Machine learning aided bio-oil production with high energy recovery and low nitrogen content from hydrothermal liquefaction of biomass with experiment verification

Optimization of hydrothermal liquefaction process through machine learning approach: process conditions and oil yield

(2021) Punniyakotti Varadharajan Gopirajan et al.   Biomass Conversion and Biorefinery

Effect of biomass type and pyrolysis temperature on nitrogen in biochar, and the comparison with hydrochar

(2021) Siyu Xu et al.   FUEL

Prediction and analysis of net ecosystem carbon exchange based on gradient boosting regression and random forest

(2020) Jianchao Cai et al.   APPLIED ENERGY

The influence of lipids on the fate of nitrogen during hydrothermal liquefaction of protein-containing biomass

(2020) Y. Fan et al.   JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS

Classification of solid fuels with machine learning

(2020) Furkan Elmaz et al.   FUEL

A new method for removal of nitrogen in sewage sludge-derived hydrochar with hydrotalcite as the catalyst

(2020) Zhi-Xiang Xu et al.   JOURNAL OF HAZARDOUS MATERIALS

An Interpretable Extreme Gradient Boosting Model to Predict Ash Fusion Temperatures

(2020) Maciej Rzychoń et al.   Minerals

Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning

(2020) Jie Li et al.   APPLIED ENERGY

Prediction of Bio-oil Yield and Hydrogen Contents based on Machine Learning Method: Effect of Biomass Compositions and Pyrolysis Conditions

(2020) Qinghui Tang et al.   ENERGY & FUELS

Nitrogen in bio-oil produced from hydrothermal liquefaction of biomass: A review

(2020) Lijian Leng et al.   CHEMICAL ENGINEERING JOURNAL

Multi-task prediction and optimization of hydrochar properties from high-moisture municipal solid waste: Application of machine learning on waste-to-resource

(2020) Jie Li et al.   JOURNAL OF CLEANER PRODUCTION

Monitoring the nitrous oxide emissions and biological nutrient removal from wastewater treatment: Impact of perfluorooctanoic acid

(2020) Hongbo Chen et al.   JOURNAL OF HAZARDOUS MATERIALS

A review on nitrogen transformation in hydrochar during hydrothermal carbonization of biomass containing nitrogen

(2020) Lijian Leng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Nitrogen containing functional groups of biochar: An overview

(2019) Lijian Leng et al.   BIORESOURCE TECHNOLOGY

Hydrothermal carbonization of sewage sludge: Effect of aqueous phase recycling

(2019) Zhi-Xiang Xu et al.   CHEMICAL ENGINEERING JOURNAL

Comprehensive potential evaluation of the bio-oil production and nutrient recycling from seven algae through hydrothermal liquefaction

(2019) Wenhan Song et al.   KOREAN JOURNAL OF CHEMICAL ENGINEERING

Uncertainty and sensitivity analyses of co-combustion/pyrolysis of textile dyeing sludge and incense sticks: Regression and machine-learning models

(2019) Shaoting Wen et al.   RENEWABLE ENERGY

Fast and isothermal hydrothermal liquefaction of sludge at different severities: Reaction products, pathways, and kinetics

(2019) Lili Qian et al.   APPLIED ENERGY

Aqueous phase recirculation during hydrothermal carbonization of microalgae and soybean straw: A comparison study

(2019) Songqi Leng et al.   BIORESOURCE 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

Prediction of higher heating value based on elemental composition for lignin and other fuels

(2019) Yury Maksimuk et al.   FUEL

Effects of thermal and thermal-alkaline pretreatments on continuous anaerobic sludge digestion: Performance, energy balance and, enhancement mechanism

(2019) Hong Chen et al.   RENEWABLE ENERGY

Evaluation of yield-predictive models of biocrude from hydrothermal liquefaction of microalgae

(2019) Alejandra Palomino et al.   Algal Research-Biomass Biofuels and Bioproducts

Beneficial synergistic effect on bio-oil production from co-liquefaction of sewage sludge and lignocellulosic biomass

(2018) Lijian Leng et al.   BIORESOURCE TECHNOLOGY

Bio-oil upgrading by emulsification/microemulsification: A review

(2018) Lijian Leng et al.   ENERGY

Biodiesel microemulsion upgrading and thermogravimetric study of bio-oil produced by liquefaction of different sludges

(2018) Lijian Leng et al.   ENERGY

Hydrogen donor solvents in liquefaction of biomass: A review

(2018) Khairuddin Md Isa et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Quantitative multiphase model for hydrothermal liquefaction of algal biomass

(2017) Yalin Li et al.   GREEN CHEMISTRY

Hydrothermal liquefaction of various biomass and waste feedstocks for biocrude production: A state of the art review

(2017) Athanasios Dimitriadis et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Single- and two-step hydrothermal liquefaction of microalgae in a semi-continuous reactor: Effect of the operating parameters

(2015) Keerati Prapaiwatcharapan et al.   BIORESOURCE TECHNOLOGY

Prediction of microalgae hydrothermal liquefaction products from feedstock biochemical composition

(2015) Shijie Leow et al.   GREEN CHEMISTRY

Recent progress in the direct liquefaction of typical biomass

(2015) Hua-jun Huang et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

A review of bio-oil production from hydrothermal liquefaction of algae

(2015) Yang Guo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Hydrothermal Liquefaction of Microalgae in an Ethanol–Water Co-Solvent To Produce Biocrude Oil

(2014) Jixiang Zhang et al.   ENERGY & FUELS

Thermo-chemical conversion of Chlorella pyrenoidosa to liquid biofuels

(2013) Peigao Duan et al.   BIORESOURCE TECHNOLOGY

Bio-oil production and upgrading research: A review

(2012) Shuangning Xiu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Black-box complexities of combinatorial problems

(2012) Benjamin Doerr et al.   THEORETICAL COMPUTER SCIENCE

Nutrient recycling of aqueous phase for microalgae cultivation from the hydrothermal liquefaction process

(2012) P. Biller et al.   Algal Research-Biomass Biofuels and Bioproducts

Hydrothermal liquefaction of biomass: A review of subcritical water technologies

(2011) Saqib Sohail Toor et al.   ENERGY

Potential yields and properties of oil from the hydrothermal liquefaction of microalgae with different biochemical content

(2010) P. Biller et al.   BIORESOURCE TECHNOLOGY

Thermochemical biofuel production in hydrothermal media: A review of sub- and supercritical water technologies

(2008) Andrew A. Peterson et al.   Energy & Environmental Science