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基于响应面分析法的激光熔覆仿真实验教学设计与研究OA

Design and Research on Virtual Simulation Experimental Teaching of Laser Cladding Based on Response Surface Analysis Methodology

中文摘要英文摘要

为解决熔覆层易产生裂纹、气孔、变形等问题,该文以G-X5CrNi134马氏体不锈钢为基体,以Stellite 6钴基合金为激光熔覆粉末,通过Design-Expert 13等软件根据前期实验数据建立回归模型,并采用响应面分析方法对创建的数学模型进行分析,获得最优激光熔覆工艺参数为激光功率 2 000 W,送粉速率 7.34 g/min,扫描速度 350 mm/min.通过激光熔覆实验验证在最优参数下制备的Stellite 6钴基涂层与基体之间结合紧密,无气孔和裂纹等缺陷,且宽高比适中.该实验提出了激光熔覆钴基涂层技术优化策略,融合参数优化建模与虚拟仿真,兼顾多种数据分析工具使用与实验过程理解,具有较强的跨平台扩展性与工程教学适应性,适用于本科生研究型材料设计实验教学,有助于培养学生创新思维和综合实践能力.

To address issues such as cracks,porosity,and deformation that are prone to occur in cladding layers,this article uses G-X5CrNi134 martensitic stainless steel as the substrate and Stellite 6 cobalt-based alloy as the laser cladding powder.A regression model was established based on previous experimental data using software such as Design-Expert 13.Response surface analysis was employed to analyze the resulting mathematical model,and the optimal laser cladding process parameters were determined as follows:laser power of 2 000 W,powder feeding rate of 7.34 g/min,and scanning speed of 350 mm/min.Laser cladding experiments confirmed that the Stellite 6 cobalt-based coating prepared under the optimal parameters is tightly bonded to the substrate,is free of defects such as porosity and cracks,and has a moderate aspect ratio.This experiment proposes an optimized strategy for laser cladding of cobalt-based coatings,integrating parameter optimization modeling and virtual simulation.It combines the application of diverse data analysis tools with an in-depth understanding of experimental processes,and offers strong cross-platform scalability and adaptability for engineering education.This approach is well-suited for research-oriented materials design experiments in undergraduate teaching,effectively fostering students'innovative thinking and comprehensive practical skills.

季敬皓;李倩;罗志鹏;陈大志;刘艳

西南交通大学 本科生院,成都 611756西南交通大学 材料科学与工程学院,成都 610031西南交通大学 计算机与人工智能学院,成都 610031西南交通大学 材料科学与工程学院,成都 610031西南交通大学 材料科学与工程学院,成都 610031

矿业与冶金

激光熔覆钴基涂层虚拟仿真实验教学响应面分析法

laser claddingcobalt-based coatingvirtual simulationexperimental teachingresponse surface methodology

《实验科学与技术》 2026 (2)

23-33,11

四川省高等学校创新性实验项目(2024-42,2025-30)西南交通大学本科教学改革项目(JG2024038,JG2024097)四川省高等教育学会2024年高等教育科学研究重大项目(GJXH2024ZHDA-002).

10.12179/1672-4550.20250299

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