Sequence-based Process Modeling of Fluidized Bed Biomass Gasification

2015 ◽  
Vol 3 (11) ◽  
pp. 2640-2651 ◽  
Author(s):  
Hamid Asadi-Saghandi ◽  
Amir Sheikhi ◽  
Rahmat Sotudeh-Gharebagh
Keyword(s):  
Fluidized Bed ◽  
Process Modeling ◽  
Biomass Gasification

scholarly journals Hydrogen Production by Fluidized Bed Reactors: A Quantitative Perspective Using the Supervised Machine Learning Approach

J ◽  
2021 ◽  
Vol 4 (3) ◽  
pp. 266-287
Author(s):  
Zheng Lian ◽  
Yixiao Wang ◽  
Xiyue Zhang ◽  
Abubakar Yusuf ◽  
Lord Famiyeh ◽  
...  
Keyword(s):  
Machine Learning ◽  
Hydrogen Production ◽  
Fluidized Bed ◽  
Biomass Gasification ◽  
Supervised Machine Learning ◽  
Fluidized Bed Reactors ◽  
Hydrogen Yield ◽  
Carbon Conversion ◽  
Operational Parameters ◽  
Operational Conditions

The current hydrogen generation technologies, especially biomass gasification using fluidized bed reactors (FBRs), were rigorously reviewed. There are involute operational parameters in a fluidized bed gasifier that determine the anticipated outcomes for hydrogen production purposes. However, limited reviews are present that link these parametric conditions with the corresponding performances based on experimental data collection. Using the constructed artificial neural networks (ANNs) as the supervised machine learning algorithm for data training, the operational parameters from 52 literature reports were utilized to perform both the qualitative and quantitative assessments of the performance, such as the hydrogen yield (HY), hydrogen content (HC) and carbon conversion efficiency (CCE). Seven types of operational parameters, including the steam-to-biomass ratio (SBR), equivalent ratio (ER), temperature, particle size of the feedstock, residence time, lower heating value (LHV) and carbon content (CC), were closely investigated. Six binary parameters have been identified to be statistically significant to the performance parameters (hydrogen yield (HY)), hydrogen content (HC) and carbon conversion efficiency (CCE)) by analysis of variance (ANOVA). The optimal operational conditions derived from the machine leaning were recommended according to the needs of the outcomes. This review may provide helpful insights for researchers to comprehensively consider the operational conditions in order to achieve high hydrogen production using fluidized bed reactors during biomass gasification.

Simulation of biomass gasification in bubbling fluidized bed reactor using aspen plus®

2021 ◽  
Vol 235 ◽  
pp. 113981
Author(s):  
M. Puig-Gamero ◽  
D.T. Pio ◽  
L.A.C. Tarelho ◽  
P. Sánchez ◽  
L. Sanchez-Silva
Keyword(s):  
Fluidized Bed ◽  
Aspen Plus ◽  
Fluidized Bed Reactor ◽  
Biomass Gasification ◽  
Bubbling Fluidized Bed

scholarly journals Tar abatement for clean syngas production during biomass gasification in a dual fluidized bed

2016 ◽  
Vol 152 ◽  
pp. 116-123 ◽  
Author(s):  
L.F. de Diego ◽  
F. García-Labiano ◽  
P. Gayán ◽  
A. Abad ◽  
T. Mendiara ◽  
...  
Keyword(s):  
Fluidized Bed ◽  
Biomass Gasification ◽  
Syngas Production ◽  
Dual Fluidized Bed

Particle behaviours of biomass gasification in a bubbling fluidized bed

2021 ◽  
pp. 131847
Author(s):  
Dali Kong ◽  
Kun Luo ◽  
Shuai Wang ◽  
Jiahui Yu ◽  
Jianren Fan
Keyword(s):  
Fluidized Bed ◽  
Biomass Gasification ◽  
Bubbling Fluidized Bed

Biomass Gasification in a Bubbling Fluidized Bed Reactor

2020 ◽  
Vol 6 (2) ◽  
Author(s):  
D.V. Baratha Dodawatta ◽  
U.D. Indula ◽  
N.A.C.J.D. Senarathna ◽  
D.G.C. Wickramasinghe ◽  
M. Narayana
Keyword(s):  
Fluidized Bed ◽  
Fluidized Bed Reactor ◽  
Biomass Gasification ◽  
Bubbling Fluidized Bed

Dynamic Modeling for Temperature Prediction in a Fluidized Bed Biomass Gasification Process

2021 ◽  
Author(s):  
Ibtihaj Khurram Faridi ◽  
Evangelos Tsotsas ◽  
Wolfram Heineken ◽  
Marcus Koegler ◽  
Abdolreza Kharaghani
Keyword(s):  
Fluidized Bed ◽  
Dynamic Modeling ◽  
Biomass Gasification ◽  
Temperature Prediction ◽  
Gasification Process

Kinetic modeling of biomass gasification in a micro fluidized bed

2017 ◽  
Vol 39 (7) ◽  
pp. 643-648 ◽  
Author(s):  
Wei Gao ◽  
Mohammad Reza Farahani ◽  
Mehdi Rezaei ◽  
Abdul Qudair Baig ◽  
Muhammad Kamran Jamil ◽  
...  
Keyword(s):  
Fluidized Bed ◽  
Kinetic Modeling ◽  
Biomass Gasification
Sign in / Sign up

Export Citation Format

Share Document