AUTONOMOUS CONTROLLER TUNING BY USING A NEURAL NETWORK

被引:0
|
作者
DECANETE, JF
OLLERO, A
DIAZFONDON, M
机构
关键词
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
A back propagation neural network is applied to a non linear self-tuning tracking problem. Adaptive control techniques have proven to be useful only in stabilization of linear systems or some special non-linear systems. The arquitecture here proposed performs as an autonomous controller tuning scheme for a non linear system. The properties of such scheme are studied by simulation of a single degree of freedom manipulator system.
引用
收藏
页码:445 / 452
页数:8
相关论文
共 50 条
  • [41] Neural Network-Based PID Gain Tuning of Chemical Plant Controller
    Abe, Yoshihiro
    Konishi, Masami
    Imai, Jun
    Hasegawa, Ryusaku
    Watanabe, Masanori
    Kamijo, Hiroaki
    ELECTRICAL ENGINEERING IN JAPAN, 2010, 171 (04) : 28 - 36
  • [42] Parallel neural network-based motion controller for autonomous underwater vehicles
    Gan, Y
    Wang, LR
    Wan, L
    Xu, YR
    CHINA OCEAN ENGINEERING, 2005, 19 (03) : 485 - 496
  • [43] Parallel Neural Network-Based Motion Controller for Autonomous Underwater Vehicles
    甘永
    王丽荣
    万磊
    徐玉如
    ChinaOceanEngineering, 2005, (03) : 485 - 496
  • [44] Case Study: Verifying the Safety of an Autonomous Racing Car with a Neural Network Controller
    Ivanov, Radoslav
    Carpenter, Taylor J.
    Weimer, James
    Alur, Rajeev
    Pappas, George J.
    Lee, Insup
    PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON HYBRID SYSTEMS: COMPUTATION AND CONTROL (HSCC2020) (PART OF CPS-IOT WEEK), 2020,
  • [45] An Efficient Neural Network Controller for Autonomous Lane-Keeping Assist System
    Mallik, Debanjan
    Ghosh, Sumana
    PROCEEDINGS OF THE 37TH INTERNATIONAL CONFERENCE ON VLSI DESIGN, VLSID 2024 AND 23RD INTERNATIONAL CONFERENCE ON EMBEDDED SYSTEMS, ES 2024, 2024, : 360 - 365
  • [46] Optimal Tuning of Fractional Order Sliding Mode Controller for PMSM Speed Using Neural Network with Reinforcement Learning
    Zahraoui, Younes
    Zaihidee, Fardila M.
    Kermadi, Mostefa
    Mekhilef, Saad
    Alhamrouni, Ibrahim
    Seyedmahmoudian, Mehdi
    Stojcevski, Alex
    ENERGIES, 2023, 16 (11)
  • [47] Tuning a static var compensator controller over a wide range of load models using an artificial neural network
    Ellithy, KA
    AlAlawi, SM
    ELECTRIC POWER SYSTEMS RESEARCH, 1996, 38 (02) : 97 - 104
  • [48] Remarks on Model Reference Self-Tuning PID Controller using Quantum Neural Network with Qubit Neurons
    Takahashi, Kazuhiko
    Shiotani, Yuka
    Hashimoto, Masafumi
    2013 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR), 2013, : 253 - 257
  • [49] Online Tuning of PID Controller Using a Multilayer Fuzzy Neural Network Design for Quadcopter Attitude Tracking Control
    Park, Daewon
    Le, Tien-Loc
    Quynh, Nguyen Vu
    Long, Ngo Kim
    Hong, Sung Kyung
    FRONTIERS IN NEUROROBOTICS, 2021, 14
  • [50] ONLINE TUNING OF GENETIC BASED PID CONTROLLER IN LFC SYSTEMS USING RBF NEURAL NETWORK AND VSTLF TECHNIQUE
    Monfared, Mohammad
    Danjani, Abbas Molavi
    Abedi, Mehrdad
    NEURAL NETWORK WORLD, 2008, 18 (04) : 309 - 322