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Abstract - This paper proposes a degradation modeling approach for Electro-Optical detection system based on dynamic Bayesian network.
A dynamic Bayesian network constructed from MTF model is developed to enable uncertainty and time-variant description of degradation process, and Gaussian ...
Degradation Modeling and Performance Monitoring of Electro-optical Detection System via Dynamic Bayesian Network ... To read the full-text of this research, you ...
Bibliographic details on Degradation Modeling and Performance Monitoring of Electro-optical Detection System via Dynamic Bayesian Network.
Degradation Modeling and Performance Monitoring of Electro-optical Detection System via Dynamic Bayesian Network. IEEM 2018: 1693-1698. [+][–]. Coauthor network.
This paper uses the concept of a dynamic Bayesian network to build a versatile probabilistic model for diagnosis and prognosis in order to realize the digital ...
In this paper, a Digital Twin model based on nonparametric Bayesian network is constructed, and a real-time model updating strategy is proposed to enhance the ...
Missing: via | Show results with:via
Yu et al. [15] proposed a digital twin model based on nonparametric BN, which was constructed to denote an electro-optical system's dynamic degradation process.
The method incorporates residuals from multiple models using a hybrid dynamic Bayesian network in order to yield a low-cost, complete, diagnostic system.
Missing: Electro- | Show results with:Electro-
This paper proposes a method of constructing a continuous time Bayesian network from a D-matrix, a common matrix representation of a diagnostic model, ...
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