A Hybrid CNN–LSTM Algorithm for Online Defect Recognition of CO<sub>2</sub> Welding

At present, realizing high-quality automatic welding through online monitoring is a research focus in engineering applications. In this paper, a CNN&#8315;LSTM algorithm is proposed, which combines the advantages of convolutional neural networks (CNNs) and long short-term memory networks (LSTMs)...

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Bibliographic Details
Main Authors: Tianyuan Liu, Jinsong Bao, Junliang Wang, Yiming Zhang
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Sensors
Subjects:
CNN
Online Access:https://www.mdpi.com/1424-8220/18/12/4369