“…The higher hardness of the interfacial regions of the ferrite grains [24] together with a higher concentration of alloying elements, as previously explained, may produce an effective barrier for the dislocation movement. The higher dislocation density in the F-M and F-F boundary [21,22,24] makes it more difficult for dislocations transmission through the boundaries [24] during plastic deformation and therefore, increases further the dislocation density at these narrow bands around the martensite islands.…”
Section: Damage Mechanisms At F-m Interfacementioning
confidence: 52%
“…The in-grain orientation gradient is higher for the smaller ferrite grains surrounded by martensite islands [21]. Additionally, the induced plastic deformation due to the martensitic volume expansion may induce workhardening within the ferrite grains [24] and thus, increase the dislocation densities adjacent to the F-M interface. Consequently, higher local stresses are required to plastically deform smaller ferrite grains.…”
Section: Mechanisms Of Local Deformationmentioning
confidence: 94%
“…The higher dislocation density in the F-M and F-F boundary [21,22,24] makes it more difficult for dislocations transmission through the boundaries [24] during plastic deformation and therefore, increases further the dislocation density at these narrow bands around the martensite islands. As a result, strain heterogeneity increases within the ferrite grains and higher levels of deformation may occur close to the interfacial regions in smaller ferrite grains.…”
Section: Damage Mechanisms At F-m Interfacementioning
confidence: 99%
“…Therefore at an applied large plastic strain, the martensite phase is subjected to a relatively large local stress, close its yield strength, that will result in a local plastic deformation. Additionally the carbon is heterogeneously distributed in the martensite islands [24], the boundary regions of the martensite islands are prone to failure in a form of crack initiation due to higher carbon concentration and the reduced ductility compared to the interior of the islands. This may explain the fact that cracks formation are mostly observed at the boundary region of the martensite islands as shown in Fig.…”
Section: Damage Initiation Due To Martensite Failurementioning
confidence: 99%
“…The larger martensite islands experience more deformation heterogeneity due to the higher variations in carbon content [24], a non-uniform distribution of alloying elements (e.g. Mn) [28,29] The gradient of carbon content between the interface and the centre of the martensite island can affect the hardness and dislocation configurations and consequently, the formability of the grains in different locations [24].…”
“…The higher hardness of the interfacial regions of the ferrite grains [24] together with a higher concentration of alloying elements, as previously explained, may produce an effective barrier for the dislocation movement. The higher dislocation density in the F-M and F-F boundary [21,22,24] makes it more difficult for dislocations transmission through the boundaries [24] during plastic deformation and therefore, increases further the dislocation density at these narrow bands around the martensite islands.…”
Section: Damage Mechanisms At F-m Interfacementioning
confidence: 52%
“…The in-grain orientation gradient is higher for the smaller ferrite grains surrounded by martensite islands [21]. Additionally, the induced plastic deformation due to the martensitic volume expansion may induce workhardening within the ferrite grains [24] and thus, increase the dislocation densities adjacent to the F-M interface. Consequently, higher local stresses are required to plastically deform smaller ferrite grains.…”
Section: Mechanisms Of Local Deformationmentioning
confidence: 94%
“…The higher dislocation density in the F-M and F-F boundary [21,22,24] makes it more difficult for dislocations transmission through the boundaries [24] during plastic deformation and therefore, increases further the dislocation density at these narrow bands around the martensite islands. As a result, strain heterogeneity increases within the ferrite grains and higher levels of deformation may occur close to the interfacial regions in smaller ferrite grains.…”
Section: Damage Mechanisms At F-m Interfacementioning
confidence: 99%
“…Therefore at an applied large plastic strain, the martensite phase is subjected to a relatively large local stress, close its yield strength, that will result in a local plastic deformation. Additionally the carbon is heterogeneously distributed in the martensite islands [24], the boundary regions of the martensite islands are prone to failure in a form of crack initiation due to higher carbon concentration and the reduced ductility compared to the interior of the islands. This may explain the fact that cracks formation are mostly observed at the boundary region of the martensite islands as shown in Fig.…”
Section: Damage Initiation Due To Martensite Failurementioning
confidence: 99%
“…The larger martensite islands experience more deformation heterogeneity due to the higher variations in carbon content [24], a non-uniform distribution of alloying elements (e.g. Mn) [28,29] The gradient of carbon content between the interface and the centre of the martensite island can affect the hardness and dislocation configurations and consequently, the formability of the grains in different locations [24].…”
The dual phase steels are widely used in the manufacturing and automobile industry. The micromechanical analysis of the dual phase steel using microstructure based representative volume elements is the effective methodology for the estimation of its macroscopic properties. The real microstructure of the dual phase steels obtained using different microscopic analysis methods depicts the two main constituents viz. martensite inclusion in the ferrite matrix. The distribution of martensite in ferrite matrix exhibits a number of control parameters to define its characteristics. Generation of the artificial microstructure of dual phase steel based on these controlling parameters is advantageous to get a-priori estimate of the macroscopic properties and behavior. In the present work, a model is proposed for predicting the artificial microstructure of dual phase steel. The volume fraction of martensite and connectivity of the martensite in the ferrite matrix are used as controlling parameters to generate the artificial microstructure using the Teacher-Learner Based Optimization algorithm. The model has effectively predicted the microstructure of the DP590 steel. The artificial microstructure is applied for getting the tensile flow curve of the material using the finite element method. The predicted tensile response of the material is in good agreement with the experimental observations for DP590 steel. The model can be effectively applied to predict the artificial microstructure and subsequent micromechanical analysis of the dual phase steels.
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