Title :
Design of tactile sensor array on electric gripper jaws for wire gripping recognition
Author :
Jui-Yiao Su ; Wen-Ching Ko ; Yan-Chen Liu ; Chang-Ho Liu ; Jwu-Sheng Hu ; Hong-Chi Ku ; Chung-Chun Kung
Author_Institution :
Ind. Technol. Res. Inst., Hsinchu, Taiwan
Abstract :
In this study, we proposed an electric gripper jaw with tactile sensor array for wire harness applications. The tactile sensor is made of piezoresistive material through screen printing technology. The array is fabricated on a flexible film (20mm × 20mm × 250μm) and contains 100 sensor cells (1.3mm × 1.3mm). The pressure range of the tactile sensor is 10 to 580 psi. The sensors were modularized and embedded onto electric gripper jaws to locate and recognize the gripped wires. The fuzzy c-regression models (FCRM) clustering algorithm was applied to deal with ambiguous gripping situations such as multiple or bending wires. Experiment results demonstrated the effectiveness and the feasibility of the presented approach. The overall system is at the same time highly sensitive and robust, cheap to manufacture and can be made to have almost any size and shape for industrial purpose.
Keywords :
fuzzy systems; grippers; piezoresistance; regression analysis; tactile sensors; thick films; wires; electric gripper jaws; flexible film; fuzzy c-regression models clustering algorithm; piezoresistive material; screen printing technology; tactile sensor array; wire gripping recognition; wire harness applications; Arrays; Data acquisition; Grippers; Materials; Tactile sensors; Wires;
Conference_Titel :
Automation Science and Engineering (CASE), 2014 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/CoASE.2014.6899450