Artificial Intelligence in Biomass Conversion and Utilization

null

109,95 €

inkl. MwSt. und Versand · Lieferzeit 1–2 Werktage

Gesetzliche Gewährleistung: 2 Jahre · Details

Nur noch 2 verfügbar

Beschreibung

<p><b>Apply artificial intelligence (AI) to optimize biomass conversion and utilization processes</b></p><p>Biomass conversion technologies have advanced significantly yet face persistent challenges in industrialization, including inadequate thermodynamic databases, unreliable models, and inefficient multi-objective optimization. <i>Artificial Intelligence in Biomass Conversion and Utilization</i> addresses these barriers by detailing how AI and machine learning methods can predict biomass properties, model conversion processes, and optimize systems for energy output, economics, and environmental performance.</p><p>The book covers AI applications across every stage of biomass conversion, from fundamental research through practical deployment. Topics include the production of low-carbon materials, fuels, and chemicals from biomass feedstocks, alongside methods for rapid assessment and smart decision-making. Discussions of carbon neutralization strategies and circular economy frameworks demonstrate how computational intelligence supports both process efficiency and environmental sustainability goals.</p><p>Readers will also find:</p><ul><li>Approaches for integrating machine learning with thermochemical and biochemical biomass conversion pathways to improve process prediction accuracy</li> <li>Methods for multi-objective optimization balancing energy yield, economic viability, and environmental impact across biomass utilization systems</li> <li>Strategies for addressing inadequate thermodynamic databases through AI-driven data augmentation and predictive modeling techniques</li> <li>Coverage of AI applications in producing low-carbon materials, sustainable fuels, and platform chemicals from diverse biomass sources</li> <li>Frameworks connecting biomass conversion with carbon neutralization goals and circular economy principles for industrial-scale deployment</li> </ul> <p>Designed for process engineers, chemical engineers, materials scientists, biotechnologists, and e

Artikeldetails

EAN

9783527355549

Sprache

Englisch

Einband / Art

Buch

Maße

246 x 173 x 21 mm

Erscheinungsjahr

2026

Verlag / Hersteller

Wiley-VCH GmbH