Fault diagnosis and remaining useful life prediction of multiple deteriorating components in hybrid dynamical system
Published in Stein Haugen, Anne Barros, Coen van Gulijk, Trond Kongsvik, Jan Erik Vinnem, Safety and Reliability – Safe Societies in a Changing World, 2018
Om Prakash, A.K. Samantaray, R. Bhattacharyya
Recently, many works have been published using hybrid bond graph (HBG) technique with applications to modeling, control and FD of HDS (Narasimhan & Biswas, 2007; Wang et al. 2013; Borutzky, 2015; Low et al., 2010; Ghoshal et al., 2012; Levy et al., 2015). But, very limited works (Yu et al., 2015; Daigal et al., 2015) deal with RUL prediction along with FD of HDS. In (Yu et al., 2015; Daigal et al., 2015), HBG technique is utilized for system modelling and FD; however particle filtering/Monte Carlo technique is applied for identification of degradation rate. According to available literatures for HDS, no work is found related to RUL prediction of sequentially occurring multiple faults, where new fault’s symptoms may be masked or compensated by the already existing degradations in other components.