Performance evaluation and prediction of optimal operational conditions for a compact date seeds milling unit using feedforward neural networks

Abstract Date seed grinding remains a significant challenge limiting the utilization of this valuable agricultural by-product." In this study, a compact date seeds grinding unit was designed, tested, and evaluated. The machine has two primary: a pair of toothed cylinders and a hammer mill. The...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Khaled Abdeen Mousa Ali, Changyou Li, Wang Han, Sali Issa, Mohamed Hamdy Eid, Samy F. Mahmoud, Marwa Abd-Elnaby Mohammed
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-02-01
Subjects:	Date seed processing Feedforward neural network Agricultural waste valorization Milling machine design Sustainable resource utilization
Online Access:	https://doi.org/10.1038/s41598-025-87508-4