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Updated: Jun 4, 2025

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通过缩小尺寸和纠错技术预测空气质量的新型混合模型

Rui Huang1, Rui Hu2, Huayou Chen3

  • 1School of Mathematical Sciences, Anhui University, Hefei, 230601, Anhui, China.

Environmental monitoring and assessment
|December 26, 2024
PubMed
概括

准确的空气质量指数 (AQI) 预测对公共卫生至关重要. 一种结合实证模式分解 (EMD),K-平均集群 (KMC),变化模式分解 (VMD) 和长短期记忆 (LSTM) 的新型混合模型显著提高了AQI预测精度.

关键词:
在 AQI 预测预测.分解 - 重建 - 预测缩小尺寸的缩小方式纠正错误 纠正错误 纠正错误 纠正错误斯帕罗搜索算法 (Sparrow search algorithm) 是一个非常简单的搜索算法.

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