Software Design of Motor Control System Based on Neural Network

被引：0
作者：
Zhang, Xin-Hua [1 ]
机构：
[1] Shangqiu Normal Univ, Fac Econ & Management, Shangqiu, Peoples R China
来源：
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING SYSTEMS | 2009年
关键词：
Motor control system; neural network; artificial intelligence;
D O I：
10.1109/ICSPS.2009.215
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：
Along with the development of power electronics and digital technology, motor has attracted great attention of academic circles for its predominant structure, performance and economic indicator and occupied an important place in the field of electric drive in recent years, against the background of continuous increase of demands in various application fields, the study and design of motor control system are the result from the situation as well as the first imperative of people explore in this field. This paper takes DSP as system core and uses artificial neural network control algorithm to design a set of all-digital controlled motor control system software, and uses a modular programming method and control program based on multi-interrupt to improve the efficiency of control software.
引用
收藏
页码：362 / 365
页数：4
相关论文
共 50 条
  • [41] Software Design for the Fault Diagnosis System of ATC Based on Neural Networks
    Liu, Liansheng
    Zhang, Jianfang
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5231 - 5233
  • [42] NEURAL NETWORK BASED CONTROL DESIGN TO EXTENUATE SUBSYNCHRONOUS RESONANCE
    Yousuf, Viqar
    Ahmad, Aijaz
    INTERNATIONAL JOURNAL OF POWER AND ENERGY SYSTEMS, 2020, 40 (02) : 64 - 71
  • [43] Neural network based expert system for induction motor faults detection
    Su H.
    Chong K.T.
    Journal of Mechanical Science and Technology, 2006, 20 (7) : 929 - 940
  • [44] Stator resistance tuning based on a neural network in an indirect rotor field oriented control system of an induction motor
    Vukadinovic, Dinko
    Basic, Mateo
    Kulisic, Ljubomjr
    KNOWLEDGE - BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2008, 5177 : 658 - 665
  • [45] Study on induction motor backstepping control based on neural network flux estimator
    Shen, YX
    Lin, J
    Ji, ZC
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 1945 - 1952
  • [46] A design of fuzzy neural network control with decoupling for ball mill system
    Yang, XY
    Xu, DP
    Li, J
    NEW TECHNOLOGIES FOR AUTOMATION OF METALLURGICAL INDUSTRY 2003, 2004, : 47 - 51
  • [47] Adaptive Speed Estimation of induction motor Based on Neural network Inverse Control
    Aryza, Solly
    Abdalla, Ahmed N.
    Khalidin, Zulkeflee
    Lubis, Zulkarnain
    CEIS 2011, 2011, 15
  • [48] Design and analysis of spectral recognition system based on neural network
    Xiong Yu-hong
    Wen Zhi-yu
    Wang Ming-yan
    Xu Shao-ping
    Wang Wei-li
    Xiao Jian
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2007, 27 (01) : 139 - 142
  • [49] Design of Intelligent Clothing Selection System Based on Neural Network
    Hao, Liu
    Hao, Ma
    PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 1789 - 1792
  • [50] Design of medical equipment system based on neural network algorithm and network feature
    Zhu Renjie
    Ye Chunming
    Fan Lumin
    Chen Wei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (04) : 6815 - 6825
12345