Shenkun Zhao, Chao Jiang*, Zhe Zhang, Xiangyun Long
CMES-Computer Modeling in Engineering & Sciences, Vol.123, No.3, pp. 1151-1173, 2020, DOI:10.32604/cmes.2020.08867
- 28 May 2020
Abstract In the Prognostics and Health Management (PHM), remaining useful
life (RUL) is very important and utilized to ensure the reliability and safety of
the operation of complex mechanical systems. Recently, unscented Kalman filtering (UKF) has been applied widely in the RUL estimation. For a degradation system, the relationship between its monitored measurements and its degradation
states is assumed to be nonlinear in the conventional UKF. However, in some special degradation systems, their monitored measurements have a linear relation
with their degradation states. For these special problems, it may bring estimation
errors to use the UKF… More >