A comprehensive artificial neural network model for gasification process prediction

Modeling the prediction of hydrogen production by co‐gasification of plastic and rubber wastes using machine learning algorithms

(2021) Bamidele Victor Ayodele et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Gasification of food waste in supercritical water: An innovative synthesis gas composition prediction model based on Artificial Neural Networks

(2021) Shribalaji Shenbagaraj et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Operation optimization of Shell coal gasification process based on convolutional neural network models

(2021) Kangcheng Wang et al.   APPLIED ENERGY

Optimisation of two-stage biomass gasification for hydrogen production via artificial neural network

(2021) Hannah O. Kargbo et al.   APPLIED ENERGY

A hybrid data-driven and mechanistic modelling approach for hydrothermal gasification

(2021) Jie Li et al.   APPLIED ENERGY

Machine learning prediction of pyrolytic gas yield and compositions with feature reduction methods: Effects of pyrolysis conditions and biomass characteristics

(2021) Qinghui Tang et al.   BIORESOURCE TECHNOLOGY

Machine learning aided supercritical water gasification for H2-rich syngas production with process optimization and catalyst screening

(2021) Jie Li et al.   CHEMICAL ENGINEERING JOURNAL

Investigation of steam gasification in thermogravimetric analysis by means of evolved gas analysis and machine learning

(2021) Uğur Özveren et al.   ENERGY

Novel carbon-negative methane production via integrating anaerobic digestion and pyrolysis of organic fraction of municipal solid waste

(2021) Shule Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Machine learning methods for modelling the gasification and pyrolysis of biomass and waste

(2021) Simon Ascher et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Predicting the effect of bed materials in bubbling fluidized bed gasification using artificial neural networks (ANNs) modeling approach

(2020) Daniel Serrano et al.   FUEL

Tar prediction in bubbling fluidized bed gasification through artificial neural networks

(2020) Daniel Serrano et al.   CHEMICAL ENGINEERING JOURNAL

Performance comparison of feedforward neural network training algorithms in modelling microwave pyrolysis of oil palm fibre for hydrogen and biochar production

(2019) Nor Anisa Nasrudin et al.   Asia-Pacific Journal of Chemical Engineering

Predictive modeling of biomass gasification with machine learning-based regression methods

(2019) Furkan Elmaz et al.   ENERGY

Data-driven Wasserstein distributionally robust optimization for biomass with agricultural waste-to-energy network design under uncertainty

(2019) Chao Ning et al.   APPLIED ENERGY

Development of a vision-based soft sensor for estimating equivalence ratio and major species concentration in entrained flow biomass gasification reactors

(2018) Yngve Ögren et al.   APPLIED ENERGY

Experimental results of gasification of walnut shell and pistachio shell in a bubbling fluidized bed gasifier under air and steam atmospheres

(2018) Hakan Karatas et al.   FUEL

Assessment of producer gas composition in air gasification of biomass using artificial neural network model

(2018) Joel George et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

NeuralNetTools: Visualization and Analysis Tools for Neural Networks

(2018) Marcus W. Beck   Journal of Statistical Software

Experimental investigation of biomass devolatilization in steam gasification in a dual fluidised bed gasifier

(2017) Ziyin Zhang et al.   FUEL

Development of a bi-equilibrium model for biomass gasification in a downdraft bed reactor

(2016) Enrico Biagini et al.   BIORESOURCE TECHNOLOGY

Characterisation of tar from sewage sludge gasification. Influence of gasifying conditions: Temperature, throughput, steam and use of primary catalysts

(2016) Juan Manuel de Andrés et al.   FUEL

Assessing the gasification potential of five woodchips species by employing a lab-scale fixed-bed downdraft reactor

(2015) Shiplu Sarker et al.   ENERGY CONVERSION AND MANAGEMENT

Characterization and pilot scale fluidized bed gasification of herbaceous biomass: A case study on alfalfa pellets

(2015) Shiplu Sarker et al.   ENERGY CONVERSION AND MANAGEMENT

An experimental study on hydrogen-rich gas production via steam gasification of biomass in a research-scale fluidized bed

(2015) Sylvain Fremaux et al.   ENERGY CONVERSION AND MANAGEMENT

Hydrogen production from palm kernel shell via integrated catalytic adsorption (ICA) steam gasification

(2014) Zakir Khan et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial neural network modelling approach for a biomass gasification process in fixed bed gasifiers

(2014) Robert Mikulandrić et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial neural network models for biomass gasification in fluidized bed gasifiers

(2013) Maria Puig-Arnavat et al.   BIOMASS & BIOENERGY

Influence of feeding ratio on steam gasification of palm shells in a rotary kiln pilot plant. Experimental and numerical investigations

(2013) P. Iovane et al.   BIOMASS & BIOENERGY

Influence of operating conditions on the steam gasification of biomass in a conical spouted bed reactor

(2013) Aitziber Erkiaga et al.   CHEMICAL ENGINEERING JOURNAL

Gasification of a solid recovered fuel in a pilot scale fluidized bed reactor

(2013) Umberto Arena et al.   FUEL

Energy generation from fluidized bed gasification of rice husk

(2013) Chanchal Loha et al.   Journal of Renewable and Sustainable Energy

Performance prediction of fluidised bed gasification of biomass using experimental data-based simulation models

(2013) C. C. Sreejith et al.   Biomass Conversion and Biorefinery

Influence of particle size on performance of a pilot-scale fixed-bed gasification system

(2012) Renzhan Yin et al.   BIORESOURCE TECHNOLOGY

Syngas production by catalytic steam gasification of municipal solid waste in fixed-bed reactor

(2012) Siyi Luo et al.   ENERGY

Performance characteristics of a pilot-scale biomass gasifier using oxygen-enriched air and steam

(2012) Cuong Van Huynh et al.   FUEL

Experimental study on non-woody biomass gasification in a downdraft gasifier

(2012) Chao Gai et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Hydrogen-rich gas production by steam gasification of municipal solid waste (MSW) using NiO supported on modified dolomite

(2012) Jingbo Wang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Experimental studies of biomass gasification with air

(2012) Huili Liu et al.   Journal of Natural Gas Chemistry

H2-rich syngas production by fluidized bed gasification of biomass and plastic fuel

(2012) G. Ruoppolo et al.   WASTE MANAGEMENT

Modelling of a downdraft gasifier fed by agricultural residues

(2012) I.-S. Antonopoulos et al.   WASTE MANAGEMENT

Experimental investigation on hydrogen production from biomass gasification in interconnected fluidized beds

(2011) Tao Song et al.   BIOMASS & BIOENERGY

Gasification of palm empty fruit bunch in a bubbling fluidized bed: A performance and agglomeration study

(2010) Pooya Lahijani et al.   BIORESOURCE TECHNOLOGY

Gasification of high moisture rubber woodchip with rubber waste in a bubbling fluidized bed

(2010) Sommas Kaewluan et al.   FUEL PROCESSING TECHNOLOGY

Air-steam gasification of sewage sludge in a bubbling bed reactor: Effect of alumina as a primary catalyst

(2010) Juan Manuel de Andrés et al.   FUEL PROCESSING TECHNOLOGY

Review and analysis of biomass gasification models

(2010) Maria Puig-Arnavat et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Fluidized bed gasification of waste-derived fuels

(2010) Umberto Arena et al.   WASTE MANAGEMENT

Biomass Gasification with Dolomite as Catalyst in a Small Fluidized Bed Experimental and Modelling Analysis

(2010) Marco Baratieri et al.   Waste and Biomass Valorization