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Spatio-Temporal Data Analytics for Wind Energy Integration (SpringerBriefs in Electrical and Computer Engineering)

Lei Yang, Miao He, Junshan Zhang, Vijay Vittal




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 | #7531532 in Books |  2014-11-15 |  2014-12-03 | Original language:English | PDF # 1 |  9.25 x.20 x6.10l,.0 | File type: PDF | 80 pages

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This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are carefully examined. A spatio-temporal analysis approach enables the authors to develop Markov-chain-based short-term forecasts of wind farm power generation. To deal with th...

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