Fig 1.
Encoder-decoder architecture.
Fig 2.
Schematic diagram of the ESGCN-EDM model structure.
Fig 3.
Enhanced multi-component module.
Fig 4.
Detail of the encoder.
Fig 5.
Detail of the personalized-enhanced GCN.
Fig 6.
Detail of the Fourier transform.
Fig 7.
The architecture of the TCBiL.
Fig 8.
Detail of the decoder.
Table 1.
Dataset description.
Table 2.
Performance comparison of different models on PeMSD4 and PeMSD8 at different forecasting interval.
Fig 9.
Parameter sensitivity analysis results for Th (PeMSD8 dataset, 1-hour prediction).
Fig 10.
Parameter sensitivity analysis results for Td (PeMSD8 dataset, 1-hour prediction).
Fig 11.
Parameter sensitivity analysis results for Tw (PeMSD8 dataset, 1-hour prediction).
Table 3.
Comparative analysis of predictive performance of different variant models.