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商品描述
The book can be treated as a useful resource to adaptively schedule resource transfers between nodes in a smart power grid. In addition, the feasibility conditions and constraints outlined in the book will enable in reaching optimal values that can help maintain the stability of both the computer network and the physical systems. It details the collection of optimization methods that are reliable for electric-utilities to use for resource scheduling, and optimizing their existing systems or sub-systems. The authors answer to key questions on ways to optimally allocate resources during outages, and contingency cases (e.g., line failures, and/or circuit breaker failures), how to design de-centralized methods for carrying out tasks using decomposition models; and how to quantify un-certainty and make decisions in the event of grid failures.
商品描述(中文翻譯)
本書展示了線性規劃模型在網路物理系統（Cyber Physical Systems, CPS）中的優勢，例如智慧電網。網路物理系統（CPS）由計算元件組成，這些元件通過計算機網絡互相連接，以監控和控制由物理基礎設施互相連接的切換物理實體。在CPS的設計和分析中，一個根本挑戰是缺乏對於複雜網絡約束條件的理解。我們通過使用一系列線性規劃求解器來解決這一挑戰，這些求解器以分散的方式建模子系統和微電網的約束條件。
本書可作為一個有用的資源，以適應性地安排智慧電網中節點之間的資源轉移。此外，本書中概述的可行性條件和約束將有助於達到最佳值，從而幫助維持計算機網絡和物理系統的穩定性。書中詳細介紹了對於電力公用事業在資源調度和優化其現有系統或子系統時可靠的優化方法。作者回答了在停電和應急情況（例如，線路故障和/或斷路器故障）期間如何最佳分配資源的關鍵問題，如何設計去中心化的方法來使用分解模型執行任務，以及如何量化不確定性並在電網故障時做出決策。
作者簡介
Dr. Prakash Ranganathan is Assistant Professor of Electrical Engineering at University of North Dakota (UND), Grand Forks, North Dakota, USA. He is also the Director for Secure Cyber Physical Energy Systems and Data sciences Laboratory at UND. His research interests include Linear Programming models, simulation and modeling, smart grid technologies, Optimization Methods and Software Engineering. He is an active senior member of IEEE and frequent reviewer of IEEE Transactions on Wireless Communications and Sensors Journals. Dr. Ranganathan has authored several papers on linear programming and smart grid areas. He has also secured National Science Foundation (NSF) grants and other regional grants on smart grid topics. Dr. Ranganathan holds a Ph.D. in Software Engineering, and Master of Science in Electrical Engineering from North Dakota State University, Fargo. Dr. Ranganathan received the North Dakota Spirit Faculty Achievement Award in 2013 from UND Alumni Foundation recognizing his significant contribution in teaching, research, and service. He is also a recipient of Public Scholar Award in 2014 from center for Community Engagement. Dr. Ranganathan is very active in conducting outreach activities for tribal-high school and community-college students. Dr. Ranganathan also plays leadership role on cyber educational initiatives for state of North Dakota.
Kendall E. Nygard is a full professor of computer science at North Dakota State University, Fargo, North Dakota. He earned his PhD degree at Virginia Polytechnic Institute. He has fulfilled many roles at NDSU and the North Dakota University System, including Department Chair, faculty representative on the State Board of Higher Education, and Presiding officer of the NDSU University Senate. He has advised 25 PhD students and more than 150 Master of Science students. In research, he been awarded more than 50 grants and contracts and is widely published. Application areas in which he has conducted research include the smart grid, sensor networks, unmanned air systems, wireless networks, encryption, and social media. His primary methodologies are optimization models, artificial intelligence, and big data analytics. In, 2013 and 2014 he served in Washington D. C. as a Jefferson Science Fellow and Senior Science Adviser for the U. S. Department of State and the U. S. Agency for International Development. He is currently a Virtual Fellow for the U. S. Department of State and a Fellow of the International Academy, Research, and Industry Association. Currently he is leading a Cyber Security research and education initiative for the North Dakota University System.
作者簡介(中文翻譯)
普拉卡什·蘭甘納坦博士是美國北達科他州大學（University of North Dakota, UND）電機工程助理教授，位於北達科他州大福克斯。他同時也是UND安全網路物理能源系統與數據科學實驗室的主任。他的研究興趣包括線性規劃模型、模擬與建模、智慧電網技術、優化方法和軟體工程。他是IEEE的活躍高級會員，並且經常擔任IEEE無線通訊與感測器期刊的審稿人。蘭甘納坦博士在線性規劃和智慧電網領域發表了多篇論文。他還獲得了國家科學基金會（National Science Foundation, NSF）和其他地區的智慧電網主題的資助。蘭甘納坦博士擁有北達科他州立大學（North Dakota State University, Fargo）軟體工程博士學位和電機工程碩士學位。2013年，他獲得了UND校友基金會頒發的北達科他州精神教職員成就獎，以表彰他在教學、研究和服務方面的重大貢獻。他還於2014年獲得社區參與中心的公共學者獎。蘭甘納坦博士非常積極地為部落高中和社區大學學生進行外展活動。他在北達科他州的網路教育倡議中也扮演著領導角色。
肯達爾·E·奈加德是北達科他州立大學（North Dakota State University, Fargo）計算機科學的全職教授。他在維吉尼亞理工學院獲得博士學位。他在NDSU和北達科他州大學系統中擔任過多個角色，包括系主任、州高等教育委員會的教職員代表，以及NDSU大學參議院的主席。他指導了25名博士生和超過150名碩士生。在研究方面，他獲得了超過50項資助和合同，並且發表了大量論文。他的研究應用領域包括智慧電網、感測器網路、無人機系統、無線網路、加密和社交媒體。他的主要方法論是優化模型、人工智慧和大數據分析。在2013年和2014年，他在華盛頓特區擔任傑佛遜科學研究員和美國國務院及美國國際開發署的高級科學顧問。目前，他是美國國務院的虛擬研究員和國際學院、研究與產業協會的研究員。目前，他正在為北達科他州大學系統領導一項網路安全研究和教育倡議。
