A Novel Deep Learning-Based Data Analysis Model for Solar Photovoltaic Power Generation and Electrical Consumption Forecasting in the Smart Power Grid

Table 3

Dataset for electrical consumption forecast.

Year	GDP in billion (USD)	Population in million	Number of subscriber in thousand	Unemployment rate (%)	Electricity cost (CFA)	Real consumption (GWh)
1990	12,31	11,78	315	21.1	150.5	239
1991	11,84	12,14	329	21.6	145.55	248
1992	12,07	12,5	348	22.3	140.5	261
1993	14,52	12,86	365	24.6	135	278
1994	8,293	13,23	381	25.8	132	295
1995	10,02	13,6	401	26.3	130	289
1996	10,31	13,97	420	27.5	128	321
1997	10,04	14,34	427	28.1	125	350
1998	10,83	14,72	447	28.7	121	395
1999	10,71	15,11	451	29.3	118	400
2000	10,11	15,51	451	29.7	115.5	387
2001	10,38	15,93	452	30	112.5	388
2002	11,63	16,36	488	31.8	110.55	457
2003	14,58	16,8	504	33.4	108.15	496
2004	17,46	17,26	507	35.6	107	548
2005	17,95	17,73	527	36.4	106.25	708
2006	19,37	18,22	537	39.1	105.95	803
2007	22,39	18,73	571	42.3	104.35	828
2008	26,52	19,25	614	45.6	103.85	896
2009	26,12	19,79	660	47.5	102.25	903
2010	26,17	20,34	711	50.1	101	986
2011	29,38	20,91	707	52.3	98	1052
2012	29,1	21,49	709	57.6	96	1081
2013	32,36	22,08	852	59.1	94.5	1111
2014	34,99	22,68	887	62.9	92	1141
2015	30,93	23,3	927	63.4	90	1303
2016	32,64	23,93	969	65.1	89	1304
2017	35,01	24,57	1012	66.4	87	1305
2018	38,69	25,22	1086	67	86.2	1316
2019	39,01	25,88	1156	69	85	1325
2020	39,8	26,55	1214	70	86.95	1332