TY - JOUR
T1 - Reliability analysis for dependent competing failure processes with changing degradation rate and hard failure threshold levels
AU - Hao, Songhua
AU - Yang, Jun
N1 - Publisher Copyright:
© 2018 Elsevier Ltd
PY - 2018/4
Y1 - 2018/4
N2 - Many systems are often subject to degradation and random shocks simultaneously, and their failure is the competing results of soft and hard failures. Motivated by the example of reinforced concrete (RC) pier columns of sea bridges, which experience dependent corrosion process and vessel collision-induced random shocks, shocks are divided into harmless ones and harmful ones according to their magnitude. Considering the impact of harmful shocks on temporal degradation performance, degradation rates as well as hard failure threshold levels, this paper proposes a new reliability model for systems subject to dependent competing failure processes. Hard failure occurs according to the combination of extended extreme shock model and extended δ-shock model, where the threshold level in the extended extreme shock model will be decreased by previous harmful shocks, and the threshold level in the extended δ-shock model depends on the magnitude of the previous harmful shock. Furthermore, each harmful shock will accelerate the degradation process by causing abrupt increase on degradation performance and acceleration on degradation rate. System reliability model is developed through analytical derivation and numerical calculation methods. Finally, a numerical study of RC pier columns of sea bridges is conducted to illustrate the implementation of the proposed model.
AB - Many systems are often subject to degradation and random shocks simultaneously, and their failure is the competing results of soft and hard failures. Motivated by the example of reinforced concrete (RC) pier columns of sea bridges, which experience dependent corrosion process and vessel collision-induced random shocks, shocks are divided into harmless ones and harmful ones according to their magnitude. Considering the impact of harmful shocks on temporal degradation performance, degradation rates as well as hard failure threshold levels, this paper proposes a new reliability model for systems subject to dependent competing failure processes. Hard failure occurs according to the combination of extended extreme shock model and extended δ-shock model, where the threshold level in the extended extreme shock model will be decreased by previous harmful shocks, and the threshold level in the extended δ-shock model depends on the magnitude of the previous harmful shock. Furthermore, each harmful shock will accelerate the degradation process by causing abrupt increase on degradation performance and acceleration on degradation rate. System reliability model is developed through analytical derivation and numerical calculation methods. Finally, a numerical study of RC pier columns of sea bridges is conducted to illustrate the implementation of the proposed model.
KW - Competing failure processes
KW - Degradation rate
KW - Extended extreme shock model
KW - Extended δ-shock model
KW - Hard failure threshold level
UR - https://www.scopus.com/pages/publications/85043401302
U2 - 10.1016/j.cie.2018.03.002
DO - 10.1016/j.cie.2018.03.002
M3 - 文章
AN - SCOPUS:85043401302
SN - 0360-8352
VL - 118
SP - 340
EP - 351
JO - Computers and Industrial Engineering
JF - Computers and Industrial Engineering
ER -