Increasing mapping based hidden Markov model for dynamic process monitoring and diagnosis

•An increasing mapping based hidden Markov model (IMHMM) is proposed.•Parameter re-estimation formulas are based on increasing mappings.•An IMHMM based expandable process monitoring and fault diagnosis framework.•An index considering serial correlation is used for dynamical process. Hidden Markov mo...

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Veröffentlicht in:	Expert systems with applications 2014-02, Vol.41 (2), p.744-751
Hauptverfasser:	Li, Zefang, Fang, Huajing, Xia, Lisha
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithmics. Computability. Computer arithmetics Algorithms Applied sciences Complexity Computer science control theory systems Control theory. Systems Dynamics Exact sciences and technology Fault diagnosis Hidden Markov model Increasing mapping Independent component analysis Information retrieval. Graph Mapping Mathematical analysis Mathematical models Modelling and identification Monitoring Principal component analysis Process control. Computer integrated manufacturing Process monitoring Theoretical computing
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