Algorithms of constructing a neural network model for a dynamic object of control and adjustment of PID controller parameters

被引：0
|
作者：
Emaletdinova Y.L. [1 ]
Tsaregorodtseva E.D. [1 ]
机构：
[1] Tupolev Kazan National Research Technical University, Kazan
来源：
Russian Aeronautics (Iz VUZ) | 2013年 / 56卷 / 3期
关键词：
dynamic object of control; genetic algorithm; neural network emulator; PID controller;
D O I：
10.3103/S1068799813030069
中图分类号：
学科分类号：
摘要：
The paper presents an algorithm for constructing a neural network model for a dynamic object of control based on the data sample obtained as a result of the object operation. The algorithm being considered applies a neural network approach and a genetic algorithm. An algorithm is presented for determining a domain of possible values for a proportional-integral-derivative controller (PID controller) based on application created neural network model of the controlled object. © 2013 Allerton Press, Inc.
引用
收藏
页码：247 / 256
页数：9
相关论文
共 50 条
  • [1] Research on the Application of PID Control with Neural Network and Parameter Adjustment Method of PID Controller
    Liu, Jiayu
    Pan, Wei
    Qu, RuoPeng
    Xu, Meng
    PROCEEDINGS OF 2018 THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ARTIFICIAL INTELLIGENCE (CSAI 2018) / 2018 THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND MULTIMEDIA TECHNOLOGY (ICIMT 2018), 2018, : 72 - 76
  • [2] Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller
    Li, Xiaojuan
    Duan, Shukai
    Wang, Lidan
    Huang, Tingwen
    Chen, Yiran
    ADVANCES IN NEURAL NETWORKS - ISNN 2014, 2014, 8866 : 150 - 158
  • [3] The Study of Neural Network PID Controller Based on Genetic Algorithms
    Wu, Junli
    Li, Jianhui
    2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL III, 2010, : 200 - 202
  • [4] Calculation of PID controller parameters by using a fuzzy neural network
    Lee, CH
    Teng, CC
    ISA TRANSACTIONS, 2003, 42 (03) : 391 - 400
  • [5] A PID neural network controller
    Yu, YQ
    Huang, Y
    Zeng, B
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 1933 - 1938
  • [6] Study of fuzzy adjustment of PID control parameters in dynamic process
    Zhang, Shou-yuan
    Li, Li-hong
    Kuangye Gongcheng/Mining and Metallurgical Engineering, 2000, 20 (02): : 22 - 24
  • [7] ADJUSTMENT OF PID CONTROL PARAMETERS
    DIRUSCIO, D
    MODELING IDENTIFICATION AND CONTROL, 1992, 13 (04) : 189 - 197
  • [8] To tune the dynamic parameters of neural PID controller by the intelligent learning algorithm
    Yu Yongquan
    Huang Ying
    Zeng Tao
    2005 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATIONS, VOLS 1-4, CONFERENCE PROCEEDINGS, 2005, : 1521 - 1526
  • [9] Application of Neural Network PID Controller to Elevator Control System
    Li Chunwen
    Cao Lingzhi
    Zhang Aifang
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 71 - 74
  • [10] A Heading Control Strategy Based On Neural Network PID Controller
    Zhao, Qin
    Zhang, Huajun
    Cheng, Zihui
    PROCEEDINGS OF THE 32ND 2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2020), 2020, : 940 - 944
12345