Jianqing Peng;Weihao Li;Lin Liu;Wanquan Liu;Yu Han
{"title":"Design, Perceptual Modeling, and Grasping Performance Evaluation of Multibranch Flexible Grippers","authors":"Jianqing Peng;Weihao Li;Lin Liu;Wanquan Liu;Yu Han","doi":"10.1109/TIM.2025.3529055","DOIUrl":null,"url":null,"abstract":"Adaptive grasping (AG) of objects with unknown shapes and contact force sensing during grasping are two critical issues in object grasping. However, most of the current grippers that rely on passive grasping mechanisms do not consider both of these functions at the same time. In this article, we design a multibranch compliant flexible gripper (MBCFG), propose a method for intrinsic force perception and extrinsic deformation measurement without tactile sensor measurement, and finally achieve stable grasping of irregular objects and “force–deformation” sensing in real time. Furthermore, based on the above perceptual model, the envelope degree of grasping and the grasping force constraint model are established, which in turn indicates the evaluation method of grasping quality (GQ). Experimental results show that the flexible gripper (FG) has high sensing accuracy (i.e., its average error is less than 0.78 mm) for the external force applied at the two end nodes, but the error occurs much more when the external force is applied at its middle node (i.e., its average error is about 2.76 mm). In addition, the FG assembled at the end-effector of the robot successfully grasped a variety of objects with different shapes. Besides, the experiments of pick-and-place operation showed that the grasping performance based on “force–deformation” perception was good. Moreover, the fitted envelope curve and the shape curve of the FG also matched very well, which further proved the AG and contact force perception capability of the FG for objects with unknown shapes.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"74 ","pages":"1-18"},"PeriodicalIF":5.6000,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Instrumentation and Measurement","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10896860/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Adaptive grasping (AG) of objects with unknown shapes and contact force sensing during grasping are two critical issues in object grasping. However, most of the current grippers that rely on passive grasping mechanisms do not consider both of these functions at the same time. In this article, we design a multibranch compliant flexible gripper (MBCFG), propose a method for intrinsic force perception and extrinsic deformation measurement without tactile sensor measurement, and finally achieve stable grasping of irregular objects and “force–deformation” sensing in real time. Furthermore, based on the above perceptual model, the envelope degree of grasping and the grasping force constraint model are established, which in turn indicates the evaluation method of grasping quality (GQ). Experimental results show that the flexible gripper (FG) has high sensing accuracy (i.e., its average error is less than 0.78 mm) for the external force applied at the two end nodes, but the error occurs much more when the external force is applied at its middle node (i.e., its average error is about 2.76 mm). In addition, the FG assembled at the end-effector of the robot successfully grasped a variety of objects with different shapes. Besides, the experiments of pick-and-place operation showed that the grasping performance based on “force–deformation” perception was good. Moreover, the fitted envelope curve and the shape curve of the FG also matched very well, which further proved the AG and contact force perception capability of the FG for objects with unknown shapes.
期刊介绍:
Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.