<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Aiming at the issues of random delay and delay uncertainty in both the before channel and feedback channel for network control system, the root causes of random delay influence closed-loop control system by case is analysis, and the predictive control method based on neural network to solve the feasibility of existence network random delay in control system closed-loop control has provided. Simulation results show that the method can reflect and predict the delay characteristics of between measurement data represents the network path, and can effectively substitute for the actual network in the design of closed-loop control system based on Internet to research; the method used fast and accurate can be used for online learning network model and forecast the network delay value, provides a new way to remote closed-loop control based on Internet.</p>
</abstract>

Aiming at the issues of random delay and delay uncertainty in both the before channel and feedback channel for network control system, the root causes of random delay influence closed-loop control system by case is analysis, and the predictive control method based on neural network to solve the feasibility of existence network random delay in control system closed-loop control has provided. Simulation results show that the method can reflect and predict the delay characteristics of between measurement data represents the network path, and can effectively substitute for the actual network in the design of closed-loop control system based on Internet to research; the method used fast and accurate can be used for online learning network model and forecast the network delay value, provides a new way to remote closed-loop control based on Internet.

Research of Forecasting Information Time Delays with Nenural Network in Telecontrol System

International Journal of Advanced Network, Monitoring and Controls

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Aiming at the issues of random delay and delay uncertainty in both the before channel and feedback channel for network control system, the root causes of...

Research of Forecasting Information Time Delays with Nenural Network in Telecontrol System

Pubblicato online: 19 apr 2021

Pagine: 1 - 10

DOI: https://doi.org/10.21307/ijanmc-2021-001

Parole chiave
Model Predictive Control, Network Time-Delay, Simulation, Networked Remote Control System, Closed-Loop Control

© 2021 Xu Shuping et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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Research of Forecasting Information Time Delays with Nenural Network in Telecontrol System

Pubblicato online: 19 apr 2021

Pagine: 1 - 10

DOI: https://doi.org/10.21307/ijanmc-2021-001

Parole chiaveModel Predictive Control, Network Time-Delay, Simulation, Networked Remote Control System, Closed-Loop Control

© 2021 Xu Shuping et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

Figure 8.

Parole chiave
Model Predictive Control, Network Time-Delay, Simulation, Networked Remote Control System, Closed-Loop Control