A System Combining Force and Vision Sensing for Automated Screw Removal on Laptops

被引:25
|
作者
DiFilippo, Nicholas M. [1 ]
Jouaneh, Musa K. [1 ]
机构
[1] Univ Rhode Isl, Dept Mech Engn, Kingston, RI 02881 USA
关键词
Automated disassembly; computer vision; disassembly tooling; electronic waste (e-waste); robotic disassembly; COGNITIVE ROBOTICS; TOOL; RESISTORS; SEQUENCE; DESIGN;
D O I
10.1109/TASE.2017.2679720
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This brief investigates the performance of an automated robotic system, which uses a combination of vision and force sensing to remove screws from the back of laptops. This robotic system uses two webcams, one that is fixed over the robot and the other mounted on the robot, as well as a sensor-equipped (SE) screwdriver. Experimental studies were conducted to test the performance of the SE screwdriver and vision system. The parameters that were varied included the internal brightness settings on the webcams, the method in which the workspace was illuminated, and color of the laptop case. A localized light source and higher brightness setting as the laptop's case became darker produced the best results. In this brief, the SE screwdriver was able to successfully remove 96.5% of the screws.
引用
收藏
页码:887 / 895
页数:9
相关论文
共 50 条
  • [21] Machine Vision to Lane Departure Sensing System for Urban Traffic
    Leng, Yu-Chi
    Tai, Chung-Li
    Chen, Chieh-Li
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2016, 37 (03): : 201 - 211
  • [22] Automated System for Assessing Human Pupil Behavior based on Computer Vision
    Silva, Cleyton Rafael G.
    Goncalves, Cristhiane
    Camilo, Eduardo N. R.
    Laureano, Gustavo Teodoro
    Siqueira, Joyce
    dos Santos, Fabio Boaretti
    da Costa, Ronaldo Martins
    AMCIS 2017 PROCEEDINGS, 2017,
  • [23] A Distributed Computer Machine Vision System for Automated Inspection and Grading of Fruits
    Yogitha, S.
    Sakthivel, P.
    2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE), 2014,
  • [24] Automated Design of a Computer Vision System for Visual Food Quality Evaluation
    Mery, Domingo
    Pedreschi, Franco
    Soto, Alvaro
    FOOD AND BIOPROCESS TECHNOLOGY, 2013, 6 (08) : 2093 - 2108
  • [25] Automated Design of a Computer Vision System for Visual Food Quality Evaluation
    Domingo Mery
    Franco Pedreschi
    Alvaro Soto
    Food and Bioprocess Technology, 2013, 6 : 2093 - 2108
  • [26] Automated Student Review System with Computer Vision and Convolutional Neural Network
    Siam, Sadman Chowdhury
    Faisal, Abrar
    Mahrab, Niazi
    Haque, Akm Bahalul
    Suvon, Md Naimul Islam
    2021 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, AND INTELLIGENT SYSTEMS (ICCCIS), 2021, : 493 - 497
  • [27] DEVELOPMENT OF REFLECTION REMOVAL METHODS FOR AUTOMATED BACTERIAL COLONY COUNTING USING COMPUTER VISION TECHNOLOGIES
    Suponenkovs, Artjoms
    Bliznuks, Dmitrijs
    Tarvids, Roberts
    Lihachev, Alexey
    BIOMEDICAL SPECTROSCOPY, MICROSCOPY, AND IMAGING III, 2024, 13006
  • [28] Combining Stereo Vision and Inertial Navigation System for a Quad-Rotor UAV
    Luis Rodolfo García Carrillo
    Alejandro Enrique Dzul López
    Rogelio Lozano
    Claude Pégard
    Journal of Intelligent & Robotic Systems, 2012, 65 : 373 - 387
  • [29] Automated Sewing System Enabled by Machine Vision for Smart Garment Manufacturing
    Ku, Subyeong
    Choi, HyunWoong
    Kim, Ho-Young
    Park, Yong-Lae
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (09) : 5680 - 5687
  • [30] Combining Stereo Vision and Inertial Navigation System for a Quad-Rotor UAV
    Carrillo, Luis Rodolfo Garcia
    Dzul Lopez, Alejandro Enrique
    Lozano, Rogelio
    Pegard, Claude
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2012, 65 (1-4) : 373 - 387