PROPORTIONAL INTEGRAL DERIVATIVE CONTROL BASED ON RESOURCE ALLOCATION NETWORK ALGORITHM

被引：0

作者：

Wang, Qizhi ^{[1
]}

机构：

[1] Univ Huaqiao, Dept Mech Engn & Automat, Quanzhou, Peoples R China

来源：

MECHATRONIC SYSTEMS AND CONTROL | 2024年 / 52卷 / 01期

关键词：

PID; resource allocation network; neural network; learning algorithm; NEURAL-NETWORK; PID CONTROLLER; SYSTEM;

D O I：

10.2316/J.2024.201-0428

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

An improved resource allocation network (RAN)-based online modelling method is proposed. RAN is a hidden layer network whose hidden units are Gaussian radial basis functions. The improved RAN can suppress the interference of the new data on the weights of the previous training links. The influence of initial parameters on the network is thus described and the property values of these parameters and high approximation precision.

引用

页码：58 / 64

页数：7

共 50 条

[21] Proportional-integral-derivative controller parameter optimisation based on improved glowworm swarm optimisation algorithm [J].

Guo X. ;

Yin S.-C. ;

Zhang Y.-W. ;

Li W. .

International Journal of Computing Science and Mathematics, 2020, 11 (03) :278-290

[22] Vibrations control of railway vehicles using decentralized proportional integral derivative controller with flow direction optimization algorithm [J].

Nitish ;

Singh, A. K. .

JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES, 2023, 17 (03) :9637-9655

[23] Comparative Performance Analysis of Slime Mould Algorithm For Efficient Design of Proportional-Integral-Derivative Controller [J].

Izci, Davut ;

Ekinci, Serdar .

ELECTRICA, 2021, 21 (01) :151-159

[24] Proportional-Integral-Derivative Controller Based-Artificial Rabbits Algorithm for Load Frequency Control in Multi-Area Power Systems [J].

El-Sehiemy, Ragab ;

Shaheen, Abdullah ;

Ginidi, Ahmed ;

Al-Gahtani, Saad F. .

FRACTAL AND FRACTIONAL, 2023, 7 (01)

[25] Research on air suspension with novel dampers based on glowworm swarm optimization proportional-integral-derivative algorithm [J].

Xiao, Ping ;

Gao, Hong ;

Shi, Peicheng ;

Niu, Limin .

ADVANCES IN MECHANICAL ENGINEERING, 2018, 10 (08)

[26] Optimal proportional-integral-derivative control of shape memory alloy actuators using genetic algorithm and the Preisach model [J].

Ahn, K. K. ;

Nguyen, B. K. .

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2007, 221 (I4) :531-540

[27] Bumpless transfer proportional-integral-derivative control of switched positive systems [J].

Zhang, Pei ;

Yu, Chao ;

Zhang, Junfeng ;

Lin, Zhiyang .

JOURNAL OF CONTROL AND DECISION, 2025, 12 (04) :538-550

[28] Problems of modelling Proportional-Integral-Derivative controller in automated control systems [J].

Doroshenko, Anna .

21ST INNOVATIVE MANUFACTURING ENGINEERING & ENERGY INTERNATIONAL CONFERENCE - IMANE&E 2017, 2017, 112

[29] A Proportional Integral Derivative (PID) Feedback Control without a Subsidiary Speed Loop [J].

Aboelhassan, M. .

ACTA POLYTECHNICA, 2008, 48 (03) :7-11

[30] Artificial bee colony with predator effect algorithm for proportional integral derivative controller tuning [J].

Singh, Nirbhow Jap ;

Chopra, Vikram ;

Pandey, Sandeep .

JOURNAL OF VIBRATION AND CONTROL, 2024, 30 (23-24) :5287-5297

← 1 2 3 4 5 →