THE DESIGN AND TESTING OF A NEURAL CONTROLLER BASED ON ARTIFICIAL NEURAL NETWORK THEORY USING LABVIEW FACILITIES

被引:0
|
作者
Alshareefi, Hamid [1 ]
Lupu, Ciprian [1 ]
Ismail, Laith [1 ]
Lich Duc Luu [1 ]
机构
[1] Univ Politehn Bucuresti, Fac Automat Control & Comp, Bucharest, Romania
关键词
neural network; feedforward; backpropagation; real-time; position control; LabVIEW;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents the design and software solution for the neural controller based on the artificial intelligence theories, the neural networks. Real-time implementation and experimental study performed on the position control system with demonstrating the calculations of feedforward and backpropagation algorithms for the neural controller as well as the front panel design of the main control program using the graphic image software LabVIEW.
引用
收藏
页码:35 / 46
页数:12
相关论文
共 50 条
  • [41] Controller design of networked control system using neural network
    Sun, ZY
    Hou, CZ
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1740 - 1742
  • [42] Solar thermal aquaculture system controller based on artificial neural network
    Atia, A. Doaa M.
    Fahmy, Faten H.
    Ahmed, Ninet M.
    Dorrah, Hassen T.
    World Academy of Science, Engineering and Technology, 2011, 73 : 378 - 384
  • [43] Artificial Neural Network based Controller for Active Power Line Conditioner
    Kiran, U. Raja
    Rao, D. V.
    Tiwari, Sachin
    Jain, S.
    2014 IEEE STUDENTS' CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER SCIENCE (SCEECS), 2014,
  • [44] Design and implementation of industrial neural network controller using backstepping
    Kuljaca, O
    Swamy, N
    Lewis, FL
    Kwan, CM
    PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 2709 - 2714
  • [45] The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm
    Lu, Wei
    Yang, Jianhua
    Liu, Xiaodong
    JOURNAL OF COMPUTERS, 2012, 7 (10) : 2368 - 2375
  • [46] Evolution of an artificial neural network based autonomous land vehicle controller
    Baluja, S
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (03): : 450 - 463
  • [47] Residential Solar Photovoltaic System With Artificial Neural Network Based Controller
    Lakshmi, Jyothy P. N.
    Sindhu, M. R.
    2018 INTERNATIONAL CONFERENCE ON CONTROL, POWER, COMMUNICATION AND COMPUTING TECHNOLOGIES (ICCPCCT), 2018, : 416 - 420
  • [48] Fault tolerant design and reliability evaluation method for artificial neural network controller
    Zhang, Tao
    Hu, Dongcheng
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 1999, 27 (02): : 4 - 7
  • [49] Design and analysis of functional link artificial neural network controller for shunt compensation
    Arora, Ankita
    Singh, Alka
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2019, 13 (11) : 2280 - 2289
  • [50] Design and Application of Decoupled Controller Based on the BP Neural Network
    Cui Baoxia
    Sun Deyuan
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 3057 - 3061