Wear Modeling and Prediction of Off-road Dump Truck Body based on Stochastic Differential Equation

Paper #:
  • 2016-01-1329

Published:
  • 2016-04-05
DOI:
  • 10.4271/2016-01-1329
Citation:
Wei, F., Shen, Y., and Xu, T., "Wear Modeling and Prediction of Off-road Dump Truck Body based on Stochastic Differential Equation," SAE Technical Paper 2016-01-1329, 2016, doi:10.4271/2016-01-1329.
Pages:
8
Abstract:
Off-road dump truck body is exposed to abrasive wear during handling of granular materials. The wear rate of body of dump truck has direct influence on maintenance and replacement during its service process. In this paper the discrete element method (DEM) is used to simulate the granular materials of dump truck. The wear of body floor during one dumping process can be achieved by cosimulation of FEM-DEM. The wear depth variation of body has the stochastic characteristic which can be modeled by Geometric Brownian Motion (GBM). The two parameters in the stochastic differential equation, drift coefficient and diffusion coefficient, can be estimated by the wear depth measuring data. It is possible to quantitatively predict the wear evolution of every grid point of the body floor by solving this stochastic differential equation. The simulation result of the wear model is helpful to optimize design of off-road dump truck body.
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