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 |