Real-Time Assembly Support System with Hidden Markov Model and Hybrid Extensions

Real-Time Assembly Support System with Hidden Markov Model and Hybrid Extensions

This paper presents a context-aware adaptive assembly assistance system meant to support factory workers by embedding predictive capabilities. The research is focused on the predictor which suggests the next assembly step. Hidden Markov models are analyzed for this purpose. Several prediction method...

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Bibliographic Details
Main Authors: Arpad Gellert, Stefan-Alexandru Precup, Alexandru Matei, Bogdan-Constantin Pirvu, Constantin-Bala Zamfirescu
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
assembly support systems
hidden Markov models
prediction by partial matching
hybrid prediction
Online Access:https://www.mdpi.com/2227-7390/10/15/2725

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