首页|基于响应面法的FGH4113A高温合金涡轮盘锻造工艺参数优化

基于响应面法的FGH4113A高温合金涡轮盘锻造工艺参数优化

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通过对有限元模拟软件进行二次开发并嵌入所建立的微观组织演变模型,实现了 FGH4113A镍基粉末高温合金涡轮盘锻造过程的宏微观耦合数值模拟.通过单因素实验方法,分析了坯料温度、模具温度、坯料高径比和应变速率对涡轮盘锻后平均晶粒尺寸及其分布的影响.基于响应面法,建立了工艺参数与微观组织之间的映射关系模型.以盘件锻后平均晶粒尺寸和标准偏差为微观组织优化目标,进行涡轮盘工艺参数的多目标优化,得到最优工艺参数为:坯料温度约为1097 ℃、模具温度约为976 ℃、坯料高径比为2.4、应变速率为0.021 s-1.在优化后的参数条件下进行数值模拟和工艺实验以验证优化结果的可靠性,结果表明所优化的工艺参数可以同时细化涡轮盘的平均晶粒尺寸并提高其组织均匀性.本研究可以为高性能航空发动机涡轮盘生产过程中的工艺制定提供借鉴和参考.
Optimization of Forging Processing Parameters of the FGH4113A P/M Superalloy Turbine Disk Based on Response Surface Method
The macro-micro coupled finite element simulation of the FGH4113A P/M superalloy during the forging process was carried out.The effects of workpiece temperature,die temperature,height-diameter-ratio of the workpiece,and strain rate on the microscopic average grain size(AGS)and its distribution uniformity of the forged turbine disks were analyzed by single factor simulation.Based on the orthogonal experimental design and response surface method,the mapping relationships between processing parameters and microstructure state variables were established.The AGS and the standard deviation of grain size distribution were taken as the optimization targets of processing parameters to achieve microstructural control.Then the optimal processing parameters can be obtained by multi-objective optimization of the established response surface model,listed as:the workpiece temperature of 1097 ℃,the die temperature of 976 ℃,height-diameter-ratio of 2.4,and strain rate of 0.021 s-1.The validated finite simulation under this deformation condition was carried out to verify the reliability of the optimization results.The results show that the forged turbine disk depicts the characteristics of the finer AGS and uniform grain size distribution.This study can provide the guidelines and reference for process formulation in the production process of high-performance superalloy turbine disks.

response surface methodsuperalloyturbine diskoptimization of processing parameter

温红宁、金俊松、章一丁、龚攀、王新云、陈俊志、马向东、郭建政

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华中科技大学材料科学与工程学院材料成形与模具技术国家重点实验室,湖北武汉 430074

深圳市万泽中南研究院有限公司,广东深圳 518000

中南大学粉末冶金国家重点实验室,湖南长沙 410083

响应面法 高温合金 涡轮盘 工艺参数优化

国家自然科学基金中央高校基本科研业务费专项资金

52175319YCJJ202202003

2024

稀有金属材料与工程
中国有色金属学会,中国材料研究学会,西北有色金属研究院

稀有金属材料与工程

CSTPCD北大核心
影响因子:0.634
ISSN:1002-185X
年,卷(期):2024.53(9)