Monitoring of Thermoacoustic Combustion Instability via Recurrence Quantification Analysis and Optimized Deep Belief Network

Monitoring of Thermoacoustic Combustion Instability via Recurrence Quantification Analysis and Optimized Deep Belief Network

Thermoacoustic oscillation is indeed a phenomenon characterized by the symmetric coupling of thermal and acoustic waves. This paper introduces a novel approach for monitoring and predicting thermoacoustic combustion instability using a combination of recurrence quantification analysis (RQA) and an o...

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Bibliographic Details
Main Authors: Qingwen Zeng, Chunyan Hu, Jiaxian Sun, Yafeng Shen, Keqiang Miao
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Symmetry
Subjects:
thermoacoustic instability
recurrence quantification analysis
optimized deep belief network
Online Access:https://www.mdpi.com/2073-8994/16/3/266

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https://www.mdpi.com/2073-8994/16/3/266

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