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典型文献
Generalized degradation reliability model considering phase transition
文献摘要:
Aiming to evaluate the reliability of phase-transition degrading systems, a generalized stochastic degradation model with phase transition is constructed, and the corresponding ana-lytical reliability function is formulated under the concept of the first hitting time. The phase-varying stochastic property and the phase-varying nonlinearity are considered simultaneously in the proposed model. To capture the phase-varying stochastic pro-perty, a Wiener process is adopted to model the non-mono-tonous degradation phase, while a Gamma process is utilized to model the monotonous one. In addition, the phase-varying non-linearity is captured by different transformed time scale functions. To facilitate the practical application of the proposed model, identification of phase model type and estimation of model parameters are discussed, and the initial guesses for parameters optimization are also given. Based on the constructed model, two simulation studies are carried out to verify the analyti-cal reliability function and analyze the influence of model mis-specification. Finally, a practical case study is conducted for illustration.
文献关键词:
作者姓名:
ZHANG Ao;WANG Zhihua;WU Qiong;LIU Chengrui
作者机构:
School of Aeronautic Science and Engineering, Beihang University, Beijing 100191, China;Institute of Spacecraft System Engineering, China Academy of Space Technology, Beijing 100094, China;Beijing Institute of Control Engineering, Beijing 100094, China
引用格式:
[1]ZHANG Ao;WANG Zhihua;WU Qiong;LIU Chengrui-.Generalized degradation reliability model considering phase transition)[J].系统工程与电子技术(英文版),2022(03):748-758
A类:
perty,tonous,guesses,analyti
B类:
Generalized,degradation,reliability,model,considering,phase,transition,Aiming,evaluate,degrading,systems,generalized,stochastic,constructed,corresponding,lytical,formulated,under,concept,first,hitting,varying,property,nonlinearity,are,considered,simultaneously,proposed,To,Wiener,process,adopted,while,Gamma,utilized,monotonous,one,In,addition,captured,by,different,transformed,scale,functions,facilitate,practical,application,identification,type,estimation,parameters,discussed,initial,optimization,also,given,Based,two,simulation,studies,carried,out,verify,analyze,influence,mis,specification,Finally,case,study,conducted,illustration
AB值:
0.4959
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