Data Fusion and Data Mining for Power System Monitoring
暫譯: 電力系統監控的數據融合與數據挖掘
Messina, Arturo Román
- 出版商: CRC
- 出版日期: 2020-05-18
- 售價: $6,400
- 貴賓價: 9.5 折 $6,080
- 語言: 英文
- 頁數: 250
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367333678
- ISBN-13: 9780367333676
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相關分類:
Data-mining
海外代購書籍(需單獨結帳)
相關主題
商品描述
Data Fusion and Data Mining for Power System Monitoring provides a comprehensive treatment of advanced data fusion and data mining techniques for power system monitoring with focus on use of synchronized phasor networks. Relevant statistical data mining techniques are given, and efficient methods to cluster and visualize data collected from multiple sensors are discussed. Both linear and nonlinear data-driven mining and fusion techniques are reviewed, with emphasis on the analysis and visualization of massive distributed data sets. Challenges involved in realistic monitoring, visualization, and analysis of observation data from actual events are also emphasized, supported by examples of relevant applications.
Features
- Focuses on systematic illustration of data mining and fusion in power systems Covers issues of standards used in the power industry for data mining and data analytics
- Applications to a wide range of power networks are provided including distribution and transmission networks
- Provides holistic approach to the problem of data mining and data fusion using cutting-edge methodologies and technologies
- Includes applications to massive spatiotemporal data from simulations and actual events
商品描述(中文翻譯)
《電力系統監控的資料融合與資料探勘》全面探討了先進的資料融合和資料探勘技術，重點在於使用同步相量網路。文中介紹了相關的統計資料探勘技術，並討論了從多個感測器收集的資料進行聚類和視覺化的有效方法。回顧了線性和非線性資料驅動的探勘與融合技術，強調了對大量分散資料集的分析和視覺化。文中也強調了在實際事件中進行監控、視覺化和分析觀測資料所面臨的挑戰，並以相關應用的例子作為支持。
特色
- 專注於電力系統中資料探勘和融合的系統性說明，涵蓋電力產業中用於資料探勘和資料分析的標準問題
- 提供廣泛電力網路的應用，包括配電網和傳輸網
- 提供使用尖端方法和技術解決資料探勘和資料融合問題的整體方法
- 包含來自模擬和實際事件的大量時空資料的應用
作者簡介
Arturo Messina earned his PhD from Imperial College, London, UK, in 1991. Since 1997, he has been a professor in the Center for Research and Advanced Studies, Guadalajara, Mexico. He is on the editorial and advisory boards of Electric Power Systems Research, and Electric Power Components and Systems. From 2011 to 2018 he was Editor of the IEEE Trans. on Power Systems and Chair of the Power System Stability Control Subcommittee of the Power Systems Dynamic Committee of IEEE (2015-2018). A Fellow of the IEEE, he is the editor of Inter-Area Oscillations in Power Systems - A Nonlinear and Non-stationary Perspective (Springer, 2009) and the author of Robust Stability and Performance Analysis of Large-Scale Power Systems with Parametric Uncertainty: A Structured Singular Value Approach (Nova Science Publishers, 2009), and Wide-Area Monitoring of Interconnected Power Systems (IET, 2015).
作者簡介(中文翻譯)
Arturo Messina 於1991年在英國倫敦的帝國學院獲得博士學位。自1997年以來，他一直是墨西哥瓜達拉哈拉高等研究中心的教授。他是《電力系統研究》（Electric Power Systems Research）和《電力元件與系統》（Electric Power Components and Systems）的編輯及顧問委員會成員。從2011年到2018年，他擔任IEEE《電力系統期刊》（IEEE Trans. on Power Systems）的編輯，以及IEEE電力系統動態委員會的電力系統穩定控制小組委員會主席（2015-2018）。作為IEEE的會士，他是《電力系統中的區域間振盪 - 非線性與非平穩的視角》（Inter-Area Oscillations in Power Systems - A Nonlinear and Non-stationary Perspective，Springer，2009）的編輯，並且是《具有參數不確定性的龐大電力系統的穩健穩定性與性能分析：結構奇異值方法》（Robust Stability and Performance Analysis of Large-Scale Power Systems with Parametric Uncertainty: A Structured Singular Value Approach，Nova Science Publishers，2009）和《互聯電力系統的廣域監測》（Wide-Area Monitoring of Interconnected Power Systems，IET，2015）的作者。
