Actuator fault detection for masonry robot manipulator arm with the interval observer

被引:5
|
作者
Zhao, Jinbao [1 ]
Zhang, Ke [1 ]
Hou, Maxiao [1 ,2 ]
Zhang, Hao [1 ,3 ]
Bai, Yunfei [1 ,3 ]
Huang, Yanzheng [1 ,4 ]
Li, Jianan [1 ,4 ]
机构
[1] Shenyang Jianzhu Univ, Sch Mech Engn, 25 Hunnan Middle Rd, Shenyang 110168, Liaoning, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Mech Engn, Xian, Peoples R China
[3] Langfang Kaibo Construct Machinery Technol Corp L, Langfang, Hebei, Peoples R China
[4] Co China Construct Seventh Engn Div Corp Ltd, Zhengzhou, Peoples R China
基金
美国国家科学基金会;
关键词
actuator fault; interval observer; manipulator; masonry robot; TOLERANT CONTROL; DESIGN;
D O I
10.1002/rob.22114
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The main construction method of building wall is artificial masonry, the main problem is that the process is associated with low construction efficiency and poor safety, workers are prone fall from high altitude. The research of automatic masonry robot has become an urgent need. The masonry mechanical arm system is the main executing part of the masonry robot, special attention should be paid to the robot fault. Therefore, it is necessary to establish a suitable model to detect the actuator faults of the manipulator system. In this paper, a dynamic model of manipulator fault is presented and a fault detection scheme of masonry robot manipulator arm is proposed based on the model. The model is simplified by analyzing the state parameters of each joint during robot masonry and the interval observer with more design freedom was designed based on the established mathematical model of actuator faults. In this paper, a joint method for solving S and L matrices is proposed, which avoids the limitation of the traditional method for solving L matrices by two-step. In the presence of external interference, l 1 ${l}_{1}$/H infinity ${H}_{\infty }$ performance are introduced into the generation process of residual interval, and the interval observer has better disturbance robustness and fault sensitivity. Simulation experiments verify that the scheme can effectively detect the actuator fault of the manipulator, and experiments are carried out on a 6-axis manipulator. The experimental results show that when actuator faults occur at joints 2 and 3, the residual rapidly exceeds the threshold range, which proves the effectiveness of the fault detection scheme designed in this paper.
引用
收藏
页码:147 / 160
页数:14
相关论文
共 50 条
  • [21] Multiobjective interval observer via LMI techniques for fault detection
    Ellero, Nicolas
    Gucik-Derigny, David
    Henry, David
    2016 3RD CONFERENCE ON CONTROL AND FAULT-TOLERANT SYSTEMS (SYSTOL), 2016, : 485 - 490
  • [22] Interval Observer Design for Actuator Fault Estimation of Linear Parameter-Varying Systems
    Lamouchi, Rihab
    Raissi, Tarek
    Amairi, Messaoud
    Aoun, Mohamed
    IFAC PAPERSONLINE, 2018, 51 (24): : 1199 - 1204
  • [23] Fault detection and robust fault recovery control for robot manipulators with actuator failures
    Shin, JH
    Lee, JJ
    ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, 1999, : 861 - 866
  • [24] Luenberger observer based sensor and actuator fault detection for chemical reactor
    Unité de Recherche MACS, Ecole Nationale D'Ingénieurs de Gabès, Rue Omar Ibn, Elkhatab, 6029, Tunisia
    不详
    IFAC Proc. Vol. (IFAC-PapersOnline), 1600, PART 1 (566-571): : 566 - 571
  • [25] Fault detection of piezoceramic actuator using non-smooth observer
    Zhou, Zupeng
    Tan, Yonghong
    Dong, Ruili
    INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2015, 47 (04) : 975 - 991
  • [26] Modification of an adaptive observer to improve its performance in actuator fault detection
    Menighed, Kamel
    Yame, Joseph J.
    Aubrun, Christophe
    18TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, 2010, : 75 - 81
  • [27] ROBUST NONLINEAR OBSERVER DESIGN FOR ACTUATOR FAULT DETECTION IN DIESEL ENGINES
    Boulkroune, Boulaid
    Djemili, Issam
    Aitouche, Abdel
    Cocquempot, Vincent
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2013, 23 (03) : 557 - 569
  • [28] Interval estimation of actuator fault by interval analysis
    Zhang, Wenhan
    Wang, Zhenhua
    Shen, Yi
    Guo, Shenghui
    Zhu, Fanglai
    IET CONTROL THEORY AND APPLICATIONS, 2019, 13 (16): : 2717 - 2724
  • [29] Experiments of observer-based fault detection for an industrial robot
    Caccavale, F
    PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 AND 2, 1996, : 480 - 484
  • [30] A neural network based actuator fault detection and diagnostic scheme for a SCARA manipulator
    Jain, AA
    Demetriou, MA
    PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2000, : 297 - 302