Table 2 Life prediction results considering the coupling relationship of weight values.
From: MCrossFormer: multi-level cross-scale transformer for photovoltaic power and lifespan prediction
Number | Target | Prediction | Relative deviation |
|---|---|---|---|
1 | 0.994 | 0.995 | 0.10% |
2 | 0.986 | 0.989 | 0.30% |
3 | 0.988 | 0.983 | −0.51% |
4 | 0.982 | 0.978 | −0.41% |
5 | 0.956 | 0.96 | 0.45% |
6 | 0.962 | 0.964 | 0.21% |
7 | 0.912 | 0.92 | 0.87% |
8 | 0.914 | 0.917 | 0.33% |
9 | 0.914 | 0.912 | −0.22% |
10 | 0.955 | 0.953 | −0.22% |
11 | 0.951 | 0.949 | −0.23% |
12 | 0.953 | 0.944 | −0.98% |
13 | 0.942 | 0.939 | −0.30% |
14 | 0.922 | 0.926 | 0.47% |
15 | 0.918 | 0.931 | 1.43% |
16 | 0.912 | 0.908 | −0.49% |
17 | 0.909 | 0.898 | −1.19% |
18 | 0.897 | 0.902 | 0.60% |
