Kinetic modelling and simulation of anaerobic digestion of fibrous waste materials and slaughterhouse waste

Anaerobic digestion is a biochemical energy conversion pathway that involves a series of biochemical reactions facilitated by bacteria, leading to the breakdown of organic material into a mixture of gases in the absence of free oxygen. The necessity for modelling the kinetics of the AD of different feedstock, different pretreated feedstock, and comparing them is to establish the most appropriate model that describes a prevailing context. This study as a result, sought to comparatively model and simulate the kinetics of the AD of agricultural residue (slaughterhouse waste, fibrous waste materials and pretreated fibrous wase material mixtures). To ascertain the practicality of different kinetic models for different feedstock, model selection capabilities, parameter prediction strength of models, and optimisation of AD systems, four distinct kinetic models have been employed. The study also propounded hybrid models from these and applied same. It considers the same selected models for feedstock from two extremes: plant residue and animal residues, however digested with the same technology. Thus, the finding serves as a good benchmark for comparative kinetic modelling. Throughout both the modelling and validation phases, the estimated correlation coefficient (R 2 ) values consistently exceeded 0.9000, signifying a robust correlation between the experimental data and the model parameters. All models exhibited competence in simulating the anaerobic digestion (AD) of the agricultural residues under investigation. The utilization of kinetic models for the simulation and modelling of agricultural residues is thus demonstrated to be effective, as the hybrid models as well demonstrate superior performance and offer better kinetic parameter description. • The kinetics of the AD of agricultural residues has been competently modelled. • Python modelling has been effective in propounding hybrid kinetic models. • Hybrid models have modelled the kinetics of co-digested agricultural residues. • Hybrid models demonstrate superiority and better kinetic parameter description. • A Hybrid Kinetic JY Model has been developed and validated with agricultural residues.

Institutions

Publication Details

Journal
Array
Published
2025-09-23
DOI
https://doi.org/10.1016/j.array.2025.100521
Primary Topic
Earthquake Detection and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Kinetic modelling and simulation of anaerobic digestion of fibrous waste materials and slaughterhouse waste

Array
Earthquake Detection and Analysis
article

Kinetic modelling and simulation of anaerobic digestion of fibrous waste materials and slaughterhouse waste

article en

Abstract

Anaerobic digestion is a biochemical energy conversion pathway that involves a series of biochemical reactions facilitated by bacteria, leading to the breakdown of organic material into a mixture of gases in the absence of free oxygen. The necessity for modelling the kinetics of the AD of different feedstock, different pretreated feedstock, and comparing them is to establish the most appropriate model that describes a prevailing context. This study as a result, sought to comparatively model and simulate the kinetics of the AD of agricultural residue (slaughterhouse waste, fibrous waste materials and pretreated fibrous wase material mixtures). To ascertain the practicality of different kinetic models for different feedstock, model selection capabilities, parameter prediction strength of models, and optimisation of AD systems, four distinct kinetic models have been employed. The study also propounded hybrid models from these and applied same. It considers the same selected models for feedstock from two extremes: plant residue and animal residues, however digested with the same technology. Thus, the finding serves as a good benchmark for comparative kinetic modelling. Throughout both the modelling and validation phases, the estimated correlation coefficient (R 2 ) values consistently exceeded 0.9000, signifying a robust correlation between the experimental data and the model parameters. All models exhibited competence in simulating the anaerobic digestion (AD) of the agricultural residues under investigation. The utilization of kinetic models for the simulation and modelling of agricultural residues is thus demonstrated to be effective, as the hybrid models as well demonstrate superior performance and offer better kinetic parameter description. • The kinetics of the AD of agricultural residues has been competently modelled. • Python modelling has been effective in propounding hybrid kinetic models. • Hybrid models have modelled the kinetics of co-digested agricultural residues. • Hybrid models demonstrate superiority and better kinetic parameter description. • A Hybrid Kinetic JY Model has been developed and validated with agricultural residues.

ArrayVol. 28
Ho Technical University (GH), University of Energy and Natural Resources (GH), Rottenburg University of Applied Forest Sciences (DE)
Openalex Percentile: Top 44%
Earthquake Detection and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.