Week

Peak load (MW)

Quadratic model

Error (%)

LSRM

PSO

4

2830

2817.29

2816.02

0.45

0.49

8

2740

2697.22

2715.67

1.56

0.89

12

2530

2553.18

2590.65

−0.92

−2.40

16

2420

2448.29

2445.67

−1.17

−1.06

20

2520

2521.15

2517.90

−0.05

0.08

24

2552

2591.79

2587.66

−1.56

−1.40

28

2690

2689.41

2684.06

0.02

0.22

32

2810

2870.86

2863.52

−2.17

−1.90

36

2900

2949.57

2940.79

−1.71

−1.41

40

3010

3005.47

2995.62

0.15

0.48

44

2540

2559.40

2548.84

−0.76

−0.35

48

2660

2657.91

2647.05

0.08

0.49

52

2820

2762.11

2756.63

2.05

2.25

Average error (%)

2.20

1.55