TY - JOUR
T1 - A fast algorithm for the discrete element method by contact force prediction
AU - Tokoro, Chiharu
AU - Okaya, Katsunori
AU - Sadaki, Jun
N1 - Publisher Copyright:
© 2005, Hosokawa Powder Technology Foundation. All rights reserved.
PY - 2005
Y1 - 2005
N2 - The discrete element method (DEM) takes enormous calculation time because it requires a very small time step, one small enough to represent the large frequency in the contact dynamic model. In general, the equations of motion of particles are solved using the second-order Adams-Bashforth method, which estimates the values of contact force in the following calculation time by linear extrapolation, or by multi-step methods such as the predictor-corrector method. Inspired by these two conventional methods, we propose a Contact Force Prediction Method that makes a larger time step possible. Our method uses the predicted values of contact force at every contact point, which are exact solutions or numerical solutions of differential equations that represent two particle contacts. It has been confirmed experimentally that the proposed method gives reasonable results of packing and discharge simulations, and accelerates DEM calculation 3-8 times.
AB - The discrete element method (DEM) takes enormous calculation time because it requires a very small time step, one small enough to represent the large frequency in the contact dynamic model. In general, the equations of motion of particles are solved using the second-order Adams-Bashforth method, which estimates the values of contact force in the following calculation time by linear extrapolation, or by multi-step methods such as the predictor-corrector method. Inspired by these two conventional methods, we propose a Contact Force Prediction Method that makes a larger time step possible. Our method uses the predicted values of contact force at every contact point, which are exact solutions or numerical solutions of differential equations that represent two particle contacts. It has been confirmed experimentally that the proposed method gives reasonable results of packing and discharge simulations, and accelerates DEM calculation 3-8 times.
KW - Calculation Time
KW - Discrete Element Method
KW - Fast Algorithm
KW - Numerical Integration
KW - Time Step
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U2 - 10.14356/kona.2005021
DO - 10.14356/kona.2005021
M3 - Article
AN - SCOPUS:84856329787
SN - 0288-4534
VL - 23
SP - 182
EP - 193
JO - KONA Powder and Particle Journal
JF - KONA Powder and Particle Journal
IS - March
ER -