Internal model control of valve-controlled asymmetric cylinder system based on sectional neural network inverse system

Internal model control of valve-controlled asymmetric cylinder system based on sectional neural network inverse system

In order to improve the control performance of the valve-controlled asymmetric cylinder system with negative overlap, it is proposed that the complex nonlinear system is transformed into a linear system based on the neural network inverse system. The structure of the inverse system is been construct...

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Bibliographic Details
Main Authors: Le Zeng, Jun Yang, Jianping Tan
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:The Journal of Engineering
Subjects:
nonlinear control systems
hydraulic systems
three-term control
control system synthesis
feedback
servomechanisms
electrohydraulic control equipment
linear systems
neurocontrollers
backpropagation
valves
genetic algorithms
laminar flow
turbulence
flow control
negative overlap
sectional inverse system
inverse system model
pseudolinear system
internal model controller
control performance
composite system
internal model control
valve-controlled asymmetric cylinder system
sectional neural network inverse system
complex nonlinear system
linear system
state model
improved back-propagation neural network
servo valves
turbulent flow
proportion-integration-differentiation
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.1096

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.1096

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