Calibration of Simulation Parameters for Roasted Green Tea Based on Discrete Element Method

被引:0
作者
Wang, Xiaoyong [1 ,2 ]
Yu, Zhi [1 ,2 ]
Zhang, De [1 ,2 ]
Chen, Yuqiong [1 ,2 ]
Ni, Dejiang [1 ,2 ]
机构
[1] College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan
[2] National Key Laboratory for Cermplasm Innovation, Utilization of Horticultural Crops, Wuhan
来源
Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery | 2024年 / 55卷 / 08期
关键词
discrete element method; parameters calibration; roasted green tea; stacking angle;
D O I
10.6041/j.issn.1000-1298.2024.08.039
中图分类号
学科分类号
摘要
Aiming to lack of accurate discrete element simulation parameters in the simulation analysis of roasted green tea refining equipment, taking roasted green tea as the research object, the discrete element simulation parameters of roasted green tea were calibrated. The contact parameters between roasted green tea and materials were measured by using the inclined plane method and the free fall method to determine the range of values for static friction coefficient, rolling friction coefficient, and collision recovery coefficient. The actual stacking angle of roasted green tea was obtained through bench tests of the cylinder lifting method. A discrete element model of roasted green tea was established, and the formation process of stacking angle was simulated. Using the actual stacking angle of roasted green tea as the response value, the Plackett - Burman experiment was used to screen out the parameters that had a significant impact on the stacking angle of roasted green tea. The steepest climb test was used to approximate the optimal response range, and finally the optimal combination of significant influencing parameters was obtained through Box - Behnken. The results showed that when the shear modulus was 2.930 MPa, the coefficient of static friction between tea particles was 0.771, the coefficient of rolling friction between tea particles was 0.133, and the coefficient of collision recovery between tea particles was 0.354, the simulated stacking angle of roasted green tea was 30.12°, and the error with the actual stacking angle was 1.59%. The optimized calibration parameters can be used to simulate the external contact characteristics of roasted green tea. © 2024 Chinese Society of Agricultural Machinery. All rights reserved.
引用
收藏
页码:418 / 427
页数:9
相关论文
共 30 条
[1]  
WANG J Q, FU Y Q, CHEN J X, Et al., Effects of baking treatment on the sensory quality and physicochemical properties of green tea with different processing methods, Food Chemistry, 380, (2022)
[2]  
SHI Yali, ZHU Yin, MA Wanjun, Et al., Research progress on the volatile compounds of premium roasted green tea [J], Journal of Tea Science, 41, 3, pp. 285-301, (2021)
[3]  
WANG Xiaoyong, YU Zhi, NI Dejiang, Optimization design and experiment of reciprocating tea vibrating-sifting machine, Transactions of the Chinese Society for Agricultural Machinery, 54, 9, pp. 143-153, (2023)
[4]  
MA Huaqing, ZHOU Lianyong, LIU Zihan, Et al., A review of recent development for the CFD - DEM investigations of non-spherical particles, Powder Technology, 412, (2022)
[5]  
ZENG Zhiwei, MA Xu, CAO Xiulong, Et al., Critical review of applications of discrete element method in agricultural engineering [J], Transactions of the Chinese Society for Agricultural Machinery, 52, 4, pp. 1-20, (2021)
[6]  
FANG M, YU Z, ZHANG W, Et al., Friction coefficient calibration of corn stalk particle mixtures using Plackett - Burman design and response surface methodology, Powder Technology, 396, pp. 731-742, (2021)
[7]  
SHI L R, ZHAO W Y, SUN W, Et al., Analysis of the metering performance for typical shape maize seeds using DEM [J], International Journal of Agricultural and Biological Engineering, 16, 1, pp. 26-35, (2023)
[8]  
SHI L R, ZHAO W Y, YANG X P., Effects of typical corn kernel shapes on the forming of repose angle by DEM simulation [J], International Journal of Agricultural and Biological Engineering, 15, 2, pp. 248-255, (2022)
[9]  
DING Xinting, LI Kai, HAO Wei, Et al., Calibration of simulation parameters of Camellia oleifera seeds based on RSM and GA - BP - GA optimization [J], Transactions of the Chinese Society for Agricultural Machinery, 54, 2, pp. 139-150, (2023)
[10]  
ZHANG Shengwei, ZHANG Ruiyu, CHEN Tianyou, Et al., Calibration of simulation parameters of mung bean seeds using discrete element method and verification of seed-metering test[J], Transactions of the Chinese Society for Agricultural Machinery, 53, 3, pp. 71-79, (2022)