Research on Manipulator Weighing Based on Flexible Sensors

At present, the weighing manipulator on the market mostly relies on wrist force sensors, although this kind of sensor can achieve basic functions, but the volume is large, and the deformation generated during work will affect the precise positioning of the robotic arm, thereby limiting the flexibility and accuracy of the manipulator. Therefore, in this paper, a robotic weighing system based on flexible sensors is designed to obtain the mass of objects when the manipulator grasps. Firstly, the basic principle of the sensor is analyzed, and the flexible piezoresistive sensor is selected as the tactile sensor in this paper, and it is calibrated. Secondly, a manipulator weighing experimental platform is built, and the manipulator clamps a series of weights of known quality, and records and collects the corresponding average clamping force data points. Finally, the optimal curve and relationship between the clamping force and the mass are fitted, which provides accurate mass estimation ability for the manipulator.

Authors

Institutions

Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/isrimt63979.2024.10875228
Primary Topic
Transport Systems and Technology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on Manipulator Weighing Based on Flexible Sensors

Yulan Wei, Zhen Zhang, Yang Zhang, Bing Li et al.
Transport Systems and Technology
article

Research on Manipulator Weighing Based on Flexible Sensors

Yulan Wei, Zhen Zhang, Yang Zhang, Bing Li, Junfeng Sun, Boyang Zhang
article en

Abstract

At present, the weighing manipulator on the market mostly relies on wrist force sensors, although this kind of sensor can achieve basic functions, but the volume is large, and the deformation generated during work will affect the precise positioning of the robotic arm, thereby limiting the flexibility and accuracy of the manipulator. Therefore, in this paper, a robotic weighing system based on flexible sensors is designed to obtain the mass of objects when the manipulator grasps. Firstly, the basic principle of the sensor is analyzed, and the flexible piezoresistive sensor is selected as the tactile sensor in this paper, and it is calibrated. Secondly, a manipulator weighing experimental platform is built, and the manipulator clamps a series of weights of known quality, and records and collects the corresponding average clamping force data points. Finally, the optimal curve and relationship between the clamping force and the mass are fitted, which provides accurate mass estimation ability for the manipulator.

Huzhou Normal University (CN)
Affordable and clean energy
Openalex Percentile: Top 72%
Transport Systems and Technology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.