Table 16 Comparison of the actual computational execution times among diverse hybrid approaches across multi-seasonal wind power datasets.
Hybrid approaches | Mar (/s) | Jun (/s) | Sep (/s) | Dec (/s) | Mean times (/s) |
|---|---|---|---|---|---|
ICEEMDAN-NCRBMO-AELM* | 247.6* | 266.13* | 235* | 257.1* | 251.46* |
CPO-BITCN-BIGRU | 1762.11 | 2531.66 | 2368.68 | 2316 | 2244.61 |
PSO-BP | 107.3 | 116.82 | 104.25 | 115.01 | 110.845 |
QRBI-LSTM | 293.81 | 309 | 315.41 | 391.28 | 327.38 |
CNN-stacked-LSTM | 294.6 | 326.56 | 325.69 | 343.26 | 322.53 |
CEEMDAN-iMPA-BiLSTM | 552.85 | 789.7 | 732.12 | 747.38 | 705.51 |
BKA-Transformer | 496.16 | 597.45 | 558.14 | 635.74 | 571.87 |
