Application of Regression Analysis to Optimize Hot Compaction Processing in an Indirect Solid-State Recycling of Mg Alloy

Tao Peng; Qu Dong Wang

doi:10.4028/www.scientific.net/MSF.650.239

Paper Titles

Effects of Conical Transition Section on Microstructure of a Ni₃Al-Base Single Crystal Superalloy IC6SX
p.214

Effect of Welding Parameters and Post-Weld Heat Treatment on the Cracking Sensitivity of Weldments in Electron Beam Welded Rene 41 with Incoloy907
p.219

Study on the Formation Mechanism of Micro-Arc Oxidation Coatings on Magnesium Alloys
p.228

Effect of Ti Content on Hydrogen Storage Properties of Amorphous MgNi Alloy
p.234

Application of Regression Analysis to Optimize Hot Compaction Processing in an Indirect Solid-State Recycling of Mg Alloy
p.239

Phase Diagram Calculation and Experimental Study on the New Type Mg-Al-Zn-Ca-Sr Alloy in the Mg-Rich Region
p.246

The Study of Interfacial Reactions and Mechanics Properties for Die Casting (Al₆₃Cu₂₅Fe₁₂)p /AZ91 Composites
p.253

An Electrochemical Method for the Preparation of Al-Mg Master Alloys from MgO
p.260

Study to Microstructure and Mechanical Properties of Mg Containing High Entropy Alloys
p.265

HomeMaterials Science ForumMaterials Science Forum Vol. 650Application of Regression Analysis to Optimize Hot...

Application of Regression Analysis to Optimize Hot Compaction Processing in an Indirect Solid-State Recycling of Mg Alloy

Abstract:

An appropriate hot compaction technology is applied not only to obtain high-density blocks from chips, but to consume relatively low energy. In this paper, regression analysis is used to optimize hot compaction processing of machined chips in an indirect solid-state recycling. The nonlinear relation of the temperature, the press and deformation velocity was established according to the rheology of the matrix material using MRA. The lowest energy consumption as criterion is also introduced to further optimize hot compaction parameters in the solid-state recycling. The results based on MRA show that high-density (93%) blocks are obtained according to the built model and that effect of work velocity of the hydrostatic machine on total energy consumption is negligible. During hot compaction, the higher temperature, the more total energy consumption. Besides, void and interface between chips in these hot compaction blocks will be disappeared by extrusion deformation.