Machine Learning Applications for Bioenergy Conversion
暫譯: 生物能源轉換的機器學習應用
Tippayawong, Nakorn, Onsree, Thossaporn, Moran, James
- 出版商: Springer
- 出版日期: 2026-01-03
- 售價: $5,030
- 貴賓價: 9.5 折 $4,779
- 語言: 英文
- 頁數: 187
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9819680859
- ISBN-13: 9789819680856
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相關分類:
Machine Learning
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相關主題
商品描述
This book explores the integration of machine learning algorithms with bioenergy conversion processes, providing an innovative approach to tackling the challenges of sustainable energy production. The authors have written dozens of peer reviewed papers on this topic over the past 8 years and this book is a culmination of their efforts. It delves into various machine learning techniques tailored to optimize and enhance the efficiency of bioenergy processes, making it a critical resource for researchers, engineers, and students in the fields of renewable energy and machine learning.
商品描述(中文翻譯)
本書探討機器學習演算法與生物能源轉換過程的整合，提供了一種創新的方法來應對可持續能源生產的挑戰。作者在過去八年中撰寫了數十篇經過同行評審的論文，這本書是他們努力的結晶。書中深入探討了各種機器學習技術，旨在優化和提升生物能源過程的效率，使其成為可再生能源和機器學習領域研究人員、工程師和學生的重要資源。
作者簡介
Dr. Nakorn Tippayawong received BEng in Mechanical Engineering and PhD in Internal Combustion Engines from Imperial College London, UK. He is a professor at the Department of Mechanical Engineering, Chiang Mai University. His research interests include biomass conversion, energy efficiency improvement, decarbonization technology and emission control.
Dr. James Moran received a Masters degree and PhD degree in Mechanical Engineering from the Massachusetts Institute of Technology. He is currently an Associate Professor at the Department of Mechanical Engineering in Chiang Mai University, Thailand teaching in energy related fields. He is also a consultant to the Energy Research and Development Institute Nakornping, Chiang Mai University. His research interests include biogas upgrading, biomethane grids, biomethane low pressure storage, meso-scale combustion, aerosol generation and pollution modelling.
Dr. Thossaporn Onsree holds a Ph.D. in Mechanical Engineering from Chiang Mai University, Thailand. He is currently a post-doctoral fellow in the Molinaroli College of Engineering and Computing, University of South Carolina, USA. His research interests include catalytic and non-catalytic biomass conversions, hydrogen carriers, high-throughput experimentation, and machine learning and artificial intelligence applications.
作者簡介(中文翻譯)
拿空·提帕亞翁博士於英國倫敦帝國學院獲得機械工程學士學位及內燃機博士學位。他是清邁大學機械工程系的教授。他的研究興趣包括生物質轉換、能源效率提升、脫碳技術及排放控制。
詹姆斯·莫蘭博士於麻省理工學院獲得機械工程碩士及博士學位。他目前是泰國清邁大學機械工程系的副教授，教授與能源相關的領域。他同時也是清邁大學能源研究與發展研究所的顧問。他的研究興趣包括沼氣升級、生物甲烷網絡、生物甲烷低壓儲存、中尺度燃燒、氣溶膠生成及污染建模。
托薩朋·翁斯里博士擁有泰國清邁大學的機械工程博士學位。他目前是美國南卡羅來納大學莫利納羅利工程與計算學院的博士後研究員。他的研究興趣包括催化及非催化生物質轉換、氫載體、高通量實驗以及機器學習和人工智慧應用。
