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A reference model has been developed to optimize the design of novel flotation sedimentation tanks using numerical simulation methods The computational fluid dynamics software, "Fluent", is used here to numerically simulate the solid-liquid two-phase flow of the sedimentation process in a novel air flotation-sedimentation tank.
Using numerical simulation methods, the prediction accuracy of the two ANN models and the performance of the algorithm were tested.
Finally, using discrete event simulation methods, the energy consumption of a process chain is assessed and reduction scenarios are generated based on design or operational alternatives.
To emphasis the significance of the management on the critical points, quantitative analysis of the crowd gathering process of the disaster were carried out by mathematical model and simulation methods, the results of the two methods are approximately the same.
The new method is established on the KLU sparse matrix solver which is suitable for circuit based simulation methods The solver is programmed using parallelization through automatic detection of sparse matrix submatrices separated by the natural decoupling available in transmission line/cable models.
In this approach, two different types of particle simulation methods, the direct simulation Monte Carlo (DSMC) method and the DSMC-based equilibrium particle simulation method (EPSM), are adopted to simulate the particle movement and collision in non-equilibrium regions and equilibrium regions respectively.
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In this case, to test the used simulation method, the results are experimentally verified.
Overall, the analytical and simulation methods are the most common methods found in the literature.
For this, 10 mixture files containing 150 individuals from each baseline population were simulated using the simulation methods implemented in the program oncor.
(DOCX 515 kb) Additional file 4: Supporting figures to the Numerical Simulation Methods of the main text.
The protocol for generating simulated data is described under Simulation Methods in the section Supplementary Methods.
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