The Measurement of different mechanical components using Machine Vision and digital image processing
Machine vision system is a technology that employs a computing device to inspect, evaluate, and identify still or moving parts. Post the acquisition of the image, it is processed, analysed and measured by various computer software in determining various characteristics. The role of machine vision...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Journal of advanced mechanical sciences
2024-12-01
|
| Series: | Journal of Advanced Mechanical Sciences |
| Subjects: | |
| Online Access: | http://research.jamsjournal.com/index.php/jamsjournal/article/view/65 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1823861385579200512 |
|---|---|
| author | Ram Prakash T M.Rishidev N. Vignesh S.A Vishnu Bahavath |
| author_facet | Ram Prakash T M.Rishidev N. Vignesh S.A Vishnu Bahavath |
| author_sort | Ram Prakash T |
| collection | DOAJ |
| description |
Machine vision system is a technology that employs a computing device to inspect, evaluate, and identify still or moving parts. Post the acquisition of the image, it is processed, analysed and measured by various computer software in determining various characteristics. The role of machine vision in accurately measuring the dimensions of complex parts is inevitable. In this study an attempt has been made to accurately measure the dimensions of the boat shaped structure of the single way tool post which is used in machining process and in measuring the indentation diameter of the specimen used in Brinell Hardness. DMV 001 camera was used, and various lighting intensities and techniques have been employed during the image acquisition. A plethora of sensors and a myriad of lighting has been used to enhance the best possible way to acquire the image. Enumeration of the dimensions is made through MATLAB software. The dimensions of the boat structure were found to be 3.794 cm and of the indentation was found to be 1.8 mm. This study underscores the importance of continued research and development in machine vision systems to fully realize their potential in industrial applications.
|
| format | Article |
| id | doaj-art-2f8bd99e2c5c4a4694e4d6d2bb35f50f |
| institution | Kabale University |
| issn | 2583-3790 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Journal of advanced mechanical sciences |
| record_format | Article |
| series | Journal of Advanced Mechanical Sciences |
| spelling | doaj-art-2f8bd99e2c5c4a4694e4d6d2bb35f50f2025-02-09T18:45:33ZengJournal of advanced mechanical sciencesJournal of Advanced Mechanical Sciences2583-37902024-12-0131The Measurement of different mechanical components using Machine Vision and digital image processingRam Prakash T0M.Rishidev1N. Vignesh2S.A Vishnu Bahavath3Department of Mechanical Engineering,Thiagarajar College of Engineering-Madurai-625015Department of Mechanical Engineering, Thiagarajar College of Engineering,Madurai -625 015, Tamil Nadu, IndiaDepartment of Mechanical Engineering, Thiagarajar College of Engineering,Madurai -625 015, Tamil Nadu, IndiaDepartment of Mechanical Engineering, Thiagarajar College of Engineering,Madurai -625 015, Tamil Nadu, India Machine vision system is a technology that employs a computing device to inspect, evaluate, and identify still or moving parts. Post the acquisition of the image, it is processed, analysed and measured by various computer software in determining various characteristics. The role of machine vision in accurately measuring the dimensions of complex parts is inevitable. In this study an attempt has been made to accurately measure the dimensions of the boat shaped structure of the single way tool post which is used in machining process and in measuring the indentation diameter of the specimen used in Brinell Hardness. DMV 001 camera was used, and various lighting intensities and techniques have been employed during the image acquisition. A plethora of sensors and a myriad of lighting has been used to enhance the best possible way to acquire the image. Enumeration of the dimensions is made through MATLAB software. The dimensions of the boat structure were found to be 3.794 cm and of the indentation was found to be 1.8 mm. This study underscores the importance of continued research and development in machine vision systems to fully realize their potential in industrial applications. http://research.jamsjournal.com/index.php/jamsjournal/article/view/65Machine visionImage acquisitionImage processingBrinell HardnessSingle way tool post |
| spellingShingle | Ram Prakash T M.Rishidev N. Vignesh S.A Vishnu Bahavath The Measurement of different mechanical components using Machine Vision and digital image processing Journal of Advanced Mechanical Sciences Machine vision Image acquisition Image processing Brinell Hardness Single way tool post |
| title | The Measurement of different mechanical components using Machine Vision and digital image processing |
| title_full | The Measurement of different mechanical components using Machine Vision and digital image processing |
| title_fullStr | The Measurement of different mechanical components using Machine Vision and digital image processing |
| title_full_unstemmed | The Measurement of different mechanical components using Machine Vision and digital image processing |
| title_short | The Measurement of different mechanical components using Machine Vision and digital image processing |
| title_sort | measurement of different mechanical components using machine vision and digital image processing |
| topic | Machine vision Image acquisition Image processing Brinell Hardness Single way tool post |
| url | http://research.jamsjournal.com/index.php/jamsjournal/article/view/65 |
| work_keys_str_mv | AT ramprakasht themeasurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT mrishidev themeasurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT nvignesh themeasurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT savishnubahavath themeasurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT ramprakasht measurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT mrishidev measurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT nvignesh measurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing AT savishnubahavath measurementofdifferentmechanicalcomponentsusingmachinevisionanddigitalimageprocessing |