RETRACTED: Active Vibration Control of Robot Gear System Based on Adaptive Control Algorithm (Retracted Article)

被引:1
|
作者
Zhang, Dayu [1 ]
Guan, Cong [2 ]
机构
[1] Gunma Univ, Grad Sch Sci & Technol, 1-5-1 Tenjincho, Kiryu, 3768515, Japan
[2] Nanjing Univ, Sch Artificial Intelligence, Nanjing 210023, Jiangsu, Peoples R China
关键词
TRANSMISSION;
D O I
10.1155/2022/4481296
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
With the aim of solving the errors of gear transmission system in the actual manufacturing process, processing and installation, and solving the the vibration and noise of the gear system caused by the deformation brought about by external excitation such as motor load and actuator, which seriously threaten the safety and stability of unit equipment, a novel active vibration suppression structure of multistage gear system with built-in piezoelectric actuator is designed to generate active control force, and it can be used on the shaft. An active controller is designed and established using FxLMS adaptive algorithm. The results of this method show that by measuring the vibration signal system, the base frequency of the high-speed gear pair is 310 Hz, and the basic frequency of the low-speed gear pair is 192 Hz. I had the adaptation snare go for almost 0.5 seconds, with a difference of 0.52%. Adaptive Trap II reached in 1 second, with a difference of 0.96%. In the active vibration suppression test, the basic frequency of the high-speed gear pair is 804 Hz, and the basic frequency of the low-speed gear connector is 500 Hz. Using the FxLMS adaptive algorithm, it is able to effectively suppress the frequency vibrations of the high-speed dual-gear and low-speed dual-gear coupling systems of multispeed gears. After being controlled by FxLMS algorithm at the second frequency of the high-speed gear, the vibration reduction is about 10 dB at the third frequency of the low-speed gear. The vibration reduction is also approximately 7 dB. This has proved that a new experiment of industrial safety can be used to accelerate the movement of gear vibrations using the FxLMS adaptation algorithm.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] RETRACTED: Study on Adaptive Fuzzy Control Algorithm (Retracted Article)
    Ma, JunTao
    Wang, ChunXia
    [J]. 2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11 : 2015 - 2020
  • [2] RETRACTED: Automatic Intelligent Control System Based on Intelligent Control Algorithm (Retracted Article)
    Huang, Zishan
    [J]. JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2022, 2022
  • [3] RETRACTED: Motion Control Analysis of Tennis Robot Based on Ant Colony Algorithm (Retracted Article)
    Wang, Feng
    Dong, Yujie
    Gao, Haobo
    Wu, Lin
    [J]. JOURNAL OF SENSORS, 2022, 2022
  • [4] RETRACTED: Application of Fuzzy PID Position Control Algorithm in Motion Control System Design of Palletizing Robot (Retracted Article)
    Xu, Junjie
    Xiao, Long
    Lin, Muquan
    Tan, Xiaojing
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2022, 2022
  • [5] RETRACTED: Motion Control and Tracking Control of UAV Based on Adaptive Sensor (Retracted Article)
    Zhao, Xin
    Xu, Zhihui
    Fu, Yifeng
    Xu, Shoupeng
    Xiong, Shasha
    [J]. JOURNAL OF SENSORS, 2023, 2023
  • [6] RETRACTED: The Research of Intelligent Control System of Autonomous Mobile Robot (Retracted Article)
    Sun Jie
    Zhang Jinqiang
    [J]. IEEE: 2009 INTERNATIONAL CONFERENCE ON E-LEARNING, E-BUSINESS, ENTERPRISE INFORMATION SYSTEMS AND E-GOVERNMENT, 2009, : 241 - +
  • [7] RETRACTED: Electronic Controller Automatic Test System Based on Intelligent Control Algorithm (Retracted Article)
    Li, Meiqi
    Gong, Xu
    [J]. JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2022, 2022
  • [8] RETRACTED: Motion Control System of IoT Intelligent Robot Based on Improved ResNet Model (Retracted Article)
    Farisi, Zeyad
    [J]. JOURNAL OF SENSORS, 2023, 2023
  • [9] RETRACTION: Active Vibration Control of Robot Gear System Based on Adaptive Control Algorithm (Retraction of Vol 2022, art no 4481296, 2022)
    Zhang, D.
    Guan, C.
    [J]. JOURNAL OF SENSORS, 2023, 2023
  • [10] RETRACTED: Optimization of Sorting Robot Control System Based on Deep Learning and Machine Vision (Retracted Article)
    Feng, Changyong
    Nie, Guanghua
    Naveed, Quadri Noorulhasan
    Potrich, Erich
    Sankaran, K. Sakthidasan
    Kaur, Arshpreet
    Sammy, F.
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022