Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern
Current studies are focused on the correlation between characteristic features extracted from the laser speckle pattern of machined surfaces and 2D surface roughness parameters. Since milled surfaces are 3D in nature, 3D surface roughness parameters will provide a more accurate representation of the...
| Glavni autori: | , |
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| Format: | Članak |
| Jezik: | English |
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MDPI AG
2022-04-01
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| Serija: | Sensors |
| Teme: | |
| Online pristup: | https://www.mdpi.com/1424-8220/22/8/2842 |
| _version_ | 1827599462503022592 |
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| author | Suganandha Bharathi Jayabarathi Mani Maran Ratnam |
| author_facet | Suganandha Bharathi Jayabarathi Mani Maran Ratnam |
| author_sort | Suganandha Bharathi Jayabarathi |
| collection | DOAJ |
| description | Current studies are focused on the correlation between characteristic features extracted from the laser speckle pattern of machined surfaces and 2D surface roughness parameters. Since milled surfaces are 3D in nature, 3D surface roughness parameters will provide a more accurate representation of the surface. Novelties of this work are: (1) an inexpensive laser pointer, which was used for presentation and was used without any spatial filtering setup for producing the laser speckle pattern; (2) a correlation study, which was conducted between characteristic features extracted from the speckle pattern and 3D surface roughness; and (3) the influence of angle of illumination, lens aperture size (<i>f</i>-number) and shutter speed on the correlation. A highest coefficient of determination of 0.8955 was obtained for the correlation between the gray level co-occurrence matrix descriptor, namely energy, and 3D surface roughness parameter, namely ten-point height S<sub>10z</sub>, at an illumination angle of 45°, <i>f</i>-number of 16 and shutter speed of 1/100 s. |
| first_indexed | 2024-03-09T04:14:29Z |
| format | Article |
| id | doaj.art-dede889ba25241ff9c898a33d58649cf |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-09T04:14:29Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-dede889ba25241ff9c898a33d58649cf2023-12-03T13:56:29ZengMDPI AGSensors1424-82202022-04-01228284210.3390/s22082842Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle PatternSuganandha Bharathi Jayabarathi0Mani Maran Ratnam1Faculty of Engineering and Computer Technology, AIMST University, Semeling, Bedong 08100, Kedah, MalaysiaSchool of Mechanical Engineering, Engineering Campus, Universiti Sains Malaysia, Nibong Tebal 14300, Penang, MalaysiaCurrent studies are focused on the correlation between characteristic features extracted from the laser speckle pattern of machined surfaces and 2D surface roughness parameters. Since milled surfaces are 3D in nature, 3D surface roughness parameters will provide a more accurate representation of the surface. Novelties of this work are: (1) an inexpensive laser pointer, which was used for presentation and was used without any spatial filtering setup for producing the laser speckle pattern; (2) a correlation study, which was conducted between characteristic features extracted from the speckle pattern and 3D surface roughness; and (3) the influence of angle of illumination, lens aperture size (<i>f</i>-number) and shutter speed on the correlation. A highest coefficient of determination of 0.8955 was obtained for the correlation between the gray level co-occurrence matrix descriptor, namely energy, and 3D surface roughness parameter, namely ten-point height S<sub>10z</sub>, at an illumination angle of 45°, <i>f</i>-number of 16 and shutter speed of 1/100 s.https://www.mdpi.com/1424-8220/22/8/2842surface roughnesslaser specklemilled surface |
| spellingShingle | Suganandha Bharathi Jayabarathi Mani Maran Ratnam Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern Sensors surface roughness laser speckle milled surface |
| title | Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern |
| title_full | Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern |
| title_fullStr | Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern |
| title_full_unstemmed | Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern |
| title_short | Correlation Study of 3D Surface Roughness of Milled Surfaces with Laser Speckle Pattern |
| title_sort | correlation study of 3d surface roughness of milled surfaces with laser speckle pattern |
| topic | surface roughness laser speckle milled surface |
| url | https://www.mdpi.com/1424-8220/22/8/2842 |
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