Nonlinear System Modeling with Invariance to Fourier Transform for Fault Diagnosis: Application to Power Transformers

2017 ◽  
pp. 17-1-17-22
Author(s):  
Gerasimos Rigatos ◽  
Pierluigi Siano
Keyword(s):  
Fourier Transform ◽  
Fault Diagnosis ◽  
Nonlinear System ◽  
System Modeling ◽  
Power Transformers ◽  
Nonlinear System Modeling

Information-Applied Technology with Nonlinear System Modeling Method of Elman Network Based on Particle Swarm Optimization

2014 ◽  
Vol 952 ◽  
pp. 307-310
Author(s):  
Yan Ming Wei ◽  
Hua Ping Li ◽  
Hai Long Gao
Keyword(s):  
Particle Swarm Optimization ◽  
Nonlinear System ◽  
System Modeling ◽  
Particle Swarm ◽  
Pso Algorithm ◽  
Modeling Method ◽  
Elman Network ◽  
Swarm Optimization ◽  
Nonlinear System Modeling ◽  
Fast Training

In order to improve the modeling ability for nonlinear system, an Elman modeling method based on Particle Swarm Optimization (PSO) algorithm is proposed. It uses PSO algorithm to optimize the parameters of Elman network. The simulation result shows that the proposed hybrid method combined Elman with PSO algorithm has a good modeling performance with fast training rate for complex nonlinear system.

Monitoring based nonlinear system modeling of bridge–continuous welded rail interaction

2018 ◽  
Vol 155 ◽  
pp. 25-35 ◽  
Author(s):  
Alfred Strauss ◽  
Saeed Karimi ◽  
Martina Šomodíková ◽  
David Lehký ◽  
Drahomír Novák ◽  
...  
Keyword(s):  
Nonlinear System ◽  
System Modeling ◽  
Nonlinear System Modeling ◽  
Continuous Welded Rail
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