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Reliability and sensitivity analyses of HPT blade-tip radial running clearance using multiply response surface model
  • ISSN号:1671-833X
  • 期刊名称:《航空制造技术》
  • 时间:0
  • 分类:O211.3[理学—概率论与数理统计;理学—数学] TH122[机械工程—机械设计及理论]
  • 作者机构:[1]School of Energy and Power Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China, [2]Beijing Aeronautical Technology Research Center, Beijing 100076, China
  • 相关基金:Projects(51175017,51245027)supported by the National Natural Science Foundation of China
中文摘要:

To reasonably design the blade-tip radial running clearance(BTRRC) of high pressure turbine and improve the performance and reliability of gas turbine, the multi-object multi-discipline reliability sensitivity analysis of BTRRC was accomplished from a probabilistic prospective by considering nonlinear material attributes and dynamic loads. Firstly, multiply response surface model(MRSM) was proposed and the mathematical model of this method was established based on quadratic function. Secondly, the BTRRC was decomposed into three sub-components(turbine disk, blade and casing), and then the single response surface functions(SRSFs) of three structures were built in line with the basic idea of MRSM. Thirdly, the response surface function(MRSM) of BTRRC was reshaped by coordinating SRSFs. From the analysis, it is acquired to probabilistic distribution characteristics of input-output variables, failure probabilities of blade-tip clearance under different static blade-tip clearances δ and major factors impacting BTRRC. Considering the reliability and efficiency of gas turbine, δ=1.87 mm is an optimally acceptable option for rational BTRRC. Through the comparison of three analysis methods(Monte Carlo method, traditional response surface method and MRSM), the results show that MRSM has higher accuracy and higher efficiency in reliability sensitivity analysis of BTRRC. These strengths are likely to become more prominent with the increasing times of simulations. The present study offers an effective and promising approach for reliability sensitivity analysis and optimal design of complex dynamic assembly relationship.

英文摘要:

To reasonably design the blade-tip radial running clearance(BTRRC) of high pressure turbine and improve the performance and reliability of gas turbine, the multi-object multi-discipline reliability sensitivity analysis of BTRRC was accomplished from a probabilistic prospective by considering nonlinear material attributes and dynamic loads. Firstly, multiply response surface model(MRSM) was proposed and the mathematical model of this method was established based on quadratic function. Secondly, the BTRRC was decomposed into three sub-components(turbine disk, blade and casing), and then the single response surface functions(SRSFs) of three structures were built in line with the basic idea of MRSM. Thirdly, the response surface function(MRSM) of BTRRC was reshaped by coordinating SRSFs. From the analysis, it is acquired to probabilistic distribution characteristics of input-output variables, failure probabilities of blade-tip clearance under different static blade-tip clearances δ and major factors impacting BTRRC. Considering the reliability and efficiency of gas turbine, δ=1.87 mm is an optimally acceptable option for rational BTRRC. Through the comparison of three analysis methods(Monte Carlo method, traditional response surface method and MRSM), the results show that MRSM has higher accuracy and higher efficiency in reliability sensitivity analysis of BTRRC. These strengths are likely to become more prominent with the increasing times of simulations. The present study offers an effective and promising approach for reliability sensitivity analysis and optimal design of complex dynamic assembly relationship.

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期刊信息
  • 《航空制造技术》
  • 中国科技核心期刊
  • 主管单位:中国航空工业集团公司
  • 主办单位:北京航空制造工程研究所
  • 主编:刘柱
  • 地址:北京市朝阳区八里桥北东军庄1号
  • 邮编:100024
  • 邮箱:lzm@amte.net.cn
  • 电话:010-85700465
  • 国际标准刊号:ISSN:1671-833X
  • 国内统一刊号:ISSN:11-4387/V
  • 邮发代号:82-26
  • 获奖情况:
  • 中文核心期刊,中国科技论文统计用刊,中国期刊方阵“双百”期刊
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2011版)
  • 被引量:10629