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Updated: Jun 28, 2025

Experimental Methodology for Estimation of Local Heat Fluxes and Burning Rates in Steady Laminar Boundary Layer Diffusion Flames
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Published on: June 1, 2016

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基于神经网络的预测三元混合液体的自燃温度

Bingyu Guo1, Zehui Cheng2, Shuangqi Hu1

  • 1School of Environment and Safety Engineering, North University of China, Taiyuan, 030051, Shanxi, China.

Heliyon
|April 10, 2024
PubMed
概括

预测混合液体的自动点火温度 (AIT) 对消防安全至关重要. 本研究使用定量结构-属性关系和机器学习模型,如BPNN和1DCNN,以根据分子结构准确预测AIT.

关键词:
防止传播的神经网络.自动点火温度自动点火温度一维卷积神经网络的一个维度.量化结构与财产关系的关系三级混合液体液体.

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