Artificial Intelligence for Biomass-based Biofuel Production: Current Status and Prospects
暫譯: 生物質基生物燃料生產的人工智慧：現狀與前景

這本書涵蓋了生物燃料生產的所有當前技術、產業狀況及未來前景，並結合人工智慧的概念，包括從木質纖維素生物質生產生物燃料的環境和社會經濟影響評估。書中討論了人工智慧在推進生物燃料研究方面的現狀和未來範疇。它總結了機器學習模型在解決生物燃料供應鏈問題、案例研究、科學挑戰和未來方向方面的應用。

特色：
- 涵蓋了在生物燃料生產中，機器學習在先進生物燃料原料處理中的應用。
- 包括使用機器學習方法生產較大醇類、醚類、乙酸、GTL 燃料和呋喃類。
- 討論了機器學習與基於生物質的生物燃料生產如何整合。
- 回顧了基於人工智慧的生物燃料生產的可持續性和成本分析。
- 探索了木質纖維素生物質在生物燃料應用中的潛力預測。

這本書的目標讀者是能源與燃料、化學工程及機器學習領域的研究人員和研究生。

Arindam Kuila is currently working as 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, the 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. He has guided eight PhD students, currently five PhD students are working under his guidance. He has published 15 edited books, 20 book chapters, 40 papers in high-impact peer-reviewed journals, and filled 6 patents (2 patents granted). He is editorial board member and acted as a guest editor for several high-impact journals. He is a member of the Biotech Research Society of India and the Association of Microbiologists of India.

Anshuman Shastri is currently working as Director at the 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, United Kingdom. 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. Before the age of 28, each of them was accomplished. In addition, his profile is filled with accolades from extracurricular and academic pursuits, and he has won over 30 more medals, prizes, and recognitions for his outstanding work in quizzes, academics, cricket, and violin. He has published several high-impact peer-reviewed papers in the area of artificial intelligence.

阿林達姆·庫伊拉目前擔任印度拉賈斯坦邦巴納斯塔利維迪亞皮特生物科學與生物技術系的助理教授。之前，他曾在印度班加羅爾的印度石油綠色研發中心擔任研究助理。他於2013年在印度科技學院卡哈爾古爾的農業與食品工程系獲得博士學位，研究方向為木質纖維素生物燃料的生產。他於2008年獲得Petrotech研究獎學金。他已完成一個由印度DBT資助的印巴合作項目。目前，他正在處理另一個由DST資助的木質纖維素生物乙醇生產的擴大研究項目。他指導過八名博士生，目前有五名博士生在他的指導下進行研究。他已出版15本編輯書籍、20章書籍章節、40篇高影響力的同行評審期刊論文，並申請了6項專利（其中2項已獲授權）。他是多本高影響力期刊的編輯委員會成員，並擔任過多本期刊的客座編輯。他是印度生物技術研究學會和印度微生物學會的成員。

安舒曼·沙斯特里目前擔任印度拉賈斯坦邦巴納斯塔利維迪亞皮特人工智慧中心的主任。他在人工智慧領域擁有豐富的經驗。他在英國肯特大學獲得博士學位。除了五項主要榮譽的提名外，他於2020年獲得國際青年科學家獎，並於2021年獲得國際青年研究者獎。在28歲之前，他們都已取得卓越成就。此外，他的個人簡介中充滿了來自課外活動和學術追求的榮譽，他在問答、學術、板球和小提琴方面獲得了30多枚獎牌、獎品和認可。他在人工智慧領域發表了多篇高影響力的同行評審論文。