Machine learning application to predict yields of solid products from biomass torrefaction

Biomass torrefaction: An overview on process parameters, economic and environmental aspects and recent advancements

(2020) Margareta Novian Cahyanti et al.   BIORESOURCE TECHNOLOGY

Optimizing the torrefaction of pigeon pea stalk (cajanus cajan) using response surface methodology (RSM) and characterization of solid, liquid and gaseous products

(2020) Rishikesh Kumar Singh et al.   RENEWABLE ENERGY

Torrefaction of woody biomass (Acacia nilotica): Investigation of fuel and flow properties to study its suitability as a good quality solid fuel

(2020) Satyansh Singh et al.   RENEWABLE ENERGY

Investigation of kinetic compensation effect in lignocellulosic biomass torrefaction: Kinetic and thermodynamic analyses

(2020) Zhiqing Zhang et al.   ENERGY

Predicting algal biochar yield using eXtreme Gradient Boosting (XGB) algorithm of machine learning methods

(2020) Abhijeet Pathy et al.   Algal Research-Biomass Biofuels and Bioproducts

Effect of torrefaction conditions on the physicochemical characterization of agricultural waste (sugarcane bagasse)

(2019) Sumaira Kanwal et al.   WASTE MANAGEMENT

Machine learning prediction of biochar yield and carbon contents in biochar based on biomass characteristics and pyrolysis conditions

(2019) Xinzhe Zhu et al.   BIORESOURCE TECHNOLOGY

Torrefaction of Maize Residue Pellets with Dry Flue Gas

(2019) Thossaporn Onsree et al.   BioEnergy Research

Influence of torrefaction pretreatment on corncobs: A study on fundamental characteristics, thermal behavior, and kinetic

(2019) Xiaojie Tian et al.   BIORESOURCE TECHNOLOGY

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

(2019) Furkan Elmaz et al.   ENERGY

Investigation of improving the yields and qualities of pyrolysis products with combination rod-milled and torrefaction pretreatment

(2019) Xiaopeng Bai et al.   RENEWABLE ENERGY

Catalytic torrefaction of pelletized agro-residues with Cu/Al2O3 catalysts

(2019) Nakorn Tippayawong et al.   Biomass Conversion and Biorefinery

Minimizing tar formation whilst enhancing syngas production by integrating biomass torrefaction pretreatment with chemical looping gasification

(2019) Yuyang Fan et al.   APPLIED ENERGY

Enabling Catalyst Discovery through Machine Learning and High-Throughput Experimentation

(2019) Travis Williams et al.   CHEMISTRY OF MATERIALS

Non-oxidative torrefaction of biomass to enhance its fuel properties

(2018) Ana Álvarez et al.   ENERGY

Torrefaction of densified mesocarp fibre and palm kernel shell

(2018) Hasan Mohd Faizal et al.   RENEWABLE ENERGY

Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques

(2018) P. J. García Nieto et al.   NEURAL COMPUTING & APPLICATIONS

Torrefaction of pomaces and nut shells

(2015) Bor-Sen Chiou et al.   BIORESOURCE TECHNOLOGY

Effect of densification parameters on the properties of maize residue pellets

(2015) Thanasit Wongsiriamnuay et al.   BIOSYSTEMS ENGINEERING

Production of solid fuel biochar from waste biomass by low temperature pyrolysis

(2015) Zhengang Liu et al.   FUEL

Biomass torrefaction under different oxygen concentrations and its effect on the composition of the solid by-product

(2012) P. Rousset et al.   JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS