Application of Machine Learning in Process Control in Optical Fiber Manufacturing
The current era of big data and IoT has propelled the manufacturing industry to the era of “Industry 4.0”. This thesis presents an approach to manufacturing process control through the use of Machine Learning models in the optical fiber manufacturing industry. Utilizing measured production data from...
Egile nagusia: | Othman, Mohamed |
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Beste egile batzuk: | Anthony, Brian W. |
Formatua: | Thesis |
Argitaratua: |
Massachusetts Institute of Technology
2023
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Sarrera elektronikoa: | https://hdl.handle.net/1721.1/150207 |
Antzeko izenburuak
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nork: Wilmott, P, et al.
Argitaratua: (1992) -
Machine Learning for Modeling and Control of a Packaging
Manufacturing Process
nork: Deshpande, Aniruddha
Argitaratua: (2023) -
Process optimization for manufacturing process using machine learning approach
nork: Wu, Jiaze
Argitaratua: (2022) -
Mass fusion splicing of optical ribbon fiber : manufacturing process development
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Argitaratua: (2014) -
On the use of physics in machine learning for manufacturing process inspection
nork: Barbastathis, George, et al.
Argitaratua: (2024)