Optimized neural net control using genetic algorithm for intermittent system

被引：0
|
作者：
Li, PK [1 ]
Du, XX [1 ]
Gan, XJ [1 ]
机构：
[1] No Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing 100044, Peoples R China
来源：
2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS | 2002年
关键词：
neural net control; genetic algorithm; intermittent system; realization;
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 PID-like Neural Net control algorithm is developed, and Genetic Algorithm is integrated into for optimizing the learning rates. The dynamic properties for an intermittent. Heating Ventilation Air Conditioning (HVAC) system are analyzed, and MATLAB/Simulink model for Neural Net control algorithm is introduced. The simulation for large delay systems and the industrial intermittent HVAC system application is reported.
引用
收藏
页码：1534 / 1537
页数：4
相关论文
共 50 条
  • [41] Decentralised car traffic control using message propagation optimized with a genetic algorithm
    Kelly, Martin
    Serugendo, Giovanna Di Marzo
    2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, : 744 - 750
  • [42] Optimized Torque Control via Backstepping Using Genetic Algorithm of Induction Motor
    Chaouch, Souad
    Drid, Said
    Abdou, Latifa
    Chrifi-Alaoui, Larbi
    AUTOMATIKA, 2016, 57 (02) : 379 - 386
  • [43] Induction Motor Direct Torque Control Based on multiple neural networks optimized by Genetic Algorithm
    Zou Gan
    Li Tao
    Xiao Renxin
    ADVANCED COMPOSITE MATERIALS, PTS 1-3, 2012, 482-484 : 1985 - +
  • [44] Research on Suspension System based on Genetic Algorithm and Neural Network Control
    Tang, Chuan Yin
    Zhao, Guang Yao
    ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL I, PROCEEDINGS, 2009, : 468 - 471
  • [45] Secondary pendulum control system based on genetic algorithm and neural network
    Li Ye
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 178 - 181
  • [46] Medical Image Segmentation Using Automatic Optimized U-Net Architecture Based on Genetic Algorithm
    Khouy, Mohammed
    Jabrane, Younes
    Ameur, Mustapha
    El Hassani, Amir Hajjam
    JOURNAL OF PERSONALIZED MEDICINE, 2023, 13 (09):
  • [47] Controllable optimized designs of an ideal reactive distillation system using genetic algorithm
    Babu, K. Suresh
    Kumar, M. V. Pavan
    Kaistha, Nitin
    CHEMICAL ENGINEERING SCIENCE, 2009, 64 (23) : 4929 - 4942
  • [48] A Wireless Power Transfer System with Optimized Circuit Parameters using Genetic Algorithm
    Abu Hassan, Mumin
    Hailat, Nayef
    Badawi, Noor
    Hussein, Ala A.
    2017 8TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2017,
  • [49] Optimized intelligent control of a 2-degree of freedom robot for rehabilitation of lower limbs using neural network and genetic algorithm
    Wahab Aminiazar
    Farid Najafi
    Mohammad Ali Nekoui
    Journal of NeuroEngineering and Rehabilitation, 10
  • [50] NONLINEAR FITTING BY USING A NEURAL NET ALGORITHM
    LI, Z
    CHENG, ZN
    XU, L
    LI, TH
    ANALYTICAL CHEMISTRY, 1993, 65 (04) : 393 - 396
12345