Volume 47 Issue 2
Apr.  2026
Turn off MathJax
Article Contents
GAO Xinliang, ZHANG Zhuangzhuang, LI Wenlong, WANG Chenyang, ZHAO Cong, YANG Zhinan. Cellular automaton simulation of austenite microstructure evolution in offshore steel during the heating process[J]. IRON STEEL VANADIUM TITANIUM, 2026, 47(2): 180-188. doi: 10.7513/j.issn.1004-7638.2026.02.020
Citation: GAO Xinliang, ZHANG Zhuangzhuang, LI Wenlong, WANG Chenyang, ZHAO Cong, YANG Zhinan. Cellular automaton simulation of austenite microstructure evolution in offshore steel during the heating process[J]. IRON STEEL VANADIUM TITANIUM, 2026, 47(2): 180-188. doi: 10.7513/j.issn.1004-7638.2026.02.020

Cellular automaton simulation of austenite microstructure evolution in offshore steel during the heating process

doi: 10.7513/j.issn.1004-7638.2026.02.020
More Information
  • Received Date: 2025-10-30
  • Accepted Date: 2025-12-04
  • Rev Recd Date: 2025-11-24
  • Available Online: 2026-04-29
  • Publish Date: 2026-04-29
  • To investigate the evolution law of austenite microstructure in offshore steel during the heating process, this study established a cellular automaton (CA) model for austenitic grain growth in offshore steel during heating based on the mechanisms of thermal activation energy, curvature-driven growth, and grain boundary energy dissipation. The effects of heating temperature and holding time on austenitic grain growth were analyzed. The results indicate that increasing the heating temperature provides a greater driving force for grain boundary migration, promoting grain boundary migration and grain coalescence, leading to an increase in austenite grain size. As heating time increases, the grains continue to grow, and the grain boundaries tend to become smoother. A prediction model for austenite grain growth of offshore steel was established, yielding a grain growth index of 0.45, and the correspondence between real time and simulation time was determined. The findings will provide theoretical support for the precise control of microstructure in offshore steel.
  • loading
  • [1]
    LI Z T, CHAI F, YANG C F, et al. Effect of quenching process on microstructure and mechanical properties of Cu precipitated hardened ultra-high strength steel[J]. Iron and Steel, 2019, 54(6): 79-85. (李振团, 柴锋, 杨才福, 等. 淬火工艺对铜沉淀强化UHS钢组织性能的影响[J]. 钢铁, 2019, 54(6): 79-85. doi: 10.13228/j.boyuan.issn0449-749x.20180367

    LI Z T, CHAI F, YANG C F, et al. Effect of quenching process on microstructure and mechanical properties of Cu precipitated hardened ultra-high strength steel[J]. Iron and Steel, 2019, 54(6): 79-85. doi: 10.13228/j.boyuan.issn0449-749x.20180367
    [2]
    XI S P, GAO X L, LIU W, et al. Hot deformation behavior and processing map of low-alloy offshore steel[J]. Journal of Iron and Steel Research International, 2022, 29(3): 474-483. doi: 10.1007/s42243-021-00603-4
    [3]
    LU C H, LIU H W, QU J B, et al. Effect of quenching process on microstructure and properties of ultra-heavy offshore engineering steel[J]. Iron and Steel, 2025, 60(5): 138-147. (陆春洁, 刘汉文, 曲锦波, 等. 淬火工艺对特厚海工钢组织和性能的影响[J]. 钢铁, 2025, 60(5): 138-147. doi: 10.13228/j.boyuan.issn0449-749x.20240680

    LU C H, LIU H W, QU J B, et al. Effect of quenching process on microstructure and properties of ultra-heavy offshore engineering steel[J]. Iron and Steel, 2025, 60(5): 138-147. doi: 10.13228/j.boyuan.issn0449-749x.20240680
    [4]
    LIU H, LI J, WANG Z, et al. Effect of Co on microstructure and mechanical properties of NiCrMoV marine steel[J]. Iron and Steel, 2024, 59(11): 153-164. (刘浩, 李健, 王贞, 等. Co对NiCrMoV系海工钢组织与性能的影响[J]. 钢铁, 2024, 59(11): 153-164. doi: 10.13228/j.boyuan.issn0449-749x.20240041

    LIU H, LI J, WANG Z, et al. Effect of Co on microstructure and mechanical properties of NiCrMoV marine steel[J]. Iron and Steel, 2024, 59(11): 153-164. doi: 10.13228/j.boyuan.issn0449-749x.20240041
    [5]
    DING R, GUO Z X. Microstructural evolution of a Ti-6AI-4V alloy during β-phase processing: Experimental and simulative investigations[J]. Materials Science & Engineering A, 2004, 365: 172-176. doi: 10.1016/j.msea.2003.09.024
    [6]
    DOU C C, SUN Z D, GUO N, et al. High temperature deformation behavior and constitutive model of 42CrMo4 steel[J]. Hot Working Technology, 2025, 54(5): 77-85. (窦存超, 孙振栋, 郭宁, 等. 42CrMo4钢的高温变形行为及本构模型[J]. 热加工工艺, 2025, 54(5): 77-85.

    DOU C C, SUN Z D, GUO N, et al. High temperature deformation behavior and constitutive model of 42CrMo4 steel[J]. Hot Working Technology, 2025, 54(5): 77-85.
    [7]
    ZHU Z, SUI D S, GAO L, et al. Effect of initial grain size on microstructure evolution for SA508-3 steel after hot deformation[J]. Journal of Plasticity Engineering, 2016, 23(4): 101-106. (朱喆, 隋大山, 高亮, 等. SA508-3钢初始晶粒度对热变形后微观组织的作用规律[J]. 塑性工程学报, 2016, 23(4): 101-106.

    ZHU Z, SUI D S, GAO L, et al. Effect of initial grain size on microstructure evolution for SA508-3 steel after hot deformation[J]. Journal of Plasticity Engineering, 2016, 23(4): 101-106.
    [8]
    DEHGHAN-MANSHADI A, HODGSON P D. Effect of initial grain size on the dynamic recrystallization behaviors of austenite[C]//Sixth Pacific Rim International Conference on Advanced Materials and Processing (PRICM 6), Part 1. 2007.
    [9]
    TANG Z L, WANG F M, YU Q M, et al. Effect of heat treatment process on austenitic grains of steel SXQ500/550DZ35 for hydropower stations[J]. Special Steel, 2023, 44(3): 104-108. (唐郑磊, 王福明, 于乔木, 等. 热处理工艺对水电站用钢SXQ500/550DZ35奥氏体晶粒的影响[J]. 特殊钢, 2023, 44(3): 104-108. doi: 10.20057/j.1003-8620.2022-00205

    TANG Z L, WANG F M, YU Q M, et al. Effect of heat treatment process on austenitic grains of steel SXQ500/550DZ35 for hydropower stations[J]. Special Steel, 2023, 44(3): 104-108. doi: 10.20057/j.1003-8620.2022-00205
    [10]
    TAN F L, JIA S J, ZHANG H B, et al. Growth behavior of austenite grain in niobium and titanium microalloyed ferrite-bainite dual phase pipeline steel during reheating[J]. Materials for Mechanical Engineering, 2016(1): 10-15. (谭峰亮, 贾书君, 张洪博, 等. 铌钛微合金化铁素体-贝氏体双相管线钢再加热时奥氏体晶粒的长大行为[J]. 机械工程材料, 2016(1): 10-15. doi: 10.11973/jxgccl201601003

    TAN F L, JIA S J, ZHANG H B, et al. Growth behavior of austenite grain in niobium and titanium microalloyed ferrite-bainite dual phase pipeline steel during reheating[J]. Materials for Mechanical Engineering, 2016(1): 10-15. doi: 10.11973/jxgccl201601003
    [11]
    ZHAO X, CHEN L. Effect of heating temperature on austenite grain size of X80 steel slab[J]. IOP Conference Series: Materials Science and Engineering, 2019, 631(2): 022013. doi: 10.1088/1757-899X/631/2/022013
    [12]
    CHUN Y B, SEMIATIN S L, HWANG S K. Monte Carlo modeling of microstructure evolution during the static recrystallization of cold-rolled commercial-purity titanium[J]. Acta Materialia, 2006, 54(14): 3673-3689. doi: 10.1016/j.actamat.2006.03.055
    [13]
    KRILL C E, CHEN L Q. Computer simulation of 3-D grain growth using a phase-field model[J]. Acta Materialia, 2002, 50(12): 3059-3075. doi: 10.1016/S1359-6454(02)00084-8
    [14]
    ZHU H J, CHEN F, ZHANG H M, et al. Review on modeling and simulation of microstructure evolution during dynamic recrystallization using cellular automaton method[J]. Science China Technological Sciences, 2020, 63(3): 357-396. doi: 10.1007/s11431-019-9548-x
    [15]
    MUKHOPADHYAY P, LOECK M, GOTTSTEIN G. A cellular operator model for the simulation of static recrystallization[J]. Acta Materialia, 2007, 55(2): 551-564. doi: 10.1016/j.actamat.2006.08.045
    [16]
    JIA C N, ZHENG C W, LI D Z. Cellular automaton modeling of austenite formation from ferrite plus pearlite microstructures during intercritical annealing of a C-Mn steel[J]. Journal of Materials Science & Technology, 2020, 47: 1-9. doi: 10.1016/j.jmst.2020.02.002
    [17]
    JIN W Z, WANG L, LIU X H, et al. Modeling of cellular automaton method in the simulation of recrystallization[J]. Materials for Mechanical Engineering, 2005, 29(10): 10-13. (金文忠, 王磊, 刘相华, 等. 元胞自动机方法模拟再结晶过程的建模[J]. 机械工程材料, 2005, 29(10): 10-13.

    JIN W Z, WANG L, LIU X H, et al. Modeling of cellular automaton method in the simulation of recrystallization[J]. Materials for Mechanical Engineering, 2005, 29(10): 10-13.
    [18]
    WANG H, LIU G Q, QING X G. Verification of 3D grain growth rate equations with large-scale Potts model Monte Carlo simulation[J]. Acta Metallurgica Sinica, 2008, 44(1): 13-18. (王浩, 刘国权, 秦湘阁. 三维晶粒长大速率方程的大尺度Potts模型Monte Carlo仿真验证[J]. 金属学报, 2008, 44(1): 13-18.

    WANG H, LIU G Q, QING X G. Verification of 3D grain growth rate equations with large-scale Potts model Monte Carlo simulation[J]. Acta Metallurgica Sinica, 2008, 44(1): 13-18.
    [19]
    ZHENG Y, SONG J L, DU S W, et al. Cellular automata simulation of austenite grain growth for LZ50 steel[J]. Journal of Plasticity Engineering, 2015, 22(6): 141-147. (郑毅, 宋建丽, 杜诗文, 等. LZ50钢奥氏体晶粒长大的元胞自动机模拟[J]. 塑性工程学报, 2015, 22(6): 141-147. doi: 10.3969/j.issn.1007-2012.2015.06.025

    ZHENG Y, SONG J L, DU S W, et al. Cellular automata simulation of austenite grain growth for LZ50 steel[J]. Journal of Plasticity Engineering, 2015, 22(6): 141-147. doi: 10.3969/j.issn.1007-2012.2015.06.025
    [20]
    ZHANG Y S. Hamiltonian function in relativistic thermodynamics[J]. Physics and Engineering, 2001, 11(2): 16-19,41. (张有生. 相对论热力学的哈密顿函数[J]. 物理与工程, 2001, 11(2): 16-19,41. doi: 10.3969/j.issn.1009-7104.2001.02.005

    ZHANG Y S. Hamiltonian function in relativistic thermodynamics[J]. Physics and Engineering, 2001, 11(2): 16-19,41. doi: 10.3969/j.issn.1009-7104.2001.02.005
    [21]
    MARMO G, MORANDI G, SIMONI A, et al. Alternative structures and bi-Hamiltonian systems[J]. Journal of Physics A: Mathematical and General, 2005, 38(17): 3813-3821. doi: 10.1088/0305-4470/38/17/007
    [22]
    MONTESINOS M. Heisenberg’s quantization of dissipative systems[J]. Physical Review A, 2003, 68(1): 014101. doi: 10.1103/physreva.68.014101
    [23]
    BECK P A, KREMER J C, DEMER L J, et al. Grain growth in high-purity aluminium-magnesium alloy[J]. Metallurgical Transactions B, 1948, 175: 372-394.
    [24]
    CHU Z B, LI W, WANG H Z, et al. Research on solution treatment of AZ31 magnesium alloy based on cellular automaton[J]. Engineering Science and Technology, 2019, 51(2): 185-192. (楚志兵, 李伟, 王环珠, 等. 基于元胞自动机AZ31镁合金固溶处理研究[J]. 工程科学与技术, 2019, 51(2): 185-192. doi: 10.15961/j.jsuese.201800760

    CHU Z B, LI W, WANG H Z, et al. Research on solution treatment of AZ31 magnesium alloy based on cellular automaton[J]. Engineering Science and Technology, 2019, 51(2): 185-192. doi: 10.15961/j.jsuese.201800760
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(11)

    Article Metrics

    Article views (47) PDF downloads(0) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return