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Radial Basis Function Neural Network in Vibration Control of Civil Engineering Structure

Jing Lu

Jing Lu

School of Information and Architectural Engineering, Anhui Open UniversityHefei, China
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Lu, Jing
, 
Qinyuan Chen

Qinyuan Chen

School of Information and Architectural Engineering, Anhui Open UniversityHefei, China
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Chen, Qinyuan
 et 
Hamdy Mohamed

Hamdy Mohamed

College of Engineering, Applied Science UniversityBahrain
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Mohamed, Hamdy
  
06 juin 2023
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Publié en ligne: 06 juin 2023
Pages: 347 - 356
Reçu: 28 janv. 2022
Accepté: 17 mars 2022
DOI: https://doi.org/10.2478/amns.2022.2.00016
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© 2023 Jing Lu et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1

Hierarchical distributed control system
Hierarchical distributed control system

Figure 2

RBF neural network structure
RBF neural network structure

Figure 3

DE optimization flowchart
DE optimization flowchart

Figure 4

Simplified structure model diagram and schematic diagram of structure hierarchical decentralized control
Simplified structure model diagram and schematic diagram of structure hierarchical decentralized control

Figure 5

Convergence curve of the objective function
Convergence curve of the objective function

Figure 6

Optimization process of controller parameters
Optimization process of controller parameters

Figure 7

Time history of displacement between bottom layers and time history of top actuator control force
Time history of displacement between bottom layers and time history of top actuator control force

Figure 8

The maximum displacement angle and maximum absolute acceleration of the structure
The maximum displacement angle and maximum absolute acceleration of the structure
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Sujets de la revue:
Sciences de la vie, Sciences de la vie, autres, Mathématiques, Mathématiques appliquées, Mathématiques générales, Physique, Physique, autres
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