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Mathematical and Statistical Approaches for Anaerobic Digestion Feedstock Optimization / / by Federico Moretta, Giulia Bozzano



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Autore: Moretta Federico Visualizza persona
Titolo: Mathematical and Statistical Approaches for Anaerobic Digestion Feedstock Optimization / / by Federico Moretta, Giulia Bozzano Visualizza cluster
Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Edizione: 1st ed. 2024.
Descrizione fisica: 1 online resource (VIII, 69 p. 25 illus., 16 illus. in color.)
Disciplina: 621.31
Soggetto topico: Electric power production
Mathematical models
Chemical engineering
Statistics
Mechanical Power Engineering
Mathematical Modeling and Industrial Mathematics
Chemical Engineering
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Chemical Process Engineering
Persona (resp. second.): BozzanoGiulia
Nota di contenuto: What is anaerobic digestion? -- Reactions and operative conditions -- Energetic scenario in the XXI century -- Biomass in anaerobic digestion -- Biomass types and differences -- Principal biomass properties -- Experimental procedures -- Analytical methodologies.
Sommario/riassunto: This book examines biomass mixture modeling and optimization. The book discusses anaerobic digestion and related fermentative processes and explains their compositional dynamics. Early chapter examine macromolecules, elemental fractions, and their direct influence on methane production. Supported by an extensive data bank of substrates obtained from research, the book points out correlations that enable the estimation of global methane production for diverse biomass mixtures. Furthermore, it provides valuable insights into discerning the optimal composition capable of yielding the utmost methane output. The book integrates cutting-edge machine learning techniques and shows how the programming language Python and Julia can be used for analysis and to optimize processes. It has many graphs, figures, and visuals. .
Titolo autorizzato: Mathematical and Statistical Approaches for Anaerobic Digestion Feedstock Optimization  Visualizza cluster
ISBN: 3-031-56460-X
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910847596703321
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Serie: SpringerBriefs in Energy, . 2191-5539