The performance of selected multiaxial criteria under tension/torsion loading conditions

Benchmarking Newer Multiaxial Fatigue Strength Criteria on Data Sets of Various Sizes

“…The paper reports on a comparison of six recently introduced multiaxial fatigue strength estimation criteria-the KP criterion by Khalij et al [36], the WS criterion by Wang et al [43], the Böhme criterion [46], the MDC criterion by Margetin et al [48], the MMMH criterion by Mertens et al [51], and the Yankin criterion [53]. To refer to their quality, the complete FatLim data set [32] and the abbreviated AMSD25 data set [31] were used for validation.…”

“…and similar parameters τ' f and b t should be recovered for the fully reversed torsion case. The method was successfully tested in [48] on own experimental data of a common structural steel S355, while the output was much worse for the very ductile C55 steel (this lack of prediction quality in that case was similar, however, to the output of most methods tested in [48]).…”

“…The MDC criterion (Margetin-Ďurka-Chmelko) was published in [48] in a comparison with several other criteria in a fatigue life analysis. The formulation for fatigue life estimation presented there can be simply reconfigured to result in the fatigue strength evaluation:…”

Benchmarking Newer Multiaxial Fatigue Strength Criteria on Data Sets of Various Sizes

“…The paper reports on a comparison of six recently introduced multiaxial fatigue strength estimation criteria-the KP criterion by Khalij et al [36], the WS criterion by Wang et al [43], the Böhme criterion [46], the MDC criterion by Margetin et al [48], the MMMH criterion by Mertens et al [51], and the Yankin criterion [53]. To refer to their quality, the complete FatLim data set [32] and the abbreviated AMSD25 data set [31] were used for validation.…”

“…and similar parameters τ' f and b t should be recovered for the fully reversed torsion case. The method was successfully tested in [48] on own experimental data of a common structural steel S355, while the output was much worse for the very ductile C55 steel (this lack of prediction quality in that case was similar, however, to the output of most methods tested in [48]).…”

“…The MDC criterion (Margetin-Ďurka-Chmelko) was published in [48] in a comparison with several other criteria in a fatigue life analysis. The formulation for fatigue life estimation presented there can be simply reconfigured to result in the fatigue strength evaluation:…”

Application of machine learning models for estimating the material parameters for multiaxial fatigue strength calculation

“…Focusing on uniaxial fatigue strength values (rather than multiaxial load cases) allowed the authors to supplement the dataset with additional elements from the following areas. [49][50][51]…”

“…To complete it, the datasets extracted from papers and reports 27,30–48 were compiled. Focusing on uniaxial fatigue strength values (rather than multiaxial load cases) allowed the authors to supplement the dataset with additional elements from the following areas 49–51 …”

Benchmarking Newer Multiaxial Fatigue Strength Criteria on Data Sets of Various Sizes

“…The paper reports on a comparison of six recently introduced multiaxial fatigue strength estimation criteria-the KP criterion by Khalij et al [36], the WS criterion by Wang et al [43], the Böhme criterion [46], the MDC criterion by Margetin et al [48], the MMMH criterion by Mertens et al [51], and the Yankin criterion [53]. To refer to their quality, the complete FatLim data set [32] and the abbreviated AMSD25 data set [31] were used for validation.…”

“…and similar parameters τ' f and b t should be recovered for the fully reversed torsion case. The method was successfully tested in [48] on own experimental data of a common structural steel S355, while the output was much worse for the very ductile C55 steel (this lack of prediction quality in that case was similar, however, to the output of most methods tested in [48]).…”

“…The MDC criterion (Margetin-Ďurka-Chmelko) was published in [48] in a comparison with several other criteria in a fatigue life analysis. The formulation for fatigue life estimation presented there can be simply reconfigured to result in the fatigue strength evaluation:…”

Application of machine learning models for estimating the material parameters for multiaxial fatigue strength calculation

“…Focusing on uniaxial fatigue strength values (rather than multiaxial load cases) allowed the authors to supplement the dataset with additional elements from the following areas. [49][50][51]…”

“…To complete it, the datasets extracted from papers and reports 27,30–48 were compiled. Focusing on uniaxial fatigue strength values (rather than multiaxial load cases) allowed the authors to supplement the dataset with additional elements from the following areas 49–51 …”

Benchmarking Newer Multiaxial Fatigue Strength Criteria on Data Sets of Various Sizes

“…The paper reports on a comparison of six recently introduced multiaxial fatigue strength estimation criteria-the KP criterion by Khalij et al [36], the WS criterion by Wang et al [43], the Böhme criterion [46], the MDC criterion by Margetin et al [48], the MMMH criterion by Mertens et al [51], and the Yankin criterion [53]. To refer to their quality, the complete FatLim data set [32] and the abbreviated AMSD25 data set [31] were used for validation.…”

“…and similar parameters τ' f and b t should be recovered for the fully reversed torsion case. The method was successfully tested in [48] on own experimental data of a common structural steel S355, while the output was much worse for the very ductile C55 steel (this lack of prediction quality in that case was similar, however, to the output of most methods tested in [48]).…”

“…The MDC criterion (Margetin-Ďurka-Chmelko) was published in [48] in a comparison with several other criteria in a fatigue life analysis. The formulation for fatigue life estimation presented there can be simply reconfigured to result in the fatigue strength evaluation:…”

Application of machine learning models for estimating the material parameters for multiaxial fatigue strength calculation

“…Focusing on uniaxial fatigue strength values (rather than multiaxial load cases) allowed the authors to supplement the dataset with additional elements from the following areas. [49][50][51]…”

“…To complete it, the datasets extracted from papers and reports 27,30–48 were compiled. Focusing on uniaxial fatigue strength values (rather than multiaxial load cases) allowed the authors to supplement the dataset with additional elements from the following areas 49–51 …”