Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns

Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns

In chemical processes, packed columns are frequently employed in various unit operations. However, the flow rates of gas and liquid in these columns are often constrained by the risk of flooding. To ensure the safe and efficient operation of packed columns, it is crucial to detect flooding in real t...

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Bibliographic Details
Main Authors: Yi Liu, Yuxin Jiang, Zengliang Gao, Kaixin Liu, Yuan Yao
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
flooding detection
non-destructive evaluation
deep learning
convolutional neural network
image processing
classification
Online Access:https://www.mdpi.com/1424-8220/23/5/2658

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