… -unit RUL prediction under hard failure, based … predicted can be obtained. A two-stage
approach, containing an offline modeling stage based on the database and an online prediction …

… The output failure rate prediction is developed within a … with the specific component failure
mode progression. By … accurate failure rate predictions are possible throughout the life …

… Note that in this paper, the soft failure threshold γ and the hard failure critical threshold ζ …
hard failure processes, but do not necessarily have the same contribution on soft and hard failure…

… life (RUL) prediction of dependent competing failure processes (DCFP). The DCFP considered
comprises of soft failure processes due to degradation and hard failure … and predict the …

… To demonstrate the practical usefulness, this method was also applied on a real-life … failure
prediction method, which can predict the impending failures of HDDs with high prediction …

… EH) in the joint model framework for modeling hard failures. The EH has a more general form
and … In this article, the modeling and RUL prediction for hard failures will be investigated, by …

… of the remaining life of the HDD. In this paper, we propose a failure prediction method using
… The proposed method, named Bayesian network based Method for Failure prediction in …

… drives and allocate system resources according to failure urgency and the remaining life
time, so that we can balance the quality of user services and data migration. In a multiple …

… two hard drive failure prediction models based on Decision Trees (DTs) and Gradient Boosted
Regression Trees (GBRTs) which perform well in prediction … over 93% of failures at a false …

… failure of the entire system, significant efforts have been made to monitor system behavior
and try to predict the end of useful life … life presents significant challenge to early prediction of …