Research on Biomass & Coal Co-pyrolysis
DOI:
https://doi.org/10.62051/ijepes.v2n3.07Keywords:
Neural Network, Prediction Model, Big DataAbstract
With the growing global energy demand and the pursuit of renewable energy, biomass and coal co-pyrolysis has attracted much attention as a potential energy conversion technology. In order to optimize energy utilization and increase renewable energy yield, this research systematically analyzed the effects of different biomass and coal combinations on pyrolysis products. The effects of different biomass and coal combinations on the products in the co-pyrolysis process were solved through mathematical modeling. Firstly, the linear regression model shows that INS has a significant positive effect on the yield of tar and coke residue. Then, through the interaction effect analysis, it was found that there was an interaction effect between INS and the mixing ratio. Finally, the optimal INS content and mixing ratio were obtained by optimizing the model, which improved the utilization rate and energy conversion efficiency of the pyrolysis products.
References
[1] Cheng Qiyun, Sun Caixin, Zhang Xiaoxing, et al. Short-Term load forecasting model and method for power system based on complementation of neural network and fuzzy logic [J]. Transactions of China Electrotechnical Society, 2004, 19(10): 53-58.
[2] Li Shihong,Xu Yongbo. Influencing factors for the preparation of high temperature coal tar pitch[J]. Fuel and Chemical (6):58,65[2024-09-19].
[3] Xiang Chunlan,Gao Shanmatsu. Application of response surface methodology and orthogonal design in the optimization of conditions for the determination of n-hexane insoluble matter content of coal liquefaction residue[J]. Applied Chemical Engineering, 2021(z1):373-377.
[4] He Qing, Cheng Chen, Gong Yan, et al. Co-pyrolysis and co-gasification of hydrothermal carbonized biomass and coal[J]. Journal of Fuel Chemistry and Technology, 2022.
[5] Zhang Yujie, Wang Jiaofei, Bai Yonghui, et al. Progress of coal-biomass interaction during co-pyrolysis[J]. Progress of Coal-Biomass Interaction in Co-Pyrolysis Process[J].
[6] Ma Meng, Bai Yonghui, Wei Juntao, et al. Research and progress on volatile fraction-semi-coke interactions in biomass and coal (co)pyrolysis/gasification[J]. Journal of Chemical Engineering, 2022, 73(11): 5186-5200.
[7] Dong Bo, Jin Jing, Liang Guowei, et al. Experimental study on the co-pyrolysis characteristics of low-rank coal and biomass[J]. Journal of Engineering for Thermal Energy & Power/Reneng Dongli Gongcheng, 2024, 39(5).
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