An Improved Artificial Colony Algorithm Model for Forecasting Chinese Electricity Consumption and Analyzing Effect Mechanism

Table 2

Primary data of various factors and electricity consumption.

Year	Real; GDP; (billion RMB)	FAI; (billion RMB)	FDI; (million; dollars)	Population; (million people)	Urbanization level (%)	Household consumption level; (RMB)	Real GDP of secondary industry; (billion RMB)	Carbon emission; (million tons)	Electricity; consumption; (billion kW⋅h)
1990	1882.5	451.7	10289	1143	0.2641	1510	743	2458	623
1991	1954.8	559.5	11550	1158	0.2694	1701	1252	2591	680
1992	2134.2	808.0	19202	1172	0.2746	2027	1481	2723	759
1993	2438.1	1307.2	38955	1185	0.2799	2577	1719	2877	843
1994	2778.5	1704.2	43206	1199	0.2851	3496	2001	3029	926
1995	3141.9	2001.9	48133	1211	0.2904	4283	2104	3228	1002
1996	3485.0	2291.4	54804	1224	0.3048	4839	2290	3323	1076
1997	3833.9	2494.1	64408	1236	0.3191	5160	2372	3314	1128
1998	4190.4	2840.6	58557	1248	0.3335	5425	2588	3312	1160
1999	4518.5	2985.5	52659	1258	0.3478	5854	2650	3423	1231
2000	4862.8	3291.8	59360	1267	0.3622	6280	3010	3514	1347
2001	5272.8	3721.3	49670	1276	0.3766	6860	2531	3674	1463
2002	5710.4	4350.0	55010	1285	0.3909	7703	2940	4025	1647
2003	6228.9	5556.7	56140	1292	0.4053	8472	3807	4723	1903
2004	6853.7	7047.7	64072	1300	0.4176	9422	3742	5521	2197
2005	7545.2	8877.4	63805	1308	0.4299	10493	4052	6326	2494
2006	8398.6	10999.8	67080	1314	0.4434	11760	4493	6926	2859
2007	9463.5	13732.4	78340	1321	0.4589	13786	5171	7518	3271
2008	10803.5	17282.8	95253	1328	0.4699	15781	5499	7663	3438
2009	11843.9	22459.9	91804	1335	0.4834	17175	6439	8037	3643
2010	12934.8	25168.4	108820	1341	0.4995	19109	7849	8472	4192
2011	14286.4	31148.5	117698	1347	0.5127	21810	7738	9206	4693
2012	15615.1	37469.5	113294	1354	0.5257	24565	7982	9415	4976
2013	16809.6	44629.4	118721	1361	0.5373	26955	8368	9674	5322
2014	18098.9	51276.1	119705	1368	0.5477	28844	8811	9761	5523