Optimization of yield and conversion rates in methane dry reforming using artificial neural networks and the multiobjective genetic algorithm
This research aimed to enhance the dry reforming of methane by integrating computational
fluid dynamics (CFD), artificial neural network (ANN), and multiobjective genetic algorithm …
fluid dynamics (CFD), artificial neural network (ANN), and multiobjective genetic algorithm …
Characterizing Flow and Transport in Biological Vascular Systems: A Review from Physiological and Chemical Engineering Perspectives
Z Chen, LT Zhu, ZH Luo - Industrial & Engineering Chemistry …, 2023 - ACS Publications
The investigation of biological fluidic mechanisms is a persistent topic of interest and offers
valuable inspiration to address the challenges confronting chemical engineering …
valuable inspiration to address the challenges confronting chemical engineering …
Homogeneous drag models in gas–solid fluidization: Big data analytics and conventional correlation
The drag force model is vital for capturing gas–solid flow dynamics in many simulation
approaches. Most of the homogeneous drag models in the literature are expressed as a …
approaches. Most of the homogeneous drag models in the literature are expressed as a …
Machine Learning Approaches to Close the Filtered Two-Fluid Model for Gas–Solid Flows: Models for Subgrid Drag Force and Solid Phase Stress
Gas-particle flows are commonly simulated through a two-fluid model at the industrial scale.
However, these simulations need a very fine grid to have accurate flow predictions, which is …
However, these simulations need a very fine grid to have accurate flow predictions, which is …
Gas–solid reactor optimization based on EMMS-DPM simulation and machine learning
H Zhang, A Zhu, J Xu, W Ge - Particuology, 2024 - Elsevier
Abstract Design, scaling-up, and optimization of industrial reactors mainly depend on step-
by-step experiments and engineering experience, which is usually time-consuming, high …
by-step experiments and engineering experience, which is usually time-consuming, high …