Predicting gas production by supercritical water gasification of coal using machine learning

A perspective on multi-component resistance analogy analysis for process intensification: Taking supercritical water gasification of coal as an example

(2022) Hui Jin et al.   Chemical Engineering and Processing-Process Intensification

Production forecast analysis of BP neural network based on Yimin lignite supercritical water gasification experiment results

(2022) Bowei Zhang et al.   ENERGY

The influence of Stefan flow on the flow and heat-transfer characteristics of spherical-particle pair in supercritical water

(2022) Yingdong Wang et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

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

Influence of Stefan flow on the drag coefficient and heat transfer of a spherical particle in a supercritical water cross flow

(2021) Hui Jin et al.   PHYSICS OF FLUIDS

Machine learning prediction and optimization of bio-oil production from hydrothermal liquefaction of algae

(2021) Weijin Zhang et al.   BIORESOURCE TECHNOLOGY

Thermodynamic and environmental analysis of solar-driven supercritical water gasification of algae for ammonia synthesis and power production

(2021) Shanke Liu et al.   ENERGY CONVERSION AND MANAGEMENT

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 modeling and analysis of biohydrogen production from wastewater by dark fermentation process

(2021) Ahmad Hosseinzadeh 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

Char suppression mechanism using recycled intermediate phenol in supercritical water gasification of coal

(2021) Huifang Feng et al.   FUEL

Study on the polystyrene plastic degradation in supercritical water/CO2 mixed environment and carbon fixation of polystyrene plastic in CO2 environment

(2021) Shiyu Zhao et al.   JOURNAL OF HAZARDOUS MATERIALS

Catalytic supercritical water gasification mechanism of coal

(2020) Zhiwei Ge et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Correlation for self-diffusion coefficients of H2, CH4, CO, O2 and CO2 in supercritical water from molecular dynamics simulation

(2020) Xiao Zhao et al.   APPLIED THERMAL ENGINEERING

Catalytic gasification of sewage sludge in near and supercritical water with different catalysts

(2020) Yunan Chen et al.   CHEMICAL ENGINEERING JOURNAL

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

(2020) Jie Li et al.   APPLIED ENERGY

Catalytic mechanism study on the gasification of depolymerizing slag in supercritical water for hydrogen production

(2020) Cui Wang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A molecular dynamics simulation study on solubility behaviors of polycyclic aromatic hydrocarbons in supercritical water/hydrogen environment

(2020) Weijing Ding et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Hydrogen production by supercritical water gasification of coal: A reaction kinetic model including nitrogen and sulfur elements

(2020) Shanke Liu 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

Molecular dynamic investigation on nitrogen migration during hydrogen production by indole gasification in supercritical water

(2020) Shanke Liu et al.   JOURNAL OF MOLECULAR LIQUIDS

Modelling of municipal solid waste gasification using an optimised ensemble soft computing model

(2020) Navid Kardani et al.   FUEL

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

(2020) Thossaporn Onsree et al.   RENEWABLE ENERGY

Enhancement of depolymerization slag gasification in supercritical water and its gasification performance in fluidized bed reactor

(2020) Cui Wang et al.   RENEWABLE ENERGY

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

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

(2019) Furkan Elmaz et al.   ENERGY

Thermodynamic and environmental analysis of integrated supercritical water gasification of coal for power and hydrogen production

(2019) Jingwei Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Machine learning for predicting thermodynamic properties of pure fluids and their mixtures

(2019) Yuanbin Liu et al.   ENERGY

Experimental investigation on gasification characteristic of food waste using supercritical water for combustible gas production: Exploring the way to complete gasification

(2019) Jingwei Chen et al.   FUEL

Exergy analysis on the process with integrated supercritical water gasification of coal and syngas separation

(2018) Zhewen Chen et al.   APPLIED THERMAL ENGINEERING

High-efficiency power generation system with integrated supercritical water gasification of coal

(2018) Zhewen Chen et al.   ENERGY

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

Assessment of sugarcane bagasse gasification in supercritical water for hydrogen production

(2018) Wen Cao et al.   INTERNATIONAL JOURNAL OF HYDROGEN 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

Effects analysis on the gasification kinetic characteristics of food waste in supercritical water

(2018) Jingwei Chen et al.   FUEL

Mathematical Modeling for Coal Gasification Kinetics in Supercritical Water

(2016) Xiaohui Su et al.   ENERGY & FUELS

Investigation on linear description of the char conversion for the process of supercritical water gasification of Yimin lignite

(2016) Hui Jin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Artificial neural network based modelling approach for municipal solid waste gasification in a fluidized bed reactor

(2016) Daya Shankar Pandey et al.   WASTE MANAGEMENT

Experimental Investigation on the Gasification Kinetic Model of a Char Particle in Supercritical Water

(2015) Hui Jin et al.   ENERGY & FUELS

Study on gasification kinetics of hydrogen production from lignite in supercritical water

(2015) Hui Jin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Experimental study on Zhundong coal gasification in supercritical water with a quartz reactor: Reaction kinetics and pathway

(2015) Xiaohui Su et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Hydrogen production by non-catalytic partial oxidation of coal in supercritical water: Explore the way to complete gasification of lignite and bituminous coal

(2013) Zhiwei Ge et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY