Control of Complex Nonlinear Dynamic Systems with Incremental Deep Learning Neural Networks

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206980 ◽

2020 ◽

Author(s):

Antonio Moran ◽

Masao Nagai

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

Download Full-text

Developing a deep learning estimator to learn nonlinear dynamic systems

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.114 ◽

2020 ◽

Vol 53 (2) ◽

pp. 158-163

Author(s):

Kai Wang ◽

Junghui Chen ◽

Yalin Wang

Keyword(s):

Deep Learning ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

A new method for the control of discrete nonlinear dynamic systems using neural networks

IEEE Transactions on Neural Networks ◽

10.1109/72.822514 ◽

2000 ◽

Vol 11 (1) ◽

pp. 102-112 ◽

Author(s):

O. Adetona ◽

E. Garcia ◽

L.H. Keel

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

Download Full-text

Using self-constructing recurrent fuzzy neural networks for identification of nonlinear dynamic systems

International Journal of Modelling Identification and Control ◽

10.1504/ijmic.2019.10029725 ◽

2019 ◽

Vol 33 (4) ◽

pp. 378

Author(s):

Ye Lin ◽

Hao Fei Meng ◽

Rui Chang Lin ◽

Qinghai Li

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Fuzzy Neural Networks ◽

Nonlinear Dynamic Systems ◽

Download Full-text

Multi-Layer Neural Networks for the Optimal Control of Nonlinear Dynamic Systems

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)54202-0 ◽

1991 ◽

Vol 24 (8) ◽

pp. 393-398 ◽

Author(s):

T. Parisini ◽

R. Zoppoli

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

Download Full-text

Assembling neural networks for modelling of large nonlinear dynamic systems

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339) ◽

10.1109/ijcnn.1999.830795 ◽

2003 ◽

Author(s):

C. Cole ◽

R. Stonier

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems

Download Full-text

Indirect inverse adaptive control based on neural networks using dynamic back propagation for nonlinear dynamic systems

ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196) ◽

10.1109/iscas.2001.921382 ◽

2002 ◽

Author(s):

S. Lesueur ◽

D. Massicotte ◽

P. Sicard

Keyword(s):

Neural Networks ◽

Adaptive Control ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Back Propagation ◽

Nonlinear Dynamic Systems

Download Full-text