A Type of Directly Self-adaptive PID Controller Based on Neural Network

被引:0
|
作者
Chong, Han [1 ]
机构
[1] Commercial Aircraft Corp China, Jinke Rd 5188, Shanghai, Peoples R China
来源
PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015) | 2016年 / 47卷
关键词
neural network; PID control; nonlinearity; learning algorithm;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A type of directly self-tuning PID controller based on neural network is proposed in this paper. Its main characteristic is that it no longer includes independent PID controller and put neural network and the law of PID controller together. Showing the learning algorithm of this neural network controller and analyzing the stability of this control system. The simulated results prove that this kind of control system is more adaptive and robust.
引用
收藏
页码:1512 / 1515
页数:4
相关论文
共 50 条
  • [21] Design of Neural Network PID Controller Based on E-FRIT and Online Learning
    Kinoshita, Kento
    Ohno, Shuichi
    Wakitani, Shin
    ICAROB 2018: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, 2018, : 334 - 337
  • [22] A self-adaptive multi-output soft sensor modeling based on deep neural network
    Qiu Y.
    Liu Y.
    Wu J.
    Huang D.
    Huagong Xuebao/CIESC Journal, 2018, 69 (07): : 3101 - 3113
  • [23] An intelligent identification method based on self-adaptive mechanism regulated neural network for chemical process
    Xu, Baochang
    Wang, Yaxin
    Meng, Zhuoran
    Chen, Yiqi
    Yin, Shixuan
    JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS, 2024, 155
  • [24] A New PID Neural Network Controller Design for Nonlinear Processes
    Zribi, Ali
    Chtourou, Mohamed
    Djemel, Mohamed
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2018, 27 (04)
  • [25] Neural network-PID controller for roll fin stabilizer
    Ghassemi, Hassan
    Dadmarzi, Fatemeh Hoseini
    Ghadimi, Parviz
    Ommani, Babak
    POLISH MARITIME RESEARCH, 2010, 17 (02) : 23 - 28
  • [26] Model Reference Based Neural Network Adaptive Controller
    Wang Ding-lei
    2008 IEEE INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING WORKSHOP PROCEEDINGS, VOLS 1 AND 2, 2008, : 754 - 756
  • [27] The Lateral Tracking Control for the Intelligent Vehicle Based on Adaptive PID Neural Network
    Han, Gaining
    Fu, Weiping
    Wang, Wen
    Wu, Zongsheng
    SENSORS, 2017, 17 (06):
  • [28] Research on Adaptive Advance Systenn of Hydraulic Support Based on Neural Network PID
    Zhou, Guangxin
    Li, Wei
    Zhang, Liping
    ADVANCED MATERIALS AND ENGINEERING MATERIALS, PTS 1 AND 2, 2012, 457-458 : 758 - 763
  • [29] 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
  • [30] Memristor-Based Neural Network PID Controller for Buck Converter
    Zhu, Song
    Wang, Lidan
    Duan, Shukai
    2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP), 2015, : 36 - 41