Data Science and Applications for Modern Power Systems

Xie, Le, Weng, Yang, Rajagopal, Ram

  • 出版商: Springer
  • 出版日期: 2024-06-22
  • 售價: $6,380
  • 貴賓價: 9.5$6,061
  • 語言: 英文
  • 頁數: 436
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031291026
  • ISBN-13: 9783031291029
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

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作者簡介

Le Xie is an Associate Professor and Eugene Webb Faculty Fellow in the Department of Electrical and Computer Engineering at Texas A&M University. He received B.E. in Electrical Engineering from Tsinghua University in 2004, S.M. in Engineering Sciences from Harvard in 2005, and Ph.D. in Electrical and Computer Engineering from Carnegie Mellon in 2009. His industry experience includes ISO-New England and Edison Mission Energy Marketing and Trading. His research interest includes modeling and control in data-rich large-scale systems, grid integration of clean energy resources, and electricity markets. Dr. Xie received the U.S. National Science Foundation CAREER Award, and DOE Oak Ridge Ralph E. Powe Junior Faculty Enhancement Award. He was awarded the 2017 IEEE PES Outstanding Young Engineer Award. He was recipient of Texas A&M Dean of Engineering Excellence Award, ECE Outstanding Professor Award, and TEES Select Young Fellow. He is an Editor of IEEE Transactions on SmartGrid, and the founding chair of IEEE Power and Energy Society Subcommittee on Big Data & Analytics for Grid Operations. He and his students received the Best Paper awards at North American Power Symposium and IEEE SmartGridComm. He is the founding faculty advisor of TAMU Energy Club.

Dr. Ram Rajagopal is an Assistant Professor of Civil and Environmental Engineering at Stanford University, where he directs the Stanford Sustainable Systems Lab (S3L), focused on large scale monitoring, data analytics and stochastic control for infrastructure networks, in particular power networks. His current research interests in power systems are in integration of renewables, smart distribution systems and demand-side data analytics. Prior to his current position he was a DSP Research Engineer at National Instruments and a Visiting Research Scientist at IBM Research. He holds a Ph.D. in Electrical Engineering and Computer Sciences and an M.A. in Statistics, both from the Universityof California Berkeley, Masters in Electrical and Computer Engineering from University of Texas, Austin and Bachelors in Electrical Engineering from the Federal University of Rio de Janeiro. He is a recipient of the NSF CAREER Award, Powell Foundation Fellowship, Berkeley Regents Fellowship and the Makhoul Conjecture Challenge award. He holds more than 30 patents and several best paper awards from his work, and has advised or founded various companies in the fields of sensor networks, power systems and data analytics.

作者簡介(中文翻譯)

謝黎(Le Xie)是德州農工大學電機與計算機工程系的副教授及尤金·韋布(Eugene Webb)教職獎學金得主。他於2004年獲得清華大學電機工程學士學位,2005年獲得哈佛大學工程科學碩士學位,並於2009年獲得卡內基梅隆大學電機與計算機工程博士學位。他的產業經驗包括ISO-New England和愛迪生使命能源市場與交易。他的研究興趣包括數據豐富的大型系統中的建模與控制、清潔能源資源的電網整合以及電力市場。謝博士獲得美國國家科學基金會的CAREER獎,及美國能源部奧克里奇的拉爾夫·E·波威(Ralph E. Powe)年輕教職員增強獎。他於2017年獲得IEEE PES傑出青年工程師獎,並獲得德州農工大學工程學院院長卓越獎、ECE傑出教授獎及TEES選拔年輕研究員。他是《IEEE Transactions on SmartGrid》的編輯,也是IEEE電力與能源學會大數據與分析在電網運營子委員會的創始主席。他和他的學生在北美電力研討會和IEEE SmartGridComm上獲得最佳論文獎。他是德州農工大學能源俱樂部的創始教學顧問。

拉姆·拉賈戈帕爾(Ram Rajagopal)博士是史丹佛大學土木與環境工程系的助理教授,並負責史丹佛可持續系統實驗室(Stanford Sustainable Systems Lab, S3L),專注於基礎設施網絡的大規模監測、數據分析和隨機控制,特別是電力網絡。他目前在電力系統的研究興趣包括可再生能源的整合、智慧配電系統和需求端數據分析。在目前的職位之前,他曾擔任國家儀器公司的數字信號處理研究工程師及IBM研究所的訪問研究科學家。他擁有加州大學伯克利分校的電機工程與計算機科學博士學位及統計碩士學位,並在德克薩斯大學奧斯汀分校獲得電機與計算機工程碩士學位,在里約熱內盧聯邦大學獲得電機工程學士學位。他是NSF CAREER獎、鮑威爾基金會獎學金、伯克利校監獎學金及馬庫爾猜想挑戰獎的得主。他擁有超過30項專利及多項最佳論文獎,並在傳感器網絡、電力系統和數據分析領域指導或創立了多家公司。

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