基于混合降噪的相对湿度的数据驱动建模在孟加拉国Khulna的相对湿度

Shuvendu Pal Shuvo1, Joarder MdAshikuzzaman1, Shirshendu Pal Shibazee2

  • 1Department of Civil Engineering, Khulna University of Engineering & Technology, Khulna, Bangladesh.

Heliyon
|September 10, 2024
PubMed
概括

一个新的混合机器学习 (ML) 模型结合实证模式分解 (EMD) 和支持矢量机 (SVM) 显著提高了相对湿度 (RH) 预测的准确性. 这种方法有效地处理非线性和杂的数据,对于孟加拉国Khulna等城市化地区至关重要.

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