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Fatigue and Fracture of metallic alloys Views: 1,201 Downloads: 763 Vol. 18, No. 68 (2024) March 11, 2024 pp. 357-370

Shapley additive explanation on machine learning predictions of fatigue lifetimes in piston aluminum alloys under different manufacturing and loading conditions

Mohammad Azadi, Mahmood Matin

Various input variables, including corrosion time, fretting force, stress, lubrication, heat-treating, and nano-particles, were evaluated by modeling of stress-controlled fatigue lifetimes in AlSi12CuNiMg aluminum alloy of the engine…

10.3221/IGF-ESIS.68.24

Details: Shapley additive explanation on machine learning predictions of fatigue lifetimes in piston aluminum alloys under different manufacturing and loading conditions PDF Visual Abstract

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Fatigue Views: 949 Downloads: 696 Vol. 17, No. 65 (2023) June 22, 2023 pp. 224-245

Impacts of nano-clay particles and heat-treating on out-of-phase thermo-mechanical fatigue characteristics in piston aluminum-silicon alloys

H. Bahmanabadi, Mohammad Azadi, A. Dadashi, J. Torkian, M.S.A. Parast, G. Winter, F. Grün

Abstract. In this article, the effect of nano-clay particles and heat-treating on thermo-mechanical fatigue (TMF) behaviors and failures of piston aluminum-silicon (AlSi) alloys was investigated. For this purpose, thermo-mechanical fatigue…

10.3221/IGF-ESIS.65.15

Details: Impacts of nano-clay particles and heat-treating on out-of-phase thermo-mechanical fatigue characteristics in piston aluminum-silicon alloys PDF Visual Abstract

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Fatigue Views: 959 Downloads: 584 Vol. 15, No. 57 (2021) June 22, 2021 pp. 373-397

Effect of nano-clay addition and heat-treatment on tensile and stress-controlled low-cycle fatigue behaviors of aluminum-silicon alloy: Effect of nano-clay addition and heat-treatment

Mohammad Azadi, Adel Basiri, Ali Dadashi, G. Winter, B. Seisenbacher, F. Grün

The objective of the present paper is to investigate the stress-controlled low-cycle fatigue behavior of piston aluminum-silicon (AlSi) alloy reinforced with nano-clay particles and T6 heat-treatment. The piston aluminum-silicon alloy…

10.3221/IGF-ESIS.57.27

Details: Effect of nano-clay addition and heat-treatment on tensile and stress-controlled low-cycle fatigue behaviors of aluminum-silicon alloy: Effect of nano-clay addition and heat-treatment PDF Visual Abstract

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Shapley additive explanation on machine learning predictions of fatigue lifetimes in piston aluminum alloys under different manufacturing and loading conditions

Impacts of nano-clay particles and heat-treating on out-of-phase thermo-mechanical fatigue characteristics in piston aluminum-silicon alloys

Effect of nano-clay addition and heat-treatment on tensile and stress-controlled low-cycle fatigue behaviors of aluminum-silicon alloy: Effect of nano-clay addition and heat-treatment