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Data-Based Fault Diagnosis Model Using a Bayesian Causal Analysis Framework
(
World Scientific Publishing Co. Pte Ltd
, 2018 , Article)
This paper provides a comprehensive data-driven diagnosis approach applicable to complex manufacturing industries. The proposed approach is based on the Bayesian network paradigm. Both the implementation of the Bayesian ...
A Dual Particle Filter-Based Fault Diagnosis Scheme for Nonlinear Systems
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Article)
In this paper, a dual estimation methodology is developed for both time-varying parameters and states of a nonlinear stochastic system based on the particle filtering scheme. Our developed methodology is based on a concurrent ...