Identification of nonlinear dynamic systems with recurrent neural networks and Kalman filter methods

1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96 ◽

10.1109/iscas.1996.541603 ◽

2002 ◽

Author(s):

S. Straub ◽

D. Schroder

Keyword(s):

Neural Networks ◽

Kalman Filter ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

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Feedback-error learning scheme using recurrent neural networks for nonlinear dynamic systems

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) ◽

10.1109/icnn.1994.374158 ◽

1994 ◽

Author(s):

D.H. Rao ◽

D. Bitner ◽

M.M. Gupta

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Learning Scheme ◽

Feedback Error Learning ◽

Feedback Error ◽

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Internal Model Control using Recurrent Neural Networks for Nonlinear Dynamic Systems

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)36722-8 ◽

2000 ◽

Vol 33 (30) ◽

pp. 7-12

Author(s):

Yan Li ◽

David Powers ◽

Peng Wen

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamic ◽

Internal Model ◽

Internal Model Control ◽

Nonlinear Dynamic Systems ◽

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Identification of linear and nonlinear dynamic systems using recurrent neural networks

Artificial Intelligence in Engineering ◽

10.1016/0954-1810(93)90032-b ◽

1993 ◽

Vol 8 (1) ◽

pp. 67-75 ◽

Author(s):

D.T. Pham ◽

X. Liu

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Linear And Nonlinear

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Modeling of nonlinear dynamic systems via discrete-time recurrent neural networks and variational training algorithm

2004 2nd International IEEE Conference on 'Intelligent Systems'. Proceedings (IEEE Cat. No.04EX791) ◽

10.1109/is.2004.1344645 ◽

2004 ◽

Author(s):

S.V. Minchev ◽

G.I. Venkov

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Training Algorithm

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Discussion of stability on recurrent neural networks for nonlinear dynamic systems

2012 7th International Conference on Computer Science & Education (ICCSE) ◽

10.1109/iccse.2012.6295045 ◽

2012 ◽

Author(s):

Liu Lisang ◽

Peng Xiafu

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

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Actuator and sensor fault diagnosis of nonlinear dynamic systems via genetic neural networks and adaptive parameter estimation technique

Proceedings of the 1998 IEEE International Conference on Control Applications (Cat. No.98CH36104) ◽

10.1109/cca.1998.728424 ◽

2002 ◽

Author(s):

M. Borairi ◽

H. Wang

Keyword(s):

Neural Networks ◽

Parameter Estimation ◽

Fault Diagnosis ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Estimation Technique ◽

Sensor Fault ◽

Adaptive Parameter

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Multivariable adaptive control of unknown nonlinear dynamic systems using neural networks

Proceedings of 1994 33rd IEEE Conference on Decision and Control ◽

10.1109/cdc.1994.411517 ◽

2002 ◽

Author(s):

Dianhui Wang ◽

Tianyou Chai

Keyword(s):

Neural Networks ◽

Adaptive Control ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

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MULTI-LAYER NEURAL NETWORKS FOR THE OPTIMAL CONTROL OF NONLINEAR DYNAMIC SYSTEMS

Design Methods of Control Systems ◽

10.1016/b978-0-08-041902-2.50071-4 ◽

1992 ◽

pp. 393-398

Author(s):

T. Parisini ◽

R. Zoppoli

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

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The identification of nonlinear dynamic systems around operating points using neural networks

IEEE International Symposium on Industrial Electronics. Proceedings. ISIE'98 (Cat. No.98TH8357) ◽

10.1109/isie.1998.707757 ◽

2002 ◽

Author(s):

J.D. Pienaar ◽

C.P. Bodenstein

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Operating Points

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Performance evaluation of extended Kalman filter based state estimation for first order nonlinear dynamic systems

42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475) ◽

10.1109/cdc.2003.1272803 ◽

2004 ◽

Author(s):

Tongyan Zhai ◽

Huawei Ruan ◽

E.E. Yaz ◽

Y.I. Yaz

Keyword(s):

Performance Evaluation ◽

Kalman Filter ◽

State Estimation ◽

Extended Kalman Filter ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

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