Auto-encoder-extreme learning machine model for boiler NOx emission concentration prediction

An automatic encoder (AE) extreme learning machine (ELM)-AE-ELM model is proposed to predict the NOx emission concentration based on the combination of mutual information algorithm (MI), AE, and ELM. First, the importance of practical variables is computed by the MI algorithm, and the mechanism is a...

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Bibliographic Details
Main Authors: Cao, S. (Author), Chai, X. (Author), Li, Y. (Author), Ouyang, T. (Author), Tang, Z. (Author), Wang, S. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2022
Subjects:
Online Access:View Fulltext in Publisher