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

F Elmaz, Ö Yücel, AY Mutlu - Energy, 2020 - Elsevier
Biomass gasification is a promising power generation process due to its ability to utilize
waste materials and similar renewable energy sources. Predicting the outcomes of this …

An artificial intelligence based approach to predicting syngas composition for downdraft biomass gasification

AY Mutlu, O Yucel - Energy, 2018 - Elsevier
Artificial neural networks and artificial intelligence based regression techniques have been
recently applied to various gasification processes. Although these techniques obtain …

Process simulation of hydrogen production through biomass gasification: Introduction of torrefaction pre-treatment

YS Yong, RA Rasid - International Journal of Hydrogen Energy, 2022 - Elsevier
Torrefaction is a pretreatment method that converts biomass to a fuel-like substance that can
replace coal for sustainable power generation. In this work, a thermodynamic-based process …

Investigation of factors affecting performance of a downdraft fixed bed gasifier using optimized MLP neural networks approach

SH Samadi, B Ghobadian, M Nosrati, M Rezaei - Fuel, 2023 - Elsevier
Biomass gasification will be a competitive renewable technology to meet the world's energy
demand in the near future. However, extremely time-consuming and costly experimental …

Comparison of the different artificial neural networks in prediction of biomass gasification products

O Yucel, ES Aydin, H Sadikoglu - International Journal of …, 2019 - Wiley Online Library
In this study, artificial neural networks (ANNs) and a nonlinear autoregressive exogenous
(NARX) neural network model were employed in order to model a fixed bed downdraft …

Can a wastewater treatment plant power Itself? Results from a novel biokinetic-thermodynamic analysis

M Erguvan, DW MacPhee - J, 2021 - mdpi.com
The water–energy nexus (WEN) has become increasingly important due to differences in
supply and demand of both commodities. At the center of the WEN is wastewater treatment …

Semi-empirical model of waste gasification in a downdraft reactor

JCI Rabetanetiarimanana, MH Radanielina… - Biomass Conversion …, 2024 - Springer
Abstract In Reunion Island, most of household wastes (HW) are landfilled. Residual
household wastes (RHW) represent 44.6% of HW produced and are totally landfilled …

Microbiology of waste treatment

A Godbole, RN Wadetwar, TO Lawal… - 360-Degree Waste …, 2023 - Elsevier
Rapid growth of populations, civilizations and industrialization worldwide has led to a
tremendous increase in domestic, agricultural, medical and industrial waste. Improper waste …

Spatial Phenology and Rice Productivity Estimation Based on Vegetation Indices in Wargasetra Village Using Planet Fusion Satellite Imagery

E Gracia, Supriatna, R Nagasawa… - Papers in Applied …, 2024 - Taylor & Francis
Rice is a primary food commodity globally, particularly in Indonesia, where West Java
Province produces more than half of the country's yield. While traditional methods continue …

Comparison of Coal Reserve Estimation Methods, Case Study PT. Bukit Asam Area, South Sumatra, Indonesia

TM Wijayanto, W Wilopo, IGB Indrawan… - Journal of Applied …, 2021 - journal.ugm.ac.id
The calculation of coal reserves is influenced by the dimensions or size of the coal deposit.
There are several types of coal reserve calculation methods, and the use of these methods …