Ultra-early prediction of the process parameters of coal chemical production

Most accidents in a chemical process are caused by abnormal or deviations of the process parameters, and the existing research is focused on short-term prediction. When the early warning time is advanced, many false and missing alarms will occur in the system, which will cause certain problems for o...

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Bibliographic Details

Published in:	Heliyon
Main Authors:	Zheng Li, Min Yao, Zhenmin Luo, Qianrui Huang, Tongshuang Liu
Format:	Article
Language:	English
Published:	Elsevier 2024-05-01
Subjects:	Coal chemical industry Process parameters Bidirectional long short-term memory network Loss function Ultra-early prediction
Online Access:	http://www.sciencedirect.com/science/article/pii/S240584402406852X