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Thermal interaction analysis of isolated hemicellulose and cellulose by kinetic parameters during biomass pyrolysis

机译:生物质热解过程中动力学参数分析分离的半纤维素与纤维素的热相互作用

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摘要

Thermal interactions of isolated hemicellulose and cellulose were analyzed during biomass pyrolysis. Different from the previous researches focus on pyrolysis products, the current study paid attention to the kinetic parameters coupled with artificial intelligence optimization algorithm to explore whether the interactions of hemicellulose and cellulose could be ignored or not. A series of thermogravimetric experiments were conducted based on isolated hemicellulose, cellulose and their mixture at various heating rates. The experimental results showed that the peak locations of mixture pyrolysis exactly corresponded to the peak locations of isolated hemicellulose and cellulose. Furthermore, the kinetic parameters obtained from isolated hemicellulose and cellulose were applied to predict the pyrolysis behaviors of mixture, and the predicted results agreed well with experimental data. Eventually, it was speculated that the thermal interactions of isolated hemicellulose and cellulose could be ignored during the whole pyrolysis process from the point of kinetic parameters. Meanwhile, the pyrolysis behaviors of real biomass were compared with that of isolated hemicellulose and cellulose. Moreover, the effects of kinetic parameters on the thermogravimetric results were studied based on the global sensitivity analysis, indicating the activation energy and pre-exponential factor playing the most important role on the pyrolysis process of mixture.
机译:在生物质热解过程中分析了分离的半纤维素和纤维素的热相互作用。与以往针对热解产物的研究不同,本研究关注动力学参数和人工智能优化算法,以探索是否可以忽略半纤维素与纤维素的相互作用。基于分离的半纤维素,纤维素及其混合物在各种加热速率下进行了一系列热重实验。实验结果表明,混合物热解的峰位置与分离的半纤维素和纤维素的峰位置完全对应。此外,将从分离的半纤维素和纤维素中获得的动力学参数用于预测混合物的热解行为,预测结果与实验数据吻合良好。最终,从动力学参数的角度出发,推测在整个热解过程中可以忽略分离的半纤维素和纤维素的热相互作用。同时,比较了真实生物质与分离的半纤维素和纤维素的热解行为。此外,基于全局灵敏度分析,研究了动力学参数对热重分析结果的影响,表明活化能和预指数因子在混合物的热解过程中起着最重要的作用。

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