Evolutionary design of strong and stable high entropy alloys using multi-objective optimisation based on physical models, statistics and thermodynamics. (5th April 2018)

• Record Type: Journal Article
• Authors: Menou, Edern; Toda-Caraballo, Isaac; Rivera-Díaz-del-Castillo, Pedro Eduardo Jose; Pineau, Camille; Bertrand, Emmanuel; Ramstein, Gérard; Tancret, Franck
• Is Part Of: Materials & design. Volume 143(2018)
• Page Start: 185
• Page End: 195
• Publication Date: 2018-04-05
• Subjects: Gaussian process -- CALPHAD -- AlCoFeMoNi -- NSGA-II; Materials -- Periodicals; Engineering design -- Periodicals; Matériaux -- Périodiques; Conception technique -- Périodiques; Electronic journals; 620.11
• DOI: 10.1016/j.matdes.2018.01.045
• Languages: English
• ISSNs: 0264-1275

Abstract

Abstract: A new integrated computational HEA design strategy is proposed. It combines a multi-objective genetic algorithm with (i) statistical criteria to guide the formation of a single phase, supplemented by computational thermodynamics (Thermo-Calc) and (ii) models for the estimation of alloy yield stress via solid solution hardening, to be maximised, and alloy density, to be minimised. This strategy is applied to the design of face-centered-cubic (FCC) HEAs and yields several thousands of new alloys. An alloy featuring an interesting combination of predicted stability, strength and density, Al10 Co17 Fe34 Mo5 Ni34 (at%), is chosen among them, fabricated by vacuum arc melting and experimentally tested. The microstructure of this new HEA consists in a single FCC solid solution, as evidenced by X-ray diffraction (XRD), scanning electron microscopy (SEM) and X-ray energy dispersive spectroscopy (EDS) mapping. With a density of 7.95 g⋅cm - 3, a Vickers hardness of 1.78 GPa, a yield stress of 215 MPa and an ultimate tensile strength of 665 MPa in the annealed state, its properties surpass those of existing FCC HEAs of comparable density. Graphical Abstract: Highlights: Models for single-phase stability and solid solution strengthening are integrated within a multi-objective genetic algorithm. Thousands of non-equimolar face-centered-cubic single-phase alloys are designed using this framework. Experiments confirm that the specific strength of one designed alloy surpasses that of alloys with comparable microstructure.