Quantitative analysis on the oil content of oilfield wastewater based on a convolutional neural network model and ultraviolet transmission spectroscopy

Oil content (OC) is one of the important evaluation indicators in oilfield wastewater (OW) treatment. The purpose of this study is to realize online real-time detection of OC in OW by combining ultraviolet spectrophotometry with the convolutional neural network (CNN). In this paper, 80 groups of OW...

Full description

Bibliographic Details

Published in:	Water Science and Technology
Main Authors:	Qiushi Wang, Haolin Li, Haiqian Zhao, Xiaoxue Zhang, Müslüm Arıcı, Huaizhi Li
Format:	Article
Language:	English
Published:	IWA Publishing 2023-04-01
Subjects:	cnn deep learning oil content oilfield wastewater uv spectroscopy
Online Access:	http://wst.iwaponline.com/content/87/7/1779