Smart Grid Using Big Data Analytics - Paul Antonik
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Présentation Smart Grid Using Big Data Analytics de Paul Antonik Format Relié
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Résumé :
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Biographie: Robert Caiming Qiu, Professor, Dept. of ECE, Tennessee Technological University, Cookeville, TN, USA. Professor Qiu was Founder-CEO and President of Wiscom Technologies, Inc., manufacturing and marketing WCDMA chipsets. Wiscom was acquired by Intel in 2003. Prior to Wiscom, he worked for GTE Labs, Inc. (now Verizon), Waltham, MA, and Bell Labs, Lucent, Whippany, NJ. He holds 5 U.S. patents (another two pending) in WCDMA. Professor Qiu has contributed to 3GPP and IEEE standards bodies, and delivered invited seminars to institutions including Princeton University and the U.S. Army Research Lab. Dr. Qiu was made an IEEE Fellow in 2014. Dr. Paul Antonik, Chief Scientist, Information Directorate, Air Force Research Laboratory, Rome, N.Y., USA. Dr. Antonik serves as the directorate's principal scientific and technical adviser and primary authority for the technical content of the science and technology portfolio, providing principal technical oversight of a broad spectrum of information technologies.
Sommaire:
Preface Acknowledgement Some Notation 1 Introduction Part I Fundamentals of Big Data 2 The Mathematical Foundation of Big Data Systems 3 Large Random Matrices: An Introduction 4 Linear Spectral Statistics of the Sample Covariance Matrix 5 Large Hermitian Random Matrices and Free Random Variables 6 Large Non-Hermitian Random Matrices and Quatartenionic Free Probability Theory 7 The Mathematician Foundation of Data Collection 8 Matrix Hypothesis Testing Using Large Random Matrices Part II Smart Grid 9 Applications and Requirements of Smart Grid 10 Technical Challenges for Smart Grid 11 Big Data for Smart Grid 12 Grid Monitoring and State Estimation 13 False Data Injection Attacks against State Estimation 14 Demand Response Part III Communications and Sensing 15 Big Data for Communications 16 Big Data for Sensing A Some Basic Results on Free Probability B Matrix-Valued Random Variables
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