Research on Time-variant Reliability and Time-varying Global Reliability Sensitivity of Aircraft Landing Gear Mechanism
-
摘要: 以某型飞机起落架收放机构为研究对象,考虑载荷与抗力的随机性和时变性,采用时变全局可靠性灵敏度分析理论,研究了各输入随机因素对起落架收放机构时变可靠性的影响大小和作用机理。首先利用MATLAB与ADAMS的联合仿真得到各输入变量样本值对应的输出响应值,结合神经网络与自适应Kriging模型构建极限状态函数的代理模型,在此基础上采用抽样方法实现收放机构的时变可靠度及其时变全局可靠性灵敏度的计算。Abstract: For a certain type of aircraft landing gear mechanism, considering the characteristics of random and time-varying of the load and resistance, the time-varying global reliability sensitivity analysis theory is used to study the effect and interaction mechanism of random factors on the landing gear mechanism. The output response of each input variable sample value is obtained with the joint simulation of MATLAB and ADAMS. Based on the neural network and adaptive Kriging model, the agent model of limit state function is established. Sampling method is used to realize the calculation of time-variant reliability and time-varying global reliability sensitivity of the landing gear mechanism.
-
Key words:
- landing gear /
- neural network /
- Kriging model /
- sensitivity analysis /
- MATLAB
-
[1] 孙志礼,姬广振,闫玉强,等.机构运动可靠性设计与分析技术[M].北京:国防工业出版社,2015 Sun Z L, Ji G Z, Yan Y Q, et al. The mechanism motion reliability design and analysis technology[M]. Beijing:National Defense Industry Press, 2015(in Chinese) [2] 罗继曼,孙志礼.对曲柄滑块机构运动精度可靠性模型的研究[J].机械科学与技术,2002,21(6):958-962 Luo J M, Sun Z L. Research on the motion reliability design model of slider-crank mechanism[J]. Mechanical Science and Technology, 2002,21(6):958-962(in Chinese) [3] 王钰龙,魏小辉,印寅,等.某起落架收放试验故障分析及间隙影响分析[J].机械科学与技术,2015,34(2):325-328 Wang Y L, Wei X H, Yin Y, et al. Failure analysis and gap impact analysis of a landing gear's extension-retraction test[J]. Mechanical Science and Technology for Aerospace Engineering, 2015,34(2):325-328(in Chinese) [4] 纪玉杰,孙志礼,李良巧.曲柄滑块机构运动可靠性的仿真[J].兵工学报,2006,27(1):116-120 Ji Y J, Sun Z L, Li L Q. Simulation on motion reliability of crank-slider mechanism[J]. Acta Armamentarii, 2006,27(1):116-120(in Chinese) [5] 朱林,孔凡让,尹成龙,等.基于仿真计算的某型飞机起落架收放机构的仿真研究[J].中国机械工程,2007,18(1):26-29 Zhu L, Kong F R, Yin C L, et al. Dynamic simulation of retracting mechanism of the landing gear of an aircraft with computer simulation techniques[J]. China Mechanical Engineering, 2007,18(1):26-29(in Chinese) [6] Bataller A, Ortiz A, Cabrera J A, et al. WinMecC:software for the analysis and synthesis of planar mechanisms[M]//Wenger P, Flores P. New Trends in Mechanism and Machine Science. Cham:Springer, 2016:233-242 [7] Chaparro-Rico B, Cafolla D, Ceccarelli M, et al. Design and simulation of an assisting mechanism for arm exercises[M]//Boschetti G, Gasparetto A. Advances in Italian Mechanism Science. Cham:Springer, 2016:115-123 [8] Lee Y M, Hsu K S, Chang S B. Using ADAMS for mechanism simulation application of multiaxis machines[J]. Transactions of the Canadian Society for Mechanical Engineering, 2014,37(3):1013-1022 [9] Du X P. Time-dependent mechanism reliability analysis with envelope functions and first-order approximation[J]. Journal of Mechanical Design, 2014,136(8):081010 [10] Zhang J F, Du X P. Time-dependent reliability analysis for function generator mechanism[J]. Journal of Mechanical Design, 2011,133(3):031005 [11] Wei P F, Wang Y Y, Tang C H. Time-variant global reliability sensitivity analysis of structures with both input random variables and stochastic processes[J]. Structural and Multidisciplinary Optimization, 2017,55(5):1883-1898 [12] Echard B, Gayton N, Lemaire M. AK-MCS:an active learning reliability method combining Kriging and Monte Carlo simulation[J]. Structural Safety, 2001,33(2):145-154 [13] 张崎.基于Kriging方法的结构可靠性分析及优化设计[D].大连:大连理工大学,2005 Zhang Q. Structural reliability analysis and optimization based on Kriging technique[D]. Dalian:Dalian University of Technology, 2005(in Chinese) [14] 朱凯,王正林.精通MATLAB神经网络[M].北京:电子工业出版社,2010 Zhu K, Wang Z L. Proficient in MATLAB neural network[M]. Beijing:Electronic Industry Press, 2010(in Chinese) [15] 魏鹏飞.结构系统可靠性及灵敏度分析研究[D].西安:西北工业大学,2015 Wei P F. Research on the reliability and sensitivity analysis of structural systems[D]. Xi'an:Northwestern Polytechnical University, 2015(in Chinese) [16] Wang Z Q, Chen W. Time-variant reliability assessment through equivalent stochastic process transformation[J]. Reliability Engineering & System Safety, 2016,152:166-175 [17] Wei P F, Lu Z Z, Hao W R, et al. Efficient sampling methods for global reliability sensitivity analysis[J]. Computer Physics Communications, 2012,183(8):1728-1743 [18] Wang Z Q, Wang P F. A new approach for reliability analysis with time-variant performance characteristics[J]. Reliability Engineering & System Safety, 2013,115:70-81 [19] 杨旭峰,刘永寿,何勇.飞机起落架收放机构功能可靠性与灵敏度分析[J].航空制造技术,2014,447(3):78-81,85 Yang X F, Liu Y S, He Y. Functional reliability and parameter sensitivity analysis for retraction-extension system of landing gear[J]. Aeronautical Manufacturing Technology, 2014,447(3):78-81,85(in Chinese)
点击查看大图
计量
- 文章访问数: 161
- HTML全文浏览量: 28
- PDF下载量: 6
- 被引次数: 0