An Integration of Neural Network and Shuffled Frog-Leaping Algorithm for CNC Machining Monitoring

An Integration of Neural Network and Shuffled Frog-Leaping Algorithm for CNC Machining Monitoring

This paper addresses Acoustic Emission (AE) from Computer Numerical Control (CNC) machining operations. Experimental measurements are performed on the CNC lathe sensors to provide the power consumption data. To this end, a hybrid methodology based on the integration of an Artificial Neural Network (...

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Bibliographic Details
Main Authors: Goli Alireza, Tirkolaee Erfan Babaee, Weber Gerhard-Wilhelm
Format: Article
Language:English
Published: Sciendo 2021-03-01
Series:Foundations of Computing and Decision Sciences
Subjects:
artificial neural network
shuffled frog-leaping algorithm
simulated annealing
genetic algorithm
cnc machining
multi-sensor data fusion
Online Access:https://doi.org/10.2478/fcds-2021-0003

Internet

https://doi.org/10.2478/fcds-2021-0003

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