Cyber-Security for Smart Grid Control: Vulnerability Assessment, Attack Detection, and Mitigation
Sreejith, Amulya, Shanti Swarup, K.
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商品描述
The book focuses on a very important area of Smart Grids - cyber security. It deals in particular with the tools and techniques for cyber security analysis of the Smart Grid control systems. This includes the standards and guidelines, detailed vulnerability assessment framework, attack detection strategies, and attack mitigation methods. The book is divided into three parts. The smart grid cyber-physical system is discussed in the first part. The second part introduces the attacks in the grid system and a vulnerability assessment framework followed by a tool that can be used to analyze the grid control systems using existing cyber security standards. In the third part, different forms of attack detection methods are discussed along with Python-based implementations for the same. The book also discusses attack mitigation methods with implementation. Detailed illustrations and tables are provided in each section. The book also includes case studies based on standard test systems thushelping students to implement the discussed methods. The case studies are based on MATLAB and Python implementations thus catering to a wide range of audiences. Outputs and screenshots of the tools and programs are included so students can compare their results and improve upon the discussed methods. The book will be useful to a wide variety of audiences such as students and researchers in Smart Grids, power system operators, and device manufacturers.
商品描述(中文翻譯)
本書專注於智慧電網中一個非常重要的領域——網路安全。特別探討智慧電網控制系統的網路安全分析工具和技術。這包括標準和指導方針、詳細的漏洞評估框架、攻擊檢測策略以及攻擊緩解方法。本書分為三個部分。第一部分討論智慧電網的網路物理系統。第二部分介紹電網系統中的攻擊及漏洞評估框架，並提供一個可以使用現有網路安全標準分析電網控制系統的工具。在第三部分，討論了不同形式的攻擊檢測方法，並提供基於Python的實作。本書還討論了攻擊緩解方法及其實作。每個部分都提供了詳細的插圖和表格。本書還包括基於標準測試系統的案例研究，幫助學生實作所討論的方法。這些案例研究基於MATLAB和Python的實作，因而適合廣泛的讀者群。書中包含工具和程式的輸出及截圖，以便學生比較他們的結果並改進所討論的方法。本書將對各類讀者有用，例如智慧電網的學生和研究人員、電力系統操作員以及設備製造商。
作者簡介
Dr. Amulya Sreejith is presently a Postdoc Fellow in the Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS. She has completed her PhD from Indian Institute of Technology Madras, India in the area of Cyber Security in Power System Control. She has done her MTech from VNIT Nagpur. Before joining as a postdoc fellow she worked as an R&D scientist at Gridsentry, a power cyber security startup. Her area of interest is in Electrical Power Systems, Automation and Protection, Cyber Systems Security, and Artificial Intelligence for power systems applications.
K. Shanti Swarup is a faculty with the Department of Electrical Engineering, Indian Institute of Technology (IIT) Madras, India. Before joining the department as a visiting faculty member, he held positions at the Mitsubishi Electric Corporation, Osaka, Japan, and Kitami Institute of Technology, Hokkaido, Japan, serving as a visiting research scientist and visiting professor, respectively, from 1992 to 1999. Since 2000, he has been a professor at IIT Madras. His research areas include power systems, smart grids, artificial intelligence, knowledge-based systems, computational intelligence, soft computing, Energy Management Systems (EMS), Supervisory Control and Data Acquisition (SCADA), power system automation, and network protection. He has done research projects with various industries like BHEL, Hitachi, Easun-MR, etc.
作者簡介(中文翻譯)
Dr. Amulya Sreejith 目前是堪薩斯州立大學電機與計算機工程系的博士後研究員。她在印度馬德拉斯印度理工學院完成了網路安全在電力系統控制領域的博士學位。她在 VNIT Nagpur 獲得碩士學位。在成為博士後研究員之前，她曾在電力網路安全初創公司 Gridsentry 擔任研發科學家。她的研究興趣包括電力系統、自動化與保護、網路系統安全，以及應用於電力系統的人工智慧。
K. Shanti Swarup 是印度馬德拉斯印度理工學院電機工程系的教職員。在成為該系的訪問教員之前，他曾在日本大阪的三菱電機公司和北海道的北見工業大學擔任訪問研究科學家和訪問教授，任職期間為1992年至1999年。自2000年以來，他一直是印度馬德拉斯印度理工學院的教授。他的研究領域包括電力系統、智慧電網、人工智慧、知識基礎系統、計算智能、軟計算、能源管理系統（EMS）、監控控制與數據採集（SCADA）、電力系統自動化以及網路保護。他曾與多家企業如 BHEL、日立、Easun-MR 等進行研究項目合作。
