Process optimization of biomass gasification with a Monte Carlo approach and random forest algorithm

A Comparative Study of Machine Learning Methods for Bio-oil Yield Prediction – A Genetic Algorithm-Based Features Selection

(2021) Zahid Ullah et al.   BIORESOURCE TECHNOLOGY

Optimization of hydrothermal gasification process through machine learning approach: Experimental conditions, product yield and pollution

(2021) Punniyakotti Varadharajan Gopirajan et al.   Journal of Cleaner Production

Concentrated solar thermochemical gasification of biomass: Principles, applications, and development

(2021) Yi Fang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Hybrid Peripheral Fragmentation and Shrinking-core Model for Fixed-bed Biomass Gasification

(2020) Zhiyi Yao et al.   CHEMICAL ENGINEERING JOURNAL

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

Prediction and evaluation of plasma arc reforming of naphthalene using a hybrid machine learning model

(2020) Yaolin Wang et al.   JOURNAL OF HAZARDOUS MATERIALS

Experimental study on hydrogen-rich syngas production via gasification of pine cone particles and wood pellets in a fixed bed downdraft gasifier

(2019) Ebubekir Siddik Aydin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Systematic review of research guidelines for numerical simulation of biomass gasification for bioenergy production

(2019) N. Mazaheri et al.   ENERGY CONVERSION AND MANAGEMENT

Validation and Application of a Kinetic Model for Downdraft Biomass Gasification Simulation

(2019) Jia Yu et al.   CHEMICAL ENGINEERING & TECHNOLOGY

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

Biomass gasification for syngas and biochar co-production: Energy application and economic evaluation

(2018) Zhiyi Yao et al.   APPLIED ENERGY

Validation and application of a kinetic model for biomass gasification simulation and optimization in updraft gasifiers

(2018) Jia Yu et al.   CHEMICAL ENGINEERING AND PROCESSING

Numerical analysis of wood biomass packing factor in a fixed-bed gasification process

(2018) William A. González et al.   RENEWABLE 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 approach for the steam gasification of palm oil waste using bottom ash and CaO

(2018) Muhammad Shahbaz et al.   RENEWABLE ENERGY

Stochastic reactor modeling of biomass pyrolysis and gasification

(2017) K. Weber et al.   JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS

Development of a new steady state zero-dimensional simulation model for woody biomass gasification in a full scale plant

(2016) Marco Formica et al.   ENERGY CONVERSION AND MANAGEMENT

A comparative review of biochar and hydrochar in terms of production, physico-chemical properties and applications

(2015) Harpreet Singh Kambo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Numerical and experimental investigation of downdraft gasification of woody residues

(2013) Marco Simone et al.   BIORESOURCE TECHNOLOGY

Hydrogen production by supercritical water gasification of biomass: Particle and residence time distribution in fluidized bed reactor

(2013) Liping Wei et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Characterization of Residual Particulates from Biomass Entrained Flow Gasification

(2012) Ke Qin et al.   ENERGY & FUELS

Modified Thermodynamic Equilibrium Model for Biomass Gasification: A Study of the Influence of Operating Conditions

(2012) Maria Puig-Arnavat et al.   ENERGY & FUELS

Numerical and experimental investigation of downdraft gasification of wood chips

(2012) I. Janajreh et al.   ENERGY CONVERSION AND MANAGEMENT

Catalytic Steam Gasification of Biomass: Catalysts, Thermodynamics and Kinetics

(2011) Hugo de Lasa et al.   CHEMICAL REVIEWS

A kinetic approach to the mathematical model of fixed bed gasifiers

(2011) S. Sommariva et al.   COMPUTERS & CHEMICAL ENGINEERING

Production of hydrogen-rich syngas from steam gasification of blend of biosolids and wood using a dual fluidised bed gasifier

(2011) Woei Saw et al.   FUEL

Theoretical and experimental investigation of biomass gasification process in a fixed bed gasifier

(2010) P. Plis et al.   ENERGY

An Eulerian modeling approach of wood gasification in a bubbling fluidized bed reactor using char as bed material

(2010) S. Gerber et al.   FUEL

Production of hydrogen energy through biomass (waste wood) gasification

(2010) Pratik N. Sheth et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

The production of synthetic natural gas (SNG): A comparison of three wood gasification systems for energy balance and overall efficiency

(2009) Christiaan M. van der Meijden et al.   BIOMASS & BIOENERGY

Experimental studies on producer gas generation from wood waste in a downdraft biomass gasifier

(2009) Pratik N. Sheth et al.   BIORESOURCE TECHNOLOGY

Experimental and modeling analysis of a batch gasification/pyrolysis reactor

(2009) P. Baggio et al.   ENERGY CONVERSION AND MANAGEMENT

Impact of torrefaction on syngas production from wood

(2009) C. Couhert et al.   FUEL

Biomass-based hydrogen production: A review and analysis

(2009) Yildiz Kalinci et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Hydrogen-rich gas from catalytic steam gasification of biomass in a fixed bed reactor: Influence of temperature and steam on gasification performance

(2009) Siyi Luo et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Thermodynamic Equilibrium Model and Exergy Analysis of a Biomass Gasifier

(2009) T. Srinivas et al.   JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME

Gasification of biomass/high density polyethylene mixtures in a downdraft gasifier

(2007) P. García-Bacaicoa et al.   BIORESOURCE TECHNOLOGY