Puttybot: A sensorized robot for autonomous putty plastering

被引:1
|
作者
Liu, Zhao [1 ,2 ]
Chen, Dayuan [1 ]
Eldosoky, Mahmoud A. [3 ]
Ye, Zefeng [4 ]
Jiang, Xin [1 ,7 ]
Liu, Yunhui [4 ]
Ge, Shuzhi Sam [5 ,6 ]
机构
[1] Harbin Inst Technol, Dept Mech & Automat Engn, Shenzhen, Peoples R China
[2] Peng Cheng Lab, Dept Math & Theories, Shenzhen, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu, Peoples R China
[4] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Shatin, Hong Kong, Peoples R China
[5] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore
[6] Qingdao Univ, Inst Future, Qingdao, Peoples R China
[7] HIT Campus Univ Town Shenzhen, Taoyuan St, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
convolutional neural network; impedance control; interior finishing; plastering robot;
D O I
10.1002/rob.22351
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Plastering is dominated manually, exhibiting low levels of automation and inconsistent finished quality. A comprehensive review of literature indicates that extant plastering robots demonstrate a subpar performance when tasked with rectifying defects in the transition area. The limitations encompass a lack of capacity to independently evaluate the quality of work or perform remedial plastering procedures. To address this issue, this research describes the system design of the Puttybot and a paradigm of plastering to solve the stated problems. The Puttybot consists of a mobile chassis, a lift platform, and a macro/micromanipulator. The force-controlled scraper parameters have been calibrated to dynamically modify their rigidity in response to the applied putty. This strategy utilizes convolutional neural networks to identify plastering defects and executes the plastering operation with force feedback. This paradigm's effectiveness was validated during an autonomous plastering trial wherein a large-scale wall was processed without human involvement.
引用
收藏
页码:1744 / 1764
页数:21
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