Data driven reduced modeling for fluidized bed with immersed tubes based on PCA and Bi-LSTM neural networks

Author:

Fang Jiabin,Cu Wenkai,Liu Huang,Zhang Huixin,Liu Hanqing,Wei Jinjia,Ma Xiang,Zheng Nan

Publisher

Elsevier BV

Subject

General Chemical Engineering,General Materials Science

Reference47 articles.

1. A novel methodology for simulating vibrated fluidized beds using two-fluid models;Acosta-Iborra;Chemical Engineering Journal,2012

2. Analytical review of fluid-dynamic and thermal modeling aspects of fluidized beds for energy conversion devices;Alagha;International Journal of Heat and Mass Transfer,2020

3. A fluid mechanical description of fluided beds;Anderson;Industrial & Engineering Chemistry Fundamentals,1967

4. Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis;Bellemans;Computers & Chemical Engineering,2018

5. The mathematical theory of non-uniform gases: An account of the kinetic theory of viscosity, thermal conduction and diffusion in gases;Chapman,1990

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