Flow visualization and analysis of thermal distribution for the nanofluid by the integration of fuzzy c-means clustering ANFIS structure and CFD methods
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DOI: 10.1007/s12650-019-00614-0
Abstract: Abstract A nanofluid containing copper (Cu) nanoparticles was simulated in a rectangular cavity using computational fluid dynamic (CFD). The upper and lower walls of the cavity were adiabatic, while the right and left walls had… read more here.
Keywords: means clustering; anfis method; cfd; fuzzy means ... See more keywords
Multidimensional machine learning algorithms to learn liquid velocity inside a cylindrical bubble column reactor
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DOI: 10.1038/s41598-020-78388-x
Abstract: For understanding the complex behavior of fluids in a multiphase chemical bubble column reactor, a combination of the computational fluid dynamic (CFD) method and the adaptive network-based fuzzy inference system (ANFIS) method is used to… read more here.
Keywords: anfis method; column reactor; method; bubble column ... See more keywords