Joseph Yankyera Kusi , Ralf Müller , Florian Empl , Stefan Pelz , Nana Sarfo Agyemang Derkyi , Francis Attiogbe
{"title":"纤维废物和屠宰场废物厌氧消化的动力学建模和模拟","authors":"Joseph Yankyera Kusi , Ralf Müller , Florian Empl , Stefan Pelz , Nana Sarfo Agyemang Derkyi , Francis Attiogbe","doi":"10.1016/j.array.2025.100521","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>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).</div></div><div><h3>Method</h3><div>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.</div></div><div><h3>Results</h3><div>Throughout both the modelling and validation phases, the estimated correlation coefficient (R<sup>2</sup>) 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.</div></div><div><h3>Conclusion</h3><div>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.</div></div>","PeriodicalId":8417,"journal":{"name":"Array","volume":"28 ","pages":"Article 100521"},"PeriodicalIF":4.5000,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Kinetic modelling and simulation of anaerobic digestion of fibrous waste materials and slaughterhouse waste\",\"authors\":\"Joseph Yankyera Kusi , Ralf Müller , Florian Empl , Stefan Pelz , Nana Sarfo Agyemang Derkyi , Francis Attiogbe\",\"doi\":\"10.1016/j.array.2025.100521\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>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).</div></div><div><h3>Method</h3><div>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.</div></div><div><h3>Results</h3><div>Throughout both the modelling and validation phases, the estimated correlation coefficient (R<sup>2</sup>) 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.</div></div><div><h3>Conclusion</h3><div>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.</div></div>\",\"PeriodicalId\":8417,\"journal\":{\"name\":\"Array\",\"volume\":\"28 \",\"pages\":\"Article 100521\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-09-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Array\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2590005625001481\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"COMPUTER SCIENCE, THEORY & METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Array","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2590005625001481","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, THEORY & METHODS","Score":null,"Total":0}
Kinetic modelling and simulation of anaerobic digestion of fibrous waste materials and slaughterhouse waste
Background
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).
Method
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.
Results
Throughout both the modelling and validation phases, the estimated correlation coefficient (R2) 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.
Conclusion
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.