Product prediction of fixed-bed coal pyrolysis using a fusion model

Product prediction of fixed-bed coal pyrolysis using a fusion model

Here, a proactively optimized fusion model (FM) for predicting the product yield of coal pyrolysis was developed. Eight coal characteristics (including pyrolysis temperature and proximate and ultimate analyses) were chosen as input parameters. Multiple linear regression (MLR), support vector machine...

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Bibliographic Details
Main Authors: Shiyao Yu, Chuyang Tang, Xinyu Yang, Xinyuan An, Yi Wang
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Arabian Journal of Chemistry
Subjects:
Fusion model
Coal pyrolysis
Prediction
Learning weight
Online Access:http://www.sciencedirect.com/science/article/pii/S1878535223010249

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