CAO Ru-nan， SUN Zhi-li， ZHANG Yi-bo， WANG Jian. Reliability Analysis Based on Active Learning for Complex Mechanical Structure[J]. Journal of Northeastern University Natural Science, 2020, 41(2): 223-228.
[1]Chiralaksanakul A，Mahadevan S.First-order approximation methods in reliability-based design optimization［J］.Journal of Mechanical Design，2005，127(5):851-857. [2]Zhang Z，Jiang C，Wang G G，et al.First and second order approximate reliability analysis methods using evidence theory［J］.Reliability Engineering & System Safety，2015，137(1):40-49. [3]王丹，周亮，孙志礼，等.基于蒙特卡洛方法的滚珠丝杠副运动可靠性分析［J］.东北大学学报(自然科学版)，2012，33(8):1179-1181，1185.(Wang Dan，Zhou Liang，Sun Zhi-li，et al.Reliability analysis of ball screw pair motion based on Monte Carlo method［J］.Journal of Northeastern University(Natural Science)，2012，33(8):1179-1181，1185.) [4]谢延敏，于沪平，陈军，等.基于Kriging模型的可靠度计算［J］.上海交通大学学报，2007，41(2):177-180，193.(Xie Yan-min，YU Hu-ping，Chen Jun，et al.Reliability calculation based on Kriging model［J］.Journal of Shanghai Jiaotong University，2007，41(2):177-180，193.) [5]Bichon B J，Mcfarland J M，Mahadevan S，et al.Efficient surrogate models for reliability analysis of systems with multiple failure modes［J］.Reliability Engineering and System Safety，2011，96(10):1386-1395. [6]肖义龙，苏国韶.结构可靠度分析的高斯过程响应面方法［J］.人民长江，2016，47(23):82-85.(Xiao Yi-long，Su Guo-shao.Structural reliability analysis by Gaussian process response surface method ［J］.Yangtze River，2016，47(23):82-85.) [7]Cardoso J B，De Almeida J R，Dias J M，et al.Structural reliability analysis using Monte Carlo simulation and neural networks［J］.Advances in Engineering Software，2008，39(6):505-513. [8]王健，孙志礼，于震梁，等.基于支持向量机的机械零件剩余寿命区间估计［J］.东北大学学报(自然科学版)，2016，37(7):974-978.(Wang Jian，Sun Zhi-li，Yu Zhen-liang，et al.Estimation of residual life interval of mechanical parts based on support vector machine ［J］.Journal of Northeastern University(Natural Science)，2016，37(7):974-978.) [9]Kaymaz I.Application of Kriging method to structural reliability problems［J］.Structural Safety，2005，27(2):133-151. [10]Echard B，Gayton N，Lemaire M.AK-MCS:an active learning reliability method combining Kriging and Monte Carlo simulation［J］.Structural Safety，2011，33(2):145-154. [11]孙志礼，李瑞，闫玉涛，等.一种用于结构可靠性分析的Kriging学习函数［J］.哈尔滨工业大学学报，2017，49(7):146-151.(Sun Zhi-li，Li Rui，Yan Yu-tao，et al.Kriging learning function for structural reliability analysis ［J］.Journal of Harbin University of Technology，2017，49(7):146-151.) [12]Kanungo T，Mount D M，Netanyahu N S，et al.An efficient k-means clustering algorithm:analysis and implementation［J］.IEEE Transactions on Pattern Analysis & Machine Intelligence，2002，24(7):881-892. [13]Kang S H，Sandberg B，Yip A M.A regularized k-means and multiphase scale segmentation［J］. Inverse Problems & Imaging，2017，5(2):407-429. [14]Tong C，Sun Z，Zhao Q，et al.A hybrid algorithm for reliability analysis combining Kriging and subset simulation importance sampling［J］.Journal of Mechanical Science and Technology，2015，29(8):3183-3193.
