Novel Modularization Design and Intelligent Control of a Multifunctional and Flexible Baby Chair

被引:0
|
作者
Zhang, Chunhong [1 ]
Huang, Shuai [1 ]
Shen, Weifeng [2 ]
Dong, Lin [3 ]
机构
[1] Univ Elect Sci & Technol China, Sch Art & Design, Zhongshan Inst, Zhongshan 528400, Peoples R China
[2] Xiamen City Univ, Coll Bldg Engn, Xiamen 361000, Peoples R China
[3] Peking Univ, Ctr Frontiers Comp Studies, Beijing 100089, Peoples R China
关键词
modularization design; cartesian impedance control; radial basis function neural network; CHILDRENS FURNITURE;
D O I
10.3390/act11070186
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The design and control of baby chairs have attracted great interest due to children's increasing consumption market. As a human-robot interface, the features of baby chairs, such as their flexibility, comfortableness, safety, etc., are important factors that should be considered. Therefore, in this paper, to provide competent assistance to parents in taking care of their children, we propose a novel design and control scheme for improving children's living goods and easing parents' burden. Firstly, a novel modularization design method is introduced to redesign the shape and structure of the baby chair to cater to multifunctional demands. Flexible materials are chosen to adapt to different body shapes for the sake of safety and comfortableness. Moreover, a Cartesian impedance controller enhanced by a radial basis function neural network (RBFNN) is proposed to achieve a safe, smooth and accurate control of the baby chair with children sitting on it in various uncertain situations using integrated actuators. Both target posture control and periodic control of the chair are implemented to meet different practical requirements. The feasibility of both the chair design and its control is verified in the MATLAB simulation environment through reference tracking tasks. The experimental results demonstrate that our controller can achieve satisfactory performance by controlling the position error in a reasonable range and keeping the manipulation stable and smooth. With the increasing demand for baby chairs in the global children's consumption market, we believe that the methodology proposed in this paper will attract more research and industry interest.
引用
收藏
页数:24
相关论文
共 50 条
  • [31] Applying biorthogonal wavelets and a novel QuickLearn algorithm for an intelligent ballistocardographic chair
    Akhbardeh, Alireza
    Junnila, Sakari
    Varri, Alpo
    PROCEEDINGS OF THE 2006 IEEE MOUNTAIN WORKSHOP ON ADAPTIVE AND LEARNING SYSTEMS, 2006, : 42 - +
  • [32] Dual-wavelength multifunctional metadevices based on modularization design by using indium-tin-oxide
    Luan, Jing
    Huang, Lirong
    Ling, Yonghong
    Liu, Wenbing
    Ba, Chunfa
    Li, Shuang
    Min, Li
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [33] Dual-wavelength multifunctional metadevices based on modularization design by using indium-tin-oxide
    Jing Luan
    Lirong Huang
    Yonghong Ling
    Wenbing Liu
    Chunfa Ba
    Shuang Li
    Li Min
    Scientific Reports, 9
  • [34] A novel dynamic control design scheme for flexible-link manipulators
    Gavriloiu, V
    Yurkevich, V
    Khorasani, K
    2005 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), VOLS 1AND 2, 2005, : 595 - 600
  • [35] Study on Flexible Universal Logics Intelligent Control
    Liu, Li
    ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 3, 2010, : 108 - 112
  • [36] An intelligent control model based on the flexible logic
    Liu Li
    He Huacan
    Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 100 - 103
  • [37] Bio-inspired, intelligent flexible sensing skin for multifunctional flying perception
    Xiong, Wennan
    Zhu, Chen
    Guo, Dongliang
    Hou, Chao
    Yang, Zhaoxi
    Xu, Zhangyu
    Qiu, Lei
    Yang, Hua
    Li, Kan
    Huang, YongAn
    NANO ENERGY, 2021, 90
  • [38] TOWARDS INTELLIGENT CONTROL - FLEXIBLE FUZZY CONTROLLERS
    BASTIAN, A
    ADVANCED ROBOTICS, 1995, 9 (01) : 81 - 103
  • [39] Research on Intelligent Control and Protection of Flexible HVDC
    Zhang, Runfeng
    PROCEEDINGS OF 2014 2ND INTERNATIONAL CONFERENCE IN HUMANITIES, SOCIAL SCIENCES AND GLOBAL BUSINESS MANAGEMENT (ISSGBM 2014), VOL 28, 2014, 28 : 369 - 373
  • [40] Intelligent fuzzy control algorithm of flexible spacecraft
    Zhang Henghao
    Tang Qingbo
    Yan Ning
    Chen Chunyan
    Zheng Zhenglu
    CHINESE SPACE SCIENCE AND TECHNOLOGY, 2018, 38 (04) : 36 - 43