Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications

Surface finishing, as the final stage in the manufacturing pipeline, is a key process in determining the quality and life span of a product. Such a task is characterized by low contact forces and minimal material removal from the object surface. Despite the advancements in machine learning and artif...

Full description

Saved in:
Bibliographic Details
Main Authors: Kana, Sreekanth, Lakshminarayanan, Srinivasan, Mohan, Dhanya Menoth, Campolo, Domenico
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/160490
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-160490
record_format dspace
spelling sg-ntu-dr.10356-1604902022-07-25T06:52:49Z Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications Kana, Sreekanth Lakshminarayanan, Srinivasan Mohan, Dhanya Menoth Campolo, Domenico School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering::Robots Impedance Control Edge Polishing Surface finishing, as the final stage in the manufacturing pipeline, is a key process in determining the quality and life span of a product. Such a task is characterized by low contact forces and minimal material removal from the object surface. Despite the advancements in machine learning and artificial intelligence, human workforce is still irreplaceable in performing such tasks due to superior dexterity and adaptability, but this is often prone to risks such as hand-arm vibration syndrome due to hand-held tools. Therefore, we propose a collaborative approach to assist the human in carrying out such tasks with the help of two case studies: Human–Robot-Collaborative edge chamfering and polishing tasks, based on an impedance controlled collaborative curve tracing technique. We propose a collaborative framework, where the robot assists an operator to guide the end-effector/tool along a pre-defined parametric curve. The algorithm is demonstrated in two scenarios. In the first case, we address a collaborative chamfering task whereas the second case focuses on a polishing application (for straight edges). For these kinds of tasks, the curve to be traced assumes the shape of a straight line along the edge. We make use of the compliant feature of a cobot, which allows the user to physically guide the robot in the task space, to generate a mathematical model for the tool path. From the end-user perspective, this is more intuitive than the classical programming-based path planning approaches. In the process of machining, to enhance the path tracking accuracy and to ensure constant tool-surface contact, we implement guidance virtual fixtures through impedance control. As a result, the machining error is reduced. Nanyang Technological University National Research Foundation (NRF) This project was conducted within the Rolls-Royce@NTU Corporate Lab with support from the National Research Foundation (NRF) Singapore under the Corp Lab@University Scheme. 2022-07-25T06:52:48Z 2022-07-25T06:52:48Z 2021 Journal Article Kana, S., Lakshminarayanan, S., Mohan, D. M. & Campolo, D. (2021). Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications. Robotics and Computer-Integrated Manufacturing, 72, 102199-. https://dx.doi.org/10.1016/j.rcim.2021.102199 0736-5845 https://hdl.handle.net/10356/160490 10.1016/j.rcim.2021.102199 2-s2.0-85107923236 72 102199 en Robotics and Computer-Integrated Manufacturing © 2021 Elsevier Ltd. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering::Robots
Impedance Control
Edge Polishing
spellingShingle Engineering::Mechanical engineering::Robots
Impedance Control
Edge Polishing
Kana, Sreekanth
Lakshminarayanan, Srinivasan
Mohan, Dhanya Menoth
Campolo, Domenico
Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
description Surface finishing, as the final stage in the manufacturing pipeline, is a key process in determining the quality and life span of a product. Such a task is characterized by low contact forces and minimal material removal from the object surface. Despite the advancements in machine learning and artificial intelligence, human workforce is still irreplaceable in performing such tasks due to superior dexterity and adaptability, but this is often prone to risks such as hand-arm vibration syndrome due to hand-held tools. Therefore, we propose a collaborative approach to assist the human in carrying out such tasks with the help of two case studies: Human–Robot-Collaborative edge chamfering and polishing tasks, based on an impedance controlled collaborative curve tracing technique. We propose a collaborative framework, where the robot assists an operator to guide the end-effector/tool along a pre-defined parametric curve. The algorithm is demonstrated in two scenarios. In the first case, we address a collaborative chamfering task whereas the second case focuses on a polishing application (for straight edges). For these kinds of tasks, the curve to be traced assumes the shape of a straight line along the edge. We make use of the compliant feature of a cobot, which allows the user to physically guide the robot in the task space, to generate a mathematical model for the tool path. From the end-user perspective, this is more intuitive than the classical programming-based path planning approaches. In the process of machining, to enhance the path tracking accuracy and to ensure constant tool-surface contact, we implement guidance virtual fixtures through impedance control. As a result, the machining error is reduced.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Kana, Sreekanth
Lakshminarayanan, Srinivasan
Mohan, Dhanya Menoth
Campolo, Domenico
format Article
author Kana, Sreekanth
Lakshminarayanan, Srinivasan
Mohan, Dhanya Menoth
Campolo, Domenico
author_sort Kana, Sreekanth
title Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
title_short Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
title_full Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
title_fullStr Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
title_full_unstemmed Impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
title_sort impedance controlled human–robot collaborative tooling for edge chamfering and polishing applications
publishDate 2022
url https://hdl.handle.net/10356/160490
_version_ 1739837469321330688