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Surface Roughness Prediction in Ultra-Precision Milling: An Extreme Learning Machine Method with Data Fusion

This paper pioneers the use of the extreme learning machine (ELM) approach for surface roughness prediction in ultra-precision milling, leveraging the excellent fitting ability with small datasets and the fast learning speed of the extreme learning machine method. By providing abundant machining inf...

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Detalles Bibliográficos
Autores principales: Shang, Suiyan, Wang, Chunjin, Liang, Xiaoliang, Cheung, Chi Fai, Zheng, Pai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673044/
https://www.ncbi.nlm.nih.gov/pubmed/38004873
http://dx.doi.org/10.3390/mi14112016