To better understand AI’s growing energy use, analysts need a data revolution

IF 38.6 1区 材料科学 Q1 CHEMISTRY, PHYSICAL Joule Pub Date : 2024-09-18 DOI:10.1016/j.joule.2024.07.018
Eric Masanet , Nuoa Lei , Jonathan Koomey
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Abstract

Eric Masanet is the Mellichamp Chair in Sustainability Science for Emerging Technologies at the University of California, Santa Barbara, where he holds appointments in the Bren School of Environmental Science and Management and the Department of Mechanical Engineering. He has authored more than 150 scientific publications on sustainability modeling of energy and materials demand systems, with particular focuses on data centers and IT systems. He holds a PhD in mechanical engineering from UC Berkeley, with a focus on sustainable manufacturing.

Nuoa Lei is a research affiliate in the Energy Analysis and Environmental Impacts Division of the Energy Technologies Area at Lawrence Berkeley National Laboratory. With over a decade of experience in energy modeling and sustainability analysis, Dr. Lei is dedicated to contributing to global decarbonization, environmental sustainability, and climate change mitigation. He holds a PhD in energy systems analysis and dual MS degrees in mechanical engineering and statistics from Northwestern University, Evanston.

Jonathan Koomey is president of Koomey Analytics. He was in the past a visiting professor at Stanford, Yale, and UC Berkeley and a researcher at Lawrence Berkeley National Laboratory. Dr. Koomey holds MS and PhD degrees from the Energy and Resources Group at UC Berkeley and an AB in history and science from Harvard. He is the author or coauthor of more than 200 articles and reports and 10 books, including Turning Numbers into Knowledge: Mastering the Art of Problem Solving and Solving Climate Change: A Guide for Learners and Leaders. More at http://www.koomey.com.

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为了更好地了解人工智能对能源的日益增长的使用,分析师需要一场数据革命
Eric Masanet 是加州大学圣巴巴拉分校新兴技术可持续发展科学的 Mellichamp 讲座教授,并在布伦环境科学与管理学院和机械工程系任职。他撰写了 150 多篇关于能源和材料需求系统可持续性建模的科学论文,尤其关注数据中心和 IT 系统。Nuoa Lei 是劳伦斯伯克利国家实验室能源技术领域能源分析和环境影响部门的研究员。雷博士在能源建模和可持续发展分析方面拥有十多年的经验,致力于为全球去碳化、环境可持续发展和减缓气候变化做出贡献。他拥有埃文斯顿西北大学能源系统分析博士学位以及机械工程和统计学双硕士学位。他曾是斯坦福大学、耶鲁大学和加州大学伯克利分校的客座教授以及劳伦斯伯克利国家实验室的研究员。库米博士拥有加州大学伯克利分校能源和资源小组的硕士和博士学位,以及哈佛大学历史和科学学士学位。他撰写或与他人合作撰写了 200 多篇文章和报告以及 10 本书籍,其中包括《将数字转化为知识》(Turning Numbers into Knowledge):掌握解决问题的艺术》和《解决气候变化问题》:学习者和领导者指南》。更多信息,请访问 http://www.koomey.com。
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来源期刊
Joule
Joule Energy-General Energy
CiteScore
53.10
自引率
2.00%
发文量
198
期刊介绍: Joule is a sister journal to Cell that focuses on research, analysis, and ideas related to sustainable energy. It aims to address the global challenge of the need for more sustainable energy solutions. Joule is a forward-looking journal that bridges disciplines and scales of energy research. It connects researchers and analysts working on scientific, technical, economic, policy, and social challenges related to sustainable energy. The journal covers a wide range of energy research, from fundamental laboratory studies on energy conversion and storage to global-level analysis. Joule aims to highlight and amplify the implications, challenges, and opportunities of novel energy research for different groups in the field.
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