The application of single neuron adaptive PID controller in control system of Triaxial and Torsional Shear Apparatus

被引：0
|
作者：
Li, MG [1 ]
Liu, ZD [1 ]
Wang, J [1 ]
Zhang, Q [1 ]
Jiang, HR [1 ]
Du, H [1 ]
机构：
[1] Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China
来源：
ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 2 | 2004年 / 3174卷
关键词：
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：
In this paper, an adaptive single neuron-based PID controller for the Triaxial and Torsional Shear Apparatus is proposed. Considering variations of the control precision, the single neuron adaptive PID controller is used to construct the control system to achieve the adaptive control of triaxial and torsion testing. The single neuron adaptive PID controller using hybrid Supervised-Hebb rule is proposed to tune control parameters. The testing results of actual application show that the single neuron adaptive PID controller makes better improvement in the control precision and robustness of control system.
引用
收藏
页码：163 / 168
页数：6
相关论文
共 50 条
  • [1] Research on control software system for triaxial and torsional shear apparatus
    Li, Mu-Guo
    Wang, Jing
    Zhang, Qun
    Yantu Lixue/Rock and Soil Mechanics, 2006, 27 (06): : 1017 - 1020
  • [2] Research on control software system for triaxial and torsional shear apparatus
    Li Mu-guo
    Wang Jing
    Zhang Qun
    ROCK AND SOIL MECHANICS, 2006, 27 (06) : 1017 - 1020
  • [3] Single neuron adaptive PID controller and its application
    Shu, Diqian
    Feng, Chuandong
    Yin, Yixin
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 1997, 31 (02): : 4 - 7
  • [4] Research on Single Neuron Adaptive PID Controller
    Chen, Xiujia
    Qiu, Hongdi
    MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 826 - +
  • [5] Adaptive PID Controller Based on Single Neuron
    Qiu, Xinyun
    Gao, Yuan
    INTELLIGENT SYSTEM AND APPLIED MATERIAL, PTS 1 AND 2, 2012, 466-467 : 981 - 985
  • [6] Application of single neuron adaptive PID controller during the process of timber drying
    Zhang Dong-yan
    Liu Ya-qiu
    Cao Jun
    Journal of Forestry Research, 2003, 14 (3) : 244 - 248
  • [7] Design and Simulation of Single Neuron Adaptive PID Controller
    徐振宇
    孔维娜
    JournalofMeasurementScienceandInstrumentation, 2011, 2 (02) : 188 - 190
  • [8] Study of neuron adaptive PID controller in a single-zone HVAC system
    Wang, Jiangjiang
    Jing, Youyin
    An, Dawei
    ICICIC 2006: First International Conference on Innovative Computing, Information and Control, Vol 2, Proceedings, 2006, : 142 - 145
  • [9] An adaptive PID neuron network controller for congestion control
    Yu, Li
    Shi, Zibo
    Shu, Yantai
    NEXT-GENERATION COMMUNICATION AND SENSOR NETWORKS 2007, 2007, 6773
  • [10] Application of an Adaptive Controller with a Single Neuron in Control of Multi-motor Synchronous System
    Li Jinmei
    Liu Xingqiao
    Chen chong
    Liu Guohai
    2008 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-5, 2008, : 816 - +
12345