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Moreover, we observed their behavior during the simulation execution, and the data that arrived in the gateways.
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The systematic search behavior exists during the simulation, but the range of the search circle diminishes as the learning process converges to the goal state.
Having established an ideal reactor/module network to represent the FCC riser reactor, one must further specify the volume and voidage of each reactor (CSTR or PFR), which are two key parameters to characterize the reactor network for the purpose of reproducing hydrodynamic behaviors reasonably during the simulation.
Hence, it can be concluded credibly that the topology of the reactor network that comprises six CSTRs and two PFRs is reasonable to reproduce the hydrodynamic behaviors during the riser simulation in Aspen Plus simulator.
Thus, the weight scope of the other network (n2 = 60) was scaled by the factor (60 - 1)/(12 - 1) ≈ 5. Four typical spontaneous network behaviors appeared during the simulations: transient response activity (TRA), SBA, asynchronized bursting activities (ASBA), and HEA [ 44- 47].
Variety increases the diversity of behaviors that users meet during the simulation.
In this situation this point will play a critical role in simulations and can cause some singularities and abnormal behavior during simulation and impose many limitations on the model.
The simulation starts with coarse discretization, which provides correct elastic behavior and is then adaptively refined during the simulation in regions that suffer high stresses that induce cracking and strain localization.
A critical boundary condition imposed during the simulation is the behavior of the arterial wall.
The elastoplastic behavior of cells during the load step is simulated using a linear isotropic hardening model while a time dependent elastoviscoplastic model is used for the simulation of the cells' behavior during the creep step.
The behavior during the decay phase is however qualitatively different: in the simulations the larger peak forces are carried over to the decay phase, and the force difference between the various elongations shrinks slowly.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com