采用先进的相关分析方法对Rene 125涡轮叶片IN625激光熔覆进行综合统计建模和工艺优化

IF 6.6 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
Fareed Kermani, Hossein Momeni, Reza ShojaRazavi, MohammadReza Borhani
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引用次数: 0

摘要

本研究研究了关键激光熔覆参数(激光功率(P)、扫描速度(V)和粉末进料速度(F))对沉积在Rene 125涡轮叶片约束表面(~ 1.6 mm宽度)上的IN625单道轨迹几何特性的影响,这与通常在平板基板上进行的传统研究不同。全因子设计系统地改变P (200-350 W), V (5-11 mm/s)和F (0-250 mg/s),以制造36个单通道轨道。通过扫描电子显微镜进行全面的横断面分析,结合先进的Pearson相关分析,评估了关键响应:轨迹宽度(W)、高度(H)、穿透深度(b)、稀释度(D)和润湿角(T)。二次多项式模型的R2值为0.65-0.83,在强调过程复杂性的同时,证实了足够的预测准确性。Pearson相关性揭示了与平面研究不同的非常规趋势:激光功率与轨迹宽度呈显著负相关(r≈- 0.43),而与润湿角呈正相关(r≈0.34)。扫描速度正影响W,同时降低H,而粉末进料速度增加H (r≈0.51),降低D (r≈- 0.57)和b (r≈- 0.49)。这些发现突出了涡轮叶片维修环境中参数的独特相互作用,其中几何约束改变了传统的过程动力学。通过多响应优化,确定了最佳参数设置(275±15 W, 8±0.5 mm/s和150±10 mg/s),以实现精确的几何控制,平衡尺寸精度和冶金完整性,这是航空航天部件修复所必需的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated statistical modelling and process optimization of laser cladding of IN625 on Rene 125 turbine blade using advanced correlation analysis
This study investigates the influence of critical laser cladding parameters(laser power (P), scan speed (V), and powder feed rate (F))on the geometric characteristics of IN625 single-pass tracks deposited on the constrained surface (∼1.6 mm width) of Rene 125 turbine blades, diverging from conventional research typically conducted on flat plate substrates. A full factorial design systematically varied P (200–350 W), V (5–11 mm/s), and F (0–250 mg/s) to fabricate 36 single-pass tracks. Comprehensive cross-sectional analysis via SEM, integrated with advanced Pearson correlation analysis, evaluated key responses: track width (W), height (H), penetration depth (b), dilution (D), and wetting angle (T). Quadratic polynomial models achieved R2 values of 0.65–0.83, confirming adequate predictive accuracy while underscoring the process complexity. Pearson correlations revealed unconventional trends distinct from flat-surface studies: laser power exhibited a significant negative correlation with track width (r ≈ −0.43) but a positive correlation with wetting angle (r ≈ 0.34). Scan speed positively influenced W while reducing H, whereas elevated powder feed rates increased H (r ≈ 0.51) yet decreased D (r ≈ −0.57) and b (r ≈ −0.49). These findings highlight the unique interplay of parameters in turbine blade repair contexts, where geometric constraints alter conventional process dynamics. Through multi-response optimization, the optimal parameter set(275 ±15 W, 8 ±0.5 mm/s, and 150 ±10 mg/s) was identified to achieve precise geometric control, balancing dimensional accuracy and metallurgical integrity essential for aerospace component restoration.
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来源期刊
Journal of Materials Research and Technology-Jmr&t
Journal of Materials Research and Technology-Jmr&t Materials Science-Metals and Alloys
CiteScore
8.80
自引率
9.40%
发文量
1877
审稿时长
35 days
期刊介绍: The Journal of Materials Research and Technology is a publication of ABM - Brazilian Metallurgical, Materials and Mining Association - and publishes four issues per year also with a free version online (www.jmrt.com.br). The journal provides an international medium for the publication of theoretical and experimental studies related to Metallurgy, Materials and Minerals research and technology. Appropriate submissions to the Journal of Materials Research and Technology should include scientific and/or engineering factors which affect processes and products in the Metallurgy, Materials and Mining areas.
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