Hydrogen production optimization from sewage sludge supercritical gasification process using machine learning methods integrated with genetic algorithm
Hydrogen production from the supercritical water gasification (SCWG) of sewage sludge
(SS) is a sustainable and efficient process. However, the challenging and intricate task for …
(SS) is a sustainable and efficient process. However, the challenging and intricate task for …
Prediction of hydrogen yield from supercritical gasification process of sewage sludge using machine learning and particle swarm hybrid strategy
This study presents an integrated framework of machine learning models (Artificial Neural
Network, Ensembled Learning Tree, Support Vector Machine, and Gaussian Process …
Network, Ensembled Learning Tree, Support Vector Machine, and Gaussian Process …
Interpretable machine learning for predicting and evaluating hydrogen production via supercritical water gasification of biomass
S Zhao, J Li, C Chen, B Yan, J Tao, G Chen - Journal of Cleaner Production, 2021 - Elsevier
Supercritical water gasification (SCWG) of biomass for hydrogen production is a clean and
promising technology. However, due to many factors involved in SCWG process, including …
promising technology. However, due to many factors involved in SCWG process, including …
Gasification of food waste in supercritical water: An innovative synthesis gas composition prediction model based on Artificial Neural Networks
The present study intends to develop multi-layered feed-forward back-propagation algorithm
based artificial neural network (FFBPNN) models to predict the synthesis gas (SG) …
based artificial neural network (FFBPNN) models to predict the synthesis gas (SG) …
Machine learning aided supercritical water gasification for H2-rich syngas production with process optimization and catalyst screening
Hydrogen production from wet organic wastes through supercritical water gasification
(SCWG) promotes sustainable development. However, it is always time-consuming and …
(SCWG) promotes sustainable development. However, it is always time-consuming and …
Supercritical water gasification of organic solid waste: H2 yield and cold gas efficiency optimization considering modeling uncertainties
Supercritical water gasification (SCWG) is one of the typical hydrothermal treatment
technologies for organic solid waste. However, the current SCWG optimization methods …
technologies for organic solid waste. However, the current SCWG optimization methods …
Thermodynamic analysis of hydrogen production via supercritical water gasification of coal, sewage sludge, microalga, and sawdust
This study investigates the thermodynamic equilibrium analysis of the supercritical water
gasification (SCWG) involving several typical feedstocks (coal, sewage sludge, microalga …
gasification (SCWG) involving several typical feedstocks (coal, sewage sludge, microalga …
Hydrogen yield prediction for supercritical water gasification based on generative adversarial network data augmentation
Abstract Machine learning methods can accurately predict the hydrogen yield of supercritical
water gasification (SCWG), which can provide a reference for SCWG optimization. However …
water gasification (SCWG), which can provide a reference for SCWG optimization. However …
Assessment of sewage sludge gasification in supercritical water for H2-rich syngas production
D Hantoko, E Kanchanatip, M Yan, Z Weng… - Process Safety and …, 2019 - Elsevier
The potential of sewage sludge for hydrogen-rich syngas production from supercritical water
gasification (SCWG) was evaluated through thermodynamic analysis and experimental …
gasification (SCWG) was evaluated through thermodynamic analysis and experimental …
Supercritical water gasification of sewage sludge and combined cycle for H2 and power production–a thermodynamic study
An integrated system of supercritical water gasification (SCWG) and combined cycle has
been developed for H 2 production and power generation. Sewage sludge and lignite coal …
been developed for H 2 production and power generation. Sewage sludge and lignite coal …
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