Application of the combined neuro-computing, fuzzy logic and swarm intelligence for optimization of compocast nanocomposites

作者:Tofigh Ali Asghar*; Rahimipour Mohammad Reza; Shabani Mohsen Ostad; Davami Parviz
来源:Journal of Composite Materials, 2015, 49(13): 1653-1663.
DOI:10.1177/0021998314538871

摘要

In the last few years, an increasing attention has been paid to the issues of saving energy and reducing the manufacturing costs in the transport industry which necessitates further efforts to replace traditional materials like steel with lightweight materials such as plastics, aluminum, magnesium, and composites. Metal matrix nanocomposites have turned into an established material in today's industry with an ongoing expansion in their field of applications. In this study, the formation of nanoparticle-aluminum metal matrix composites is described by compocast processing from nanoparticle Al2O3 and the A356 aluminum alloy. In order to optimize the processing parameters, a novel approach is implemented which relies on combination of adaptive neuro-fuzzy inference system and particle swarm optimization method.

  • 出版日期2015-6