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  Volume 5, Number 3, July 2020, pages 323-347
DOI: https://doi.org/10.12989/acd.2020.5.3.323
 


Modeling methods used in bioenergy production processes: A review
Hamza Akroum, Dahbia Akroum-Amrouche and Abderrezak Aibeche

 
Abstract
    The enhancements of bioenergy production effectiveness require the comprehensively experimental study of several parameters affecting these bioprocesses. The interpretation of the obtained experimental results and the estimation of optimum yield are extremely complicated such as misinterpreting the results of an experiment. The use of mathematical modeling and statistical experimental designs can consistently supply the predictions of the potential yield and the identification of defining parameters and also the understanding of key relationships between factors and responses. This paper summarizes several mathematical models used to achieve an adequate overall and maximal production yield and rate, to screen, to optimize, to identify, to describe and to provide useful information for the effect of several factors on bioenergy production processes. The usefulness, the validity and, the feasibility of each strategy for studying and optimizing the bioenergy-producing processes were discussed and confirmed by the good correlation between predicted and measured values.
 
Key Words
    system modeling; experimental design methods; neural network design, identification, optimization, bioenergy
 
Address
Hamza Akroum, and Abderrezak Aibeche: Laboratoire d'Automatique Appliquée, Université M'Hamed Bougara de Boumerdès, 1 Av. de l'indépendance 35000 Boumerdés, Algeria
Dahbia Akroum-Amrouche : Département de chimie, faculté des sciences,Université M'Hamed Bougara de Boumerdes Av. de l'independance 35000 Boumerdes, Algeria
 

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