| 书目名称 | Intelligent Data Analytics for Power and Energy Systems | | 编辑 | Hasmat Malik,Md. Waseem Ahmad,D.P. Kothari | | 视频video | http://file.papertrans.cn/470/469564/469564.mp4 | | 概述 | Discusses intelligent data analytics as a driver of the future evolution of power and energy systems.Includes demonstrated codes for presented problems for better understanding for beginners.Offers a | | 丛书名称 | Lecture Notes in Electrical Engineering | | 图书封面 |  | | 描述 | .This book brings together state-of-the-art advances in intelligent data analytics as driver of the future evolution of PaE systems. In the modern power and energy (PaE) domain, the increasing penetration of renewable energy sources (RES) and the consequent empowerment of consumers as a central and active solution to deal with the generation and development variability are driving the PaE system towards a historic paradigm shift. The small-scale, diversity, and especially the number of new players involved in the PaE system potentiate a significant growth of generated data. Moreover, advances in communication (between IoT devices and M2M: machine to machine, man to machine, etc.) and digitalization hugely increased the volume of data that results from PaE components, installations, and systems operation. This data is becoming more and more important for PaE systems operation, maintenance, planning, and scheduling with relevant impact on all involved entities, from producers, consumer,s and aggregators to market and system operators. However, although the PaE community is fully aware of the intrinsic value of those data, the methods to deal with it still necessitate substantial enha | | 出版日期 | Book 2022 | | 关键词 | Data Mining; Optimization; Smart Grid; Condition Monitoring and Diagnostics of Devices; Smart Health Mon | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-16-6081-8 | | isbn_softcover | 978-981-16-6083-2 | | isbn_ebook | 978-981-16-6081-8Series ISSN 1876-1100 Series E-ISSN 1876-1119 | | issn_series | 1876-1100 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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