Back to Search
Start Over
Simulation of bainite and martensite formation using a novel cellular automata method
- Publication Year :
- 2018
- Publisher :
- Elsevier, 2018.
-
Abstract
- A novel two-dimensional cellular automata model for simulating the formation of lath martensite and bainite in steels during cooling is presented. The model is parameterized using fitted Johnson-Mehl-Avrami-Kolmogorov (JMAK) and Koistinen-Marburger equations and by comparing predictions to scanning electron microscopy images of the actual microstructures after cooling. The results of this simulation can be used to estimate the fractions, shapes and sizes of bainite and martensite for different cooling rates, which should offer new possibilities for the qualitative estimation of the mechanical properties of high-strength steels with bainitic – martensitic microstructures formed from recrystallized or thermomechanically deformed austenite.
- Subjects :
- Cellular automata
Materials science
Bainite
Scanning electron microscope
02 engineering and technology
Lath
engineering.material
01 natural sciences
Industrial and Manufacturing Engineering
Artificial Intelligence
0103 physical sciences
Martensite
Composite material
010302 applied physics
Austenite
Modeling
Cooling rates
021001 nanoscience & nanotechnology
Microstructure
Cellular automaton
Steel
engineering
Microstructure development
0210 nano-technology
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....ca7b0356b4cdda88ebc42e7eb327c7fb