A Model-Free Continuous Velocity Observer Formulation With Self-Tuning for Mechatronic Systems

被引:4
|
作者
Deniz, Meryem [1 ]
Bayrak, Alper [2 ]
Tatlicioglu, Enver [1 ]
Zergeroglu, Erkan [3 ]
机构
[1] Izmir Inst Technol, Dept Elect & Elect Engn, TR-35430 Izmir, Turkey
[2] Abant Izzet Baysal Univ, Dept Elect & Elect Engn, TR-14280 Bolu, Turkey
[3] Gebze Tech Univ, Dept Comp Engn, TR-41400 Gebze, Kocaeli, Turkey
关键词
UNCERTAIN DYNAMIC-SYSTEMS; MECHANICAL SYSTEMS; OUTPUT-FEEDBACK; ROBOT MANIPULATORS; NONLINEAR-SYSTEMS; STATE OBSERVATION;
D O I
10.1115/1.4038373
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 study, the design of a smooth robust velocity observer for a class of uncertain nonlinear mechatronic systems is presented. The proposed velocity observer does not require a priori knowledge of the upper bounds of the uncertain system dynamics and introduces time-varying observer gains for uncertainty compensation. Practical stability of the velocity observation error is ensured via Lyapunov-type stability analysis. Experimental results obtained from Phantom Omni haptic device are presented to illustrate the performance of the proposed velocity observer.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] A Self Tuning Velocity Observer Formulation for a Class of Nonlinear Systems
    Bidikli, Basis
    Tatlicioglu, Enver
    Zergeroglu, Erkan
    2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 3751 - 3756
  • [2] Model-free MIMO self-tuning controller based on support vector regression for nonlinear systems
    Ucak, Kemal
    Gunel, Gulay Oke
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (22): : 15731 - 15750
  • [3] Model-free MIMO self-tuning controller based on support vector regression for nonlinear systems
    Kemal Uçak
    Gülay Öke Günel
    Neural Computing and Applications, 2021, 33 : 15731 - 15750
  • [4] A neuron model-free controller with fuzzy self-tuning gain for turning processes
    Wang, N
    Zhang, JM
    Wang, SQ
    INTERNATIONAL CONFERENCE ON SENSORS AND CONTROL TECHNIQUES (ICSC 2000), 2000, 4077 : 457 - 460
  • [5] Model-Free Observer for MIMO systems
    Al Younes, Younes
    Noura, Hassan
    Rabhi, Abdelhamid
    El Hajjaji, Ahmed
    2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015), 2015, : 1272 - 1277
  • [6] Model-free incremental neuron controller with fuzzy self-tuning gain and its applications
    Wang, Ning
    Zhang, Jianming
    Wang, Shuqing
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2000, 13 (03): : 305 - 308
  • [7] Self-tuning control systems of decentralised velocity feedback
    Zilletti, Michele
    Elliott, Stephen J.
    Gardonio, Paolo
    JOURNAL OF SOUND AND VIBRATION, 2010, 329 (14) : 2738 - 2750
  • [8] Design of self-tuning controllers for highly non-linear mechatronic systems
    Nassirharand, Amir
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2011, 13 (04) : 291 - 300
  • [9] Model-free control of mechatronic systems based on algebraic estimation
    das Neves, Gabriel Pereira
    Angelico, Bruno Augusto
    ASIAN JOURNAL OF CONTROL, 2022, 24 (04) : 1575 - 1584
  • [10] Self-tuning systems
    Feitelson, DG
    Naaman, M
    IEEE SOFTWARE, 1999, 16 (02) : 52 - +