Gebundenes Buch

Artificial Intelligence for Biomass-based Biofuel Production

Current Status and Prospects

Herausgeber: Shastri, Anshuman; Kuila, Arindam

Beschreibung

This book covers all current technological, industrial status and future prospect of biofuel production with the concept of artificial intelligence including environmental and socioeconomic impact assessment of biofuel production from lignocellulosic biomass. It discusses status and future scope of artificial intelligence for advancement of biofuel research. It summarizes machine learning models in addressing the issues of biofuel supply chains, case studies, scientific challenges and future directions. Features: * Covers the use of machine learning within the context of the processing of advanced biofuel feedstocks for biofuel production. * Includes larger alcohols, ethers, levulinates, GTL fuels and furans production using machine learning approach. * Discusses how machine learning and biomass-based biofuel production can be integrated. * Reviews sustainability and cost analysis of artificial intelligence-based biofuel production. * Explores prediction of potentiality of lignocellulosic biomass for biofuel applications. This book is aimed at researchers and graduate students in energy and fuels, chemical engineering, and machine learning.

Autor

Arindam Kuila is currently working as an Assistant Professor at the Department of Bioscience & Biotechnology, Banasthali Vidyapith, Rajasthan, India. Previously, he worked as a research associate at Hindustan Petroleum Green R&D Centre, Bangalore, India. He did his PhD from Agricultural & Food Engineering Department, Indian Institute of Technology Kharagpur, India in 2013 in the area of lignocellulosic biofuel production. He was awarded Petrotech Research Fellowship in 2008. He has completed one Indo-Brazil collaborative project funded by DBT, India. Presently, he is handling another project on scale-up study of lignocellulosic bioethanol production funded by DST. Anshuman Shastri is currently working as a Director at Centre for Artificial Intelligence, Banasthali Vidyapith, Rajasthan, India. He has vast experience in the area of artificial intelligence. He did his PhD from Kent University, UK. Along with five additional nominations for major honors, he was awarded the International Young Scientist Award in 2020 and the International Young Researcher Award in 2021.

Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 416
• Erscheinungstermin: 16. Dezember 2025
• Englisch
• Abmessung: 234mm x 156mm
• ISBN-13: 9781032916354
• ISBN-10: 1032916354
• Artikelnr.: 74979283