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    The Optimization of Distribution and Fan Parameters in Heat Treatment Furnaces Through the Integration of Numerical Simulation and Machine Learning 

    Source: Journal of Thermal Science and Engineering Applications:;2024:;volume( 016 ):;issue: 006:;page 61005-1
    Author(s): Zhao, Jinfu; Xu, Mingzhe; Wang, Li; Zhao, Tengxiang; Kong, Ling; Yang, Haokun; Huang, Zhixin; Wang, Yuhui
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The present study employed numerical simulation technology to investigate the distribution of workpieces within a low-temperature trolley heat furnace and analyze the influence of circulating fan parameters on heat treatment ...
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