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Autonomous Dispatch of Mobile Robots in Manufacturing Using Convolutional Neural Networks

Material delivery plays a critical role in manufacturing efficiency, with manual retrieval introducing non-value-added (NVA) time and disrupting workflow continuity. Autonomous mobile robots (AMRs) can improve performance by enabling overlap between material transport and productive work, but their...

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Principais autores: Garrett Madison, Grayson Michael Griser, Gage Truelson, Braden Churches, Christopher Lee Colaw, Yildirim Hurmuzlu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-05-01
Serier:Machines
Fag:
autonomous mobile robots
material transport
convolutional neural networks
manufacturing workflows
dispatch optimization
Online adgang:https://www.mdpi.com/2075-1702/14/5/512
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