Metaheuristics Algorithm-Based Optimization for High Conductivity and Hardness CuNi2Si1 Alloy

Materials, Год журнала: 2025, Номер 18(5), С. 1060 - 1060

Опубликована: Фев. 27, 2025

The optimization of CuNi2Si1 alloy's mechanical and electrical properties was achieved through a combination experimental approaches metaheuristic algorithms. Optimizing hardness conductivity variation in aging temperature (450-600 °C) duration (1-420 min) taken under consideration the present work. Cold rolling with 50% strain after solution annealing aided microstructure refinement accelerated Ni2Si precipitates' development, property improvement increased. Optimum holding period were 450 °C 30 min, respectively, 266 HV 13 MS/m 167 11.2 for non-deformed samples, respectively. SPBO, genetic algorithm (GA), particle swarm (PSO) algorithms considered, SPBO exhibited best prediction accuracy. predicted 61.75 testing 267 14 MS/m, Polynomial regressions 0.98 0.96 values R2 confirmed these values' According to this work, computational proves effective optimizing development tailoring application industries including aerospace engineering.

Язык: Английский

Revealing the formation mechanisms of twinned substructure in low-carbon martensitic steel through multiscale characterization

Materials Characterization, Год журнала: 2025, Номер 224, С. 115029 - 115029

Опубликована: Апрель 11, 2025

Язык: Английский