Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence
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Published By Springer International Publishing

9783319015460, 9783319015477

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MLP in Robust Fault Detection of Static Non-linear Systems

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_4 ◽

2014 ◽

pp. 69-92

Author(s):

Marcin Mrugalski

Keyword(s):

Fault Detection ◽

Linear Systems ◽

Robust Fault Detection ◽

Non Linear Systems

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Conclusions and Future Research Directions

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_7 ◽

2014 ◽

pp. 165-167

Author(s):

Marcin Mrugalski

Keyword(s):

Future Research ◽

Research Directions ◽

Future Research Directions

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Introduction

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_1 ◽

2014 ◽

pp. 1-7

Author(s):

Marcin Mrugalski

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State-Space GMDH Networks for Actuator Robust FDI

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_6 ◽

2014 ◽

pp. 125-163

Author(s):

Marcin Mrugalski

Keyword(s):

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Estimation Methods in Training of ANNs for Robust Fault Diagnosis

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_3 ◽

2014 ◽

pp. 47-68

Author(s):

Marcin Mrugalski

Keyword(s):

Fault Diagnosis ◽

Estimation Methods

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GMDH Networks in Robust Fault Detection of Dynamic Non-linear Systems

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_5 ◽

2014 ◽

pp. 93-124

Author(s):

Marcin Mrugalski

Keyword(s):

Fault Detection ◽

Linear Systems ◽

Robust Fault Detection ◽

Non Linear Systems

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Designing of Dynamic Neural Networks

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis - Studies in Computational Intelligence ◽

10.1007/978-3-319-01547-7_2 ◽

2014 ◽

pp. 9-46 ◽

Author(s):

Marcin Mrugalski

Keyword(s):

Neural Networks ◽

Dynamic Neural Networks

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