Author(s): Serena Y. Hung, Christina W. Tsai
Linked Author(s):
Keywords: Fractional Brownian motion; Stochastic diffusion particle tracking model; Stochastic sediment transport;
Abstract: This study is embryonic research attempting to apply the stochastic diffusion particle tracking model (SD-PTM) with fractional Brownian motion (fBm) to sediment transport in open channel flows. The mathematical property of correlated increments in fBm makes it a potential method to model random particle trajectories under the impact of the long-time persistence events such as the more significant flow events. Particles during such flow events have an increasing/decreasing statistical dependency on flow and can thus be modeled by SD-PTM with fBm. In the study, one-dimensional simulation is presented based on 10,000 random particle trajectories.
DOI: https://doi.org/10.3850/38WC092019-0826
Year: 2019