An Integrated Learning and Filtering Approach for Fault Diagnosis of a Class of Nonlinear Dynamical Systems

Christodoulos Keliris; Marios M. Polycarpou; Thomas Parisini

doi:10.1109/tnnls.2015.2504418

An Integrated Learning and Filtering Approach for Fault Diagnosis of a Class of Nonlinear Dynamical Systems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2504418 ◽

2017 ◽

Vol 28 (4) ◽

pp. 988-1004 ◽

Cited By ~ 14

Author(s):

Christodoulos Keliris ◽

Marios M. Polycarpou ◽

Thomas Parisini

Keyword(s):

Fault Diagnosis ◽

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Integrated Learning ◽

Nonlinear Dynamical ◽

Filtering Approach

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Fault diagnosis in nonlinear dynamical systems based on left invertibility condition: A real-time application to three-tank system

Proceedings of the 2011 American Control Conference ◽

10.1109/acc.2011.5990778 ◽

2011 ◽

Cited By ~ 1

Author(s):

Juan L. Mata-Machuca ◽

Rafael Martinez-Guerra ◽

Jose J. Rincon-Pasaye

Keyword(s):

Fault Diagnosis ◽

Dynamical Systems ◽

Real Time ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Left Invertibility ◽

Tank System ◽

Real Time Application

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On-line fault diagnosis of nonlinear dynamical systems using recurrent neural networks

10.5353/th_b3124238 ◽

2000 ◽

Cited By ~ 1

Author(s):

Ying Wang

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Dynamical Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

On Line

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Noise in Nonlinear Dynamical Systems

10.1017/cbo9780511897825 ◽

1989 ◽

Cited By ~ 9

Keyword(s):

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical

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Control Synthesis for Linear and Nonlinear Dynamical Systems under Bounded Measurement Errors of a State Vector

Journal of Automation and Information Sciences ◽

10.1615/jautomatinfscien.v48.i1.20 ◽

2016 ◽

Vol 48 (1) ◽

pp. 2-14

Author(s):

Vsevolod M. Kuntsevich

Keyword(s):

Dynamical Systems ◽

State Vector ◽

Measurement Errors ◽

Nonlinear Dynamical Systems ◽

Control Synthesis ◽

Nonlinear Dynamical ◽

Linear And Nonlinear

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Discrepancy Driven Adaptive Monte Carlo for Forward Uncertainty Forecasting in Nonlinear Dynamical Systems

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8431731 ◽

2018 ◽

Cited By ~ 2

Author(s):

Chao Yang ◽

Mrinal Kumar

Keyword(s):

Monte Carlo ◽

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Adaptive Monte Carlo

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A Support Vector Regression Approach for Recursive vskip0.2 baselineskip Simultaneous Data Reconciliation and Gross ErrorDetection in Nonlinear Dynamical Systems

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2009.00707 ◽

2009 ◽

Vol 35 (6) ◽

pp. 707-716 ◽

Cited By ~ 3

Author(s):

Yu MIAO ◽

Hong-Ye SU ◽

Jian CHU

Keyword(s):

Dynamical Systems ◽

Support Vector Regression ◽

Nonlinear Dynamical Systems ◽

Data Reconciliation ◽

Support Vector ◽

Nonlinear Dynamical ◽

Regression Approach

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Nonlinear Dynamical Systems in Mechanics and Biology.

10.21236/ada299148 ◽

1995 ◽

Author(s):

Philip Holmes

Keyword(s):

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical

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Reduction of nonlinear dynamical systems excited by random loads

PAMM ◽

10.1002/pamm.201900496 ◽

2019 ◽

Vol 19 (1) ◽

Author(s):

Leo Dostal

Keyword(s):

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Random Loads

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Learning Multiple Nonlinear Dynamical Systems with Side Information

2020 59th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc42340.2020.9304482 ◽

2020 ◽

Author(s):

Naoya Takeishi ◽

Yoshinobu Kawahara

Keyword(s):

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Side Information ◽

Nonlinear Dynamical

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Optimal Auxiliary Functions Method for Nonlinear Dynamical Systems

10.1007/978-3-030-75653-6 ◽

2021 ◽

Author(s):

Vasile Marinca ◽

Nicolae Herisanu ◽

Bogdan Marinca

Keyword(s):

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Auxiliary Functions

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