Analysis of oil capture characteristics and global sensitivity of radial oil scoops with different blade radius differences for high-speed bearings

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Chi Zhang , Le Jiang , Yaguo Lyu , Wenjun Gao , Yewei Liu , Zhenxia Liu
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引用次数: 0

Abstract

Aero-engines that employ under-race lubrication technology offer significant advantages by ensuring adequate lubrication and cooling of the bearings, while also achieving substantial weight reduction and size optimization. The oil capture characteristics, including oil capture efficiency and captured oil amount, in radial under-race lubrication are influenced by the operating and structural parameters of the oil scoop. This study presents a comprehensive investigation of radial oil scoops with varying blade radius differences, combining numerical simulations and experimental investigations. The findings indicate that appropriately reducing the blade radius difference enhances the maximum oil capture efficiency while simultaneously raising the corresponding threshold speed. Among the tested configurations, the design with a 7.5mm radius difference demonstrates the highest oil capture efficiency under most operational conditions. Furthermore, a surrogate model integrated with global sensitivity analysis quantitatively assesses the influence of design parameters on oil capture characteristics, highlighting the injection angle as the most significant factor. Finally, by fitting data on the momentum flux ratio and optimal injection angle, a predictive correlation between these variables is established, with a maximum error of merely within 4%. This comprehensive research contributes to the advancement of radial under-race lubrication systems in aero-engines, leading to optimized designs that enhance overall performance and efficiency.
高速轴承不同叶片半径差径向油勺捕油特性及全局灵敏度分析
采用竞赛下润滑技术的航空发动机通过确保轴承的充分润滑和冷却提供了显着的优势,同时还实现了大量的重量减轻和尺寸优化。径向圈下润滑的捕油特性,包括捕油效率和捕油量,受油勺的操作参数和结构参数的影响。本文采用数值模拟与实验相结合的方法,对不同叶片半径差的径向采油斗进行了综合研究。研究结果表明,适当减小叶片半径差可以提高最大捕油效率,同时提高相应的阈值速度。在测试的配置中,在大多数操作条件下,半径差为7.5mm的设计具有最高的捕油效率。此外,结合全局敏感性分析的代理模型定量评估了设计参数对捕油特性的影响,突出了注入角度是最重要的因素。最后,通过拟合动量通量比和最佳注入角数据,建立了这些变量之间的预测相关性,最大误差仅在4%以内。这项全面的研究有助于航空发动机径向下润滑系统的发展,从而优化设计,提高整体性能和效率。
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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
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