Toughness prediction in functionally graded Al6061/SiCp composites produced by roll-bonding

Optimization of Mechanical and Wear Properties of Functionally Graded Al6061/SiC Nanocomposites Produced by Friction Stir Processing (FSP)

“…Also, the Al6061-SiC produced by powder metallurgy by Lee et al [20], because of microporosity, had lower mechanical properties. However, FG Al6061-SiC produced using roll bonding by Pouraliakbar et al [21] had higher mechanical properties than produced FG composite in the present work. It could be due to severe plastic induced during roll bonding and tough bonding between layers of Al-SiC.…”

Duplex ceramic coating produced by low temperature thermo-reactive deposition and diffusion on the cold work tool steel substrate: Thermodynamics, kinetics and modeling

“…The current model adopts a non-linear mapping method to setup models directly according to input and output data. In this respect, extensive research activities were made to optimize many industrial processes using ANN [32]. The obtained results could be discussed as the use of neural network exhibit excellent accuracy in predicting the layer thickness out-puts and as already stated, there are many contributing factors in thickness that cannot be considered in the mathematical modeling but they can be easily incorporated in ANN modeling.…”

“…Recently, neural networks have been used in the areas that require computational techniques, such as pattern recognition, optical character recognition, predicting outcomes, and problem classification [29,30]. However, in materials science and engineering fields, the researchers have used ANN-based techniques to develop prediction models for different properties of materials [31][32][33][34][35][36][37][38].…”

Experimental investigations of reciprocating wear behavior of metal matrix (Ti/TiB) composites

“…The ability of using conventional processing techniques such as extrusion, forging and rolling makes DRAs notable candidate for a wide range of applications in the automobile, aerospace and electrical industries [4][5][6][7]. On other hand, the disc brakes represents a complex tribosystem, with the brake rotors forced into contact with brake pads that are usually composite materials with improved thermal characteristics.…”