Comparison of prediction result of models on decomposed power load time series in Dataset 3.

<p>Comparison of prediction result of models on decomposed power load time series in Dataset 3.</p>

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Bibliographic Details
Main Author:	Yin Luo (160903) (author)
Other Authors:	Chaofan Guo (20595965) (author), Minfeng Pan (22056996) (author), Hong Zhou (29614) (author)
Published:	2025
Subjects:	Biotechnology Biological Sciences not elsewhere classified Information Systems not elsewhere classified winged kite algorithm variational mode decomposition temporal pattern learning sequential pattern learning range temporal dependencies power load forecasting optimizing energy consumption model &# 8217 local feature extraction improving signal representation enhance feature extraction deep neural networks advanced sequence modeling emphasize critical features ablation study highlights critical roles ablation studies stationary nature rmse ). results demonstrate reducing noise industrial environments including comparisons highly nonlinear future research findings underscore extensive experiments enhancing generalization enhancing efficiency decomposed signals attention mechanism art models
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