Simulation of Networked Control Systems Based on Single Neuron Adaptive PID with Smith Predictor

被引：0

作者：

Zhang, Haitao ^{[1
]}

Hu, Jinbo ^{[1
]}

Wu, Guifang ^{[1
]}

Bu, Wenshao ^{[1
]}

机构：

[1] Henan Univ Sci & Technol, Coll Informat Engn, Luoyang 471023, Peoples R China

来源：

ENGINEERING LETTERS | 2023年 / 31卷 / 01期

关键词：

Networked control systems; Time delay; Single neuron; Smith predictor;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

neuron control system not only has simple structure and strong robustness, but also can adapt to the systems affected by interference. At the same time, Smith predictor is characterized by predicting the dynamic characteristics of time-delay systems. Aimed at the problem of time delay in networked control systems, a kind of controller based on improved single neuron adaptive PID with new Smith predictor is presented. It utilizes the self-learning and self-adaptive ability of single neuron, and Smith predictive compensation characteristics. The network based control for a DC motor is simulated in Matlab. The simulation result shows that the control algorithm based on improved Single Neuron adaptive PID with new Smith predictor can effectively improve the robustness and adaptability of networked control systems.

引用

页码：19 / 19

页数：1

共 50 条

[21] Nonlinear Control for Wireless Networked Control Systems Based on Novel Smith Predictor
Du, Feng
Du, Yukuan
Du, Wencai
Chen, Baodan
ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 4, 2010, : 215 - 219
[22] Networked Control Systems Based on New Smith Predictor and Internal Model Control
Du, Feng
Li, Jinyu
Ren, Jia
Zhang, Yu
Zhou, Hui
Guo, Cheng
PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 1014 - 1019
[23] Networked Control Systems Based on Generalized Predictive Control and Modified Smith Predictor
Du Feng
Qian Qingquan
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 7859 - 7863
[24] Single-neuron PSD adaptive control based-on Smith predictor for the main stream temperature
Qin, ZM
Mang, LY
Gu, JJ
Wang, L
PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 1088 - 1092
[25] New Smith Predictor and BPNN Control for Networked Control Systems
Du Feng
Du Wencai
2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 2, PROCEEDINGS,, 2009, : 600 - 603
[26] Novel Smith Predictor and Fuzzy Control for Networked Control Systems
Du, Wencai
Du, Feng
2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 1, PROCEEDINGS, 2009, : 75 - 78
[27] New Smith Predictor and Nonlinear Control for Networked Control Systems
Du Feng
Du Wencai
Lei Zhi
IMECS 2009: INTERNATIONAL MULTI-CONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2009, : 1184 - +
[28] Networked Control Systems with Nonlinear Control and Novel Smith Predictor
Du, Feng
Du, Wencai
Lei, Zhi
2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 1, PROCEEDINGS, 2009, : 71 - +
[29] A Novel Smith Predictor for Wireless Networked Control Systems
Du, Feng
Du, Wencai
Lei, Zhi
2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 667 - +
[30] Simulation of Gauge control system Based on Single Neuron PID
Xu, Meng
FLUID DYNAMIC AND MECHANICAL & ELECTRICAL CONTROL ENGINEERING, 2012, 233 : 228 - 233

← 1 2 3 4 5 →