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<div><p>To accurately predict the sales of new energy vehicles (NEVs) in Chinese cities and explore the applicability of optimization algorithms for GRU models in forecasting urban NEV sales., this paper conducts a spatiotemporal analysis of urban NEV sales data. The Whale Optimization A...

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Bibliographic Details
Main Author:	Xiangtu Li (21156158) (author)
Published:	2025
Subjects:	Ecology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified yangtze river delta pearl river delta offering critical insights new energy vehicles mean absolute error urban areas using particle swarm optimization overall automobile sales monthly sales forecasting monthly sales prediction whale optimization algorithm higher nev sales bigru model outperforms prediction results optimization techniques optimization algorithms nev sales level sales xlink "> urban nevs thereby proposing standalone bigru spatiotemporal analysis research findings predominantly concentrated predicting city power grid paper conducts nev industry hebei region gru models emission reduction declining trend charging infrastructure bigru model based model accurately predict 72 lower 18 lower
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