Swarm Intelligence-Based Hybrid Models for Short-Term Power Load Prediction

Table 1

Statistical error measures’ comparison between different models.

Model	MAPE (%)		MAE
	Case 1	Case 2	Case 1	Case 2
SARIMA	4.22	6.87	344.32	613.62
SSA-SARIMA	2.37	4.60	190.68	404.10
PSO-SSA-SARIMA	2.37	4.47	190.79	392.06
CS-SSA-SARIMA	1.38	3.82	113.72	333.12
SVR	8.75	6.64	734.83	580.10
SSA-SVR	5.53	5.76	451.26	516.21
PSO-SSA-SVR	4.96	4.68	404.26	392.42
CS-SSA-SVR	3.42	3.73	278.86	305.88