.9994	1.00	0.999	0.994
Primary energy cons.
Actual	209.2	212.2	220.9	282.6	278.21	317.5	345.2	398.7
DNN	199.9	209.6	218.4	271.6	272.45	312.96	341.65	391.21
AMRE	5.11	5.96	8.23	5.06	4.85	0.95	1.25	0.06
R^2	0.9954	0.9925	0.9978	0.9991	0.9994	0.995	1.00	0.994