Predicting and optimizing syngas production from fluidized bed biomass gasifiers: A machine learning approach

Dynamic Monte Carlo reactor modeling of calcium looping with sorbent purge and utilization decay

(2022) Jun Young Kim et al.   CHEMICAL ENGINEERING JOURNAL

Prediction of Solid Holdup in a Gas–Solid Circulating Fluidized Bed Riser by Artificial Neural Networks

(2021) Hanbin Zhong et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Estimation of lignocellulosic biomass pyrolysis product yields using artificial neural networks

(2021) C. Tsekos et al.   JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS

Effect of calcination temperature and extent on the multi-cycle CO2 carrying capacity of lime-based sorbents

(2021) Arian Ebneyamini et al.   Journal of CO2 Utilization

Machine learning to assist filtered two‐fluid model development for dense gas–particle flows

(2020) Li‐Tao Zhu et al.   AICHE JOURNAL

Application of machine learning methods to understand and predict circulating fluidized bed riser flow characteristics

(2020) Jia Wei Chew et al.   CHEMICAL ENGINEERING SCIENCE

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

(2020) Daniel Serrano et al.   FUEL

Classification of solid fuels with machine learning

(2020) Furkan Elmaz et al.   FUEL

Novel Sensitivity Study for Biomass Directional Devolatilization by Random Forest Models

(2020) Jiangkuan Xing et al.   ENERGY & FUELS

Comparison of support vector regression and random forest algorithms for estimating the SOFC output voltage by considering hydrogen flow rates

(2020) Feride Cansu İskenderoğlu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support

(2020) Saman Razavi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Random forests for global sensitivity analysis: A selective review

(2020) Anestis Antoniadis et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Determination of the Lignocellulosic Components of Olive Tree Pruning Biomass by Near Infrared Spectroscopy

(2019) José Luis Fernández et al.   Energies

Evaluating the performance of Ni catalyst supported on La2O3-MgAl2O4 for dry reforming of methane in a packed bed dielectric barrier discharge (DBD) plasma reactor

(2019) Asif Hussain Khoja et al.   ENERGY & FUELS

Gasification of lignin-rich residues for the production of biofuels via syngas fermentation: Comparison of gasification technologies

(2019) E.T. Liakakou et al.   FUEL

Numerical modelling and multi-objective optimization of the novel hydrocyclone for ultra-fine particles classification

(2019) Junxiang Ye et al.   CHEMICAL ENGINEERING SCIENCE

A comprehensive study on estimating higher heating value of biomass from proximate and ultimate analysis with machine learning approaches

(2019) Jiangkuan Xing et al.   ENERGY

Effect of bed material density on the performance of steam gasification of biomass in bubbling fluidized beds

(2019) Antonio Soria-Verdugo et al.   FUEL

Production of syngas via gasification using optimum blends of biomass

(2019) Ahmed AlNouss et al.   JOURNAL OF CLEANER PRODUCTION

Numerical investigation of optimum operating conditions for syngas and hydrogen production from biomass gasification using Aspen Plus

(2019) Raquel Tavares et al.   RENEWABLE ENERGY

Biofuels Production by Biomass Gasification: A Review

(2018) Antonio Molino et al.   Energies

A random forest approach for predicting coal spontaneous combustion

(2018) Changkui Lei et al.   FUEL

Co-gasification and recent developments on waste-to-energy conversion: A review

(2018) Ana Ramos et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An artificial intelligence based approach to predicting syngas composition for downdraft biomass gasification

(2018) Ali Yener Mutlu et al.   ENERGY

Predictive single-step kinetic model of biomass devolatilization for CFD applications: A comparison study of empirical correlations (EC), artificial neural networks (ANN) and random forest (RF)

(2018) Jiangkuan Xing et al.   RENEWABLE ENERGY

Artificial neural network model for the prediction of kinetic parameters of biomass pyrolysis from its constituents

(2017) Sasithorn Sunphorka et al.   FUEL

Effects of biochemical composition on hydrogen production by biomass gasification

(2017) Tian Tian et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Recent advances in the development of biomass gasification technology: A comprehensive review

(2017) S.K. Sansaniwal et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Delignification of Bana Grass Using Sodium hydroxide and Ozone

(2017) Jurarut Minmunin et al.   Waste and Biomass Valorization

Effect of Vacuum Heat Treatment on the Chemical Composition of Larch Wood

(2016) Zhe Wang et al.   BioResources

An overview of advances in biomass gasification

(2016) Vineet Singh Sikarwar et al.   Energy & Environmental Science

Gasification of Olive Tree Pruning in Fluidized Bed: Experiments in a Laboratory-Scale Plant and Scale-up to Industrial Operation

(2016) Susanna Nilsson et al.   ENERGY & FUELS

Cynara cardunculus L. gasification in a bubbling fluidized bed: The effect of magnesite and olivine on product gas, tar and gasification performance

(2016) Daniel Serrano et al.   FUEL

Particle filter based hybrid prognostics for health monitoring of uncertain systems in bond graph framework

(2016) Mayank Shekhar Jha et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Assessing the gasification performance of biomass: A review on biomass gasification process conditions, optimization and economic evaluation

(2016) Anis Atikah Ahmad et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Potential of giant reed (Arundo donax L.) for second generation ethanol production

(2015) Claudia Fernanda Lemons e Silva et al.   ELECTRONIC JOURNAL OF BIOTECHNOLOGY

Fluidized Bed Gasification of Torrefied and Raw Grassy Biomass (Miscanthus × gigantenus). The Effect of Operating Conditions on Process Performance

(2015) Marzena Kwapinska et al.   ENERGY & FUELS

Effect of alkali and acid treatment on thermal degradation kinetics of sugar cane bagasse

(2015) T.E. Motaung et al.   INDUSTRIAL CROPS AND PRODUCTS

Comparing calcined and un-treated olivine as bed materials for tar reduction in fluidized bed gasification

(2014) Chr. Christodoulou et al.   FUEL PROCESSING TECHNOLOGY

Effect of design and operating parameters on the gasification process of biomass in a downdraft fixed bed: An experimental study

(2014) Feiqiang Guo et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Gas leakage between reactors in a dual fluidized bed system

(2014) Jean Saayman et al.   POWDER TECHNOLOGY

Impact of cold flow properties of biodiesel on engine performance

(2014) Gaurav Dwivedi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Hydrogen production from steam gasification of biomass: Influence of process parameters on hydrogen yield – A review

(2014) Prakash Parthasarathy et al.   RENEWABLE ENERGY

Effect of Fe–olivine on the tar content during biomass gasification in a dual fluidized bed

(2012) M. Virginie et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Effects of cellulose, hemicellulose and lignin on thermochemical conversion characteristics of the selected biomass

(2012) Vamsee Pasangulapati et al.   BIORESOURCE TECHNOLOGY

Support vector regression models for trickle bed reactors

(2012) Shubh Bansal et al.   CHEMICAL ENGINEERING JOURNAL

Influence of pressure, temperature and steam on tar and gas in allothermal fluidized bed gasification

(2012) Matthias Mayerhofer et al.   FUEL

Biomass gasification as the first hot step in clean syngas production process – gas quality optimization and primary tar reduction measures in a 100 kW thermal input steam–oxygen blown CFB gasifier

(2011) M. Siedlecki et al.   BIOMASS & BIOENERGY

Fluidized Bed Gasification as a Mature And Reliable Technology for the Production of Bio-Syngas and Applied in the Production of Liquid Transportation Fuels—A Review

(2011) Marcin Siedlecki et al.   Energies

Global Potential of Rice Husk as a Renewable Feedstock for Ethanol Biofuel Production

(2010) Ali Abbas et al.   BioEnergy Research

Air gasification of empty fruit bunch for hydrogen-rich gas production in a fluidized-bed reactor

(2010) M.A.A. Mohammed et al.   ENERGY CONVERSION AND MANAGEMENT

Tar Reduction by Primary Measures in an Autothermal Air-Blown Fluidized Bed Biomass Gasifier

(2010) Manuel Campoy et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Pilot-Scale Gasification of Corn Stover, Switchgrass, Wheat Straw, and Wood: 1. Parametric Study and Comparison with Literature

(2010) Daniel L. Carpenter et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Development of particle size distribution during limestone impact attrition

(2010) Zhongxiang Chen et al.   POWDER TECHNOLOGY

Biomass gasification in a catalytic fluidized reactor with beds of different materials

(2009) F. Miccio et al.   CHEMICAL ENGINEERING JOURNAL

Effect of Magnesite as Bed Material in a 100 kWthSteam−Oxygen Blown Circulating Fluidized-Bed Biomass Gasifier on Gas Composition and Tar Formation

(2009) M. Siedlecki et al.   ENERGY & FUELS

Air–steam gasification of biomass in a fluidised bed: Process optimisation by enriched air

(2009) Manuel Campoy et al.   FUEL PROCESSING TECHNOLOGY

Evaluating operating conditions for outcompeting nitrite oxidizers and maintaining partial nitrification in biofilm systems using biofilm modeling and Monte Carlo filtering

(2009) D. Brockmann et al.   WATER RESEARCH

Effects of gasifying conditions and bed materials on fluidized bed steam gasification of wood biomass

(2008) Piyarat Weerachanchai et al.   BIORESOURCE TECHNOLOGY

Air−Steam Gasification of Biomass in a Fluidized Bed under Simulated Autothermal and Adiabatic Conditions

(2008) Manuel Campoy et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Low temperature gasification of olive kernels in a 5-kW fluidized bed reactor for H2-rich producer gas

(2008) V SKOULOU et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Monte Carlo-based filtering for fatigue crack growth estimation

(2008) F. Cadini et al.   PROBABILISTIC ENGINEERING MECHANICS

Gasification characteristics of MSW and an ANN prediction model

(2008) Gang Xiao et al.   WASTE MANAGEMENT

Hydrothermal upgrading of wood biomass: Influence of the addition of K2CO3 and cellulose/lignin ratio

(2007) Thallada Bhaskar et al.   FUEL