Complex granular flows of sticky-wet material on flip-flow screens: Calibration of discrete element simulations

被引:4
|
作者
Xu, Ningning [1 ,2 ]
Tang, Sen [1 ]
Lin, Dongdong [1 ]
Geng, Runhui [1 ]
Wang, Xinwen [1 ]
Liang, Xihui [2 ]
机构
[1] China Univ Min & Technol Beijing, Sch Chem & Environm Engn, Beijing 100083, Peoples R China
[2] Univ Manitoba, Dept Mech Engn, Winnipeg, MB R3T 5V6, Canada
关键词
DEM; Complex granular flow; Parameter calibration; Flip-flow screen; Sticky-wet particles; Thick layer; DEM PARAMETERS; SURFACE-ENERGY; BULK MATERIALS; REPOSE; MODEL; ANGLE; VALIDATION; CONTACT;
D O I
10.1016/j.partic.2023.07.010
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Discrete element method (DEM) is an effective approach for studying the screening process of flip-flow screens. However, there have been few studies focusing on the thick layer of sticky-wet particles on flipflow screens. To achieve accurate simulations of the thick layer of sticky-wet particles on a flip-flow screen, firstly, the movement law of particle flow was studied, and a multi-regime combination calibration method based on characteristics of particle flow regimes was proposed. Based on the PlackettBurman experiment, the curse of dimensionality caused by multi-state and multi-contact parameters was overcome. Subsequently, the lifting cylinder, rotating drum, and trampoline tests were carried out to obtain macroscopic reference values under various granular flow regimes. The calibration results were then determined using the response surface method and climbing algorithm. Finally, the calibration results were tested at both macroscopic and mesoscopic scales and compared with a commonly used calibration method. The results demonstrate that the calibration method, which considers the multistate characteristics, improves simulation accuracy by 2%-10% and reduces the simulation error to less than 10%, thus meeting the requirements for engineering optimization of flip-flow screens.& COPY; 2023 Chinese Society of Particuology and Institute of Process Engineering, Chinese Academy of Sciences. Published by Elsevier B.V. All rights reserved.
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页码:290 / 308
页数:19
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