عرض للأخصائي: Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study

Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study

Manufacturing Metrology is a vital aspect of the sophisticated industrial 4.0-based manufacturing industry, as practically everything machined with certain metrological systems has to be measured or inspected. The Internet of Things (IoT) is a critical technology for industry 4.0 development. Furthe...

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المؤلفون الرئيسيون:	Saif, Yazid, Yusof, Yusri, Latif, Kamran, Abdul Kadir, Aini Zuhra, lliyas Ahmed, Maznah, Adam, Anbia, Noor Hatem, Noor Hatem, Memon, Danish Ali
التنسيق:	مقال
منشور في:	Elsevier Ltd 2022
الموضوعات:	TJ Mechanical engineering and machinery
الوصول للمادة أونلاين:	http://eprints.utm.my/103132/ http://dx.doi.org/10.1016/j.measurement.2022.111072
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id	my.utm.103132
record_format	eprints
spelling	my.utm.1031322023-10-17T01:09:17Z http://eprints.utm.my/103132/ Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study Saif, Yazid Yusof, Yusri Latif, Kamran Abdul Kadir, Aini Zuhra lliyas Ahmed, Maznah Adam, Anbia Noor Hatem, Noor Hatem Memon, Danish Ali TJ Mechanical engineering and machinery Manufacturing Metrology is a vital aspect of the sophisticated industrial 4.0-based manufacturing industry, as practically everything machined with certain metrological systems has to be measured or inspected. The Internet of Things (IoT) is a critical technology for industry 4.0 development. Furthermore, modern industrial devices should communicate via local (edge) and cloud computing servers. The Message Queuing Telemetry Transport (MQTT) protocol intends to increase the performance for sending/receiving roundness holes’ data measuring from /to the server-based cloud. An error in its roundness mainly involves the inspection of circular portions. Roundness errors generate assemblies, lubricant distribution, and rotational force creation challenges. This study proposed applying the 3SMVI system and validating the system's by utilising the minimum zone circle tolerance algorithm to provide the precise error value and determine the roundness circle's error between the five circles. Hence, the approach is currently used for measuring the roundness circle error in the camera industry throughout the manufacture of components. The experiment was conducted using the smart system based on interpreted STEP-NC files for machine vision inspection (3SMVI) for non-contact and Coordinate Measuring Machine (CMM) for contact approaches by comparing the results. The Contact Measurement Method (CMM) is one of the most precise and time-consuming ways to inspect a round object for imperfections. The article validates the development of the 3SMVI system based on IoT architecture by utilising image processing technologies to measure errors in the circular roundness that can overcome these difficulties. The findings of both approaches showed a difference between 4.6 µm and 9.6 µm. However, Precession can be enhanced by a high-resolution camera with the right light. Elsevier Ltd 2022-05-31 Article PeerReviewed Saif, Yazid and Yusof, Yusri and Latif, Kamran and Abdul Kadir, Aini Zuhra and lliyas Ahmed, Maznah and Adam, Anbia and Noor Hatem, Noor Hatem and Memon, Danish Ali (2022) Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study. Measurement: Journal of the International Measurement Confederation, 195 (NA). pp. 1-14. ISSN 0263-2241 http://dx.doi.org/10.1016/j.measurement.2022.111072 DOI:10.1016/j.measurement.2022.111072
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Saif, Yazid Yusof, Yusri Latif, Kamran Abdul Kadir, Aini Zuhra lliyas Ahmed, Maznah Adam, Anbia Noor Hatem, Noor Hatem Memon, Danish Ali Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study
description	Manufacturing Metrology is a vital aspect of the sophisticated industrial 4.0-based manufacturing industry, as practically everything machined with certain metrological systems has to be measured or inspected. The Internet of Things (IoT) is a critical technology for industry 4.0 development. Furthermore, modern industrial devices should communicate via local (edge) and cloud computing servers. The Message Queuing Telemetry Transport (MQTT) protocol intends to increase the performance for sending/receiving roundness holes’ data measuring from /to the server-based cloud. An error in its roundness mainly involves the inspection of circular portions. Roundness errors generate assemblies, lubricant distribution, and rotational force creation challenges. This study proposed applying the 3SMVI system and validating the system's by utilising the minimum zone circle tolerance algorithm to provide the precise error value and determine the roundness circle's error between the five circles. Hence, the approach is currently used for measuring the roundness circle error in the camera industry throughout the manufacture of components. The experiment was conducted using the smart system based on interpreted STEP-NC files for machine vision inspection (3SMVI) for non-contact and Coordinate Measuring Machine (CMM) for contact approaches by comparing the results. The Contact Measurement Method (CMM) is one of the most precise and time-consuming ways to inspect a round object for imperfections. The article validates the development of the 3SMVI system based on IoT architecture by utilising image processing technologies to measure errors in the circular roundness that can overcome these difficulties. The findings of both approaches showed a difference between 4.6 µm and 9.6 µm. However, Precession can be enhanced by a high-resolution camera with the right light.
format	Article
author	Saif, Yazid Yusof, Yusri Latif, Kamran Abdul Kadir, Aini Zuhra lliyas Ahmed, Maznah Adam, Anbia Noor Hatem, Noor Hatem Memon, Danish Ali
author_facet	Saif, Yazid Yusof, Yusri Latif, Kamran Abdul Kadir, Aini Zuhra lliyas Ahmed, Maznah Adam, Anbia Noor Hatem, Noor Hatem Memon, Danish Ali
author_sort	Saif, Yazid
title	Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study
title_short	Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study
title_full	Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study
title_fullStr	Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study
title_full_unstemmed	Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study
title_sort	roundness holes’ measurement for milled workpiece using machine vision inspection system based on iot structure: a case study
publisher	Elsevier Ltd
publishDate	2022
url	http://eprints.utm.my/103132/ http://dx.doi.org/10.1016/j.measurement.2022.111072
_version_	1781777650444926976
score	13.251813

Roundness Holes’ Measurement for milled workpiece using machine vision inspection system based on IoT structure: a case study

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