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001484608 001__ 1484608
001484608 003__ OCoLC
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001484608 019__ $$a1411278002$$a1411308398
001484608 020__ $$a9783031460920$$q(electronic bk.)
001484608 020__ $$a3031460928$$q(electronic bk.)
001484608 020__ $$z9783031460913
001484608 020__ $$z303146091X
001484608 0247_ $$a10.1007/978-3-031-46092-0$$2doi
001484608 035__ $$aSP(OCoLC)1412210383
001484608 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dEBLCP$$dOCLCO
001484608 049__ $$aISEA
001484608 050_4 $$aTK3105
001484608 08204 $$a621.31$$223/eng/20231207
001484608 24500 $$aData analytics for smart grids applications--a key to smart city development /$$cDevendra Kumar Sharma, Rohit Sharma, Gwanggil Jeon, Raghvendra Kumar, editors.
001484608 264_1 $$aCham :$$bSpringer,$$c[2023]
001484608 264_4 $$c©2023
001484608 300__ $$a1 online resource (xxvi, 451 pages) :$$billustrations (chiefly color).
001484608 336__ $$atext$$btxt$$2rdacontent
001484608 337__ $$acomputer$$bc$$2rdamedia
001484608 338__ $$aonline resource$$bcr$$2rdacarrier
001484608 4901_ $$aIntelligent systems reference library,$$x1868-4408 ;$$vvolume 247
001484608 504__ $$aIncludes bibliographical references.
001484608 5050_ $$aData Analytics For Smart Grids And Applications - Present And Future Directions -- Design, Optimization and Performance Analysis of Microgrids using Multi-Agent Q-Learning -- Big Data Analytics for Smart Grid: A Review on State-of- Art Techniques and Future Directions -- Smart Grid Management for Smart City Infrastructure using Wearable Sensors -- Studies on Conventional and Advanced Machine Learning Algorithm towards Framing of Robust Data analytics for the Smart Grid Application -- Prediction and Classification For Smart Grid Applications -- A Review on Smart Metering Using Artificial Intelligence and Machine Learning Techniques: Challenges and Solutions.
001484608 506__ $$aAccess limited to authorized users.
001484608 520__ $$aThis book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.
001484608 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed December 7, 2023).
001484608 650_6 $$aRéseaux électriques intelligents$$xInformatique.
001484608 650_6 $$aDonnées volumineuses.
001484608 650_6 $$aVilles intelligentes.
001484608 650_0 $$aSmart power grids$$xData processing.$$0(DLC)sh2011003732
001484608 650_0 $$aBig data.$$0(DLC)sh2012003227
001484608 650_0 $$aSmart cities.$$0(DLC)sh2018000509
001484608 655_0 $$aElectronic books.
001484608 7001_ $$aSharma, Devendra Kumar,$$eeditor.
001484608 7001_ $$aSharma, Rohit$$c(Assistant professor of electronics),$$eeditor.
001484608 7001_ $$aJeon, Gwanggil,$$eeditor.
001484608 7001_ $$aKumar, Raghvendra,$$d1987-$$eeditor.
001484608 77608 $$iPrint version: $$z303146091X$$z9783031460913$$w(OCoLC)1396694441
001484608 830_0 $$aIntelligent systems reference library ;$$vv. 247.$$x1868-4408
001484608 852__ $$bebk
001484608 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-46092-0$$zOnline Access$$91397441.1
001484608 909CO $$ooai:library.usi.edu:1484608$$pGLOBAL_SET
001484608 980__ $$aBIB
001484608 980__ $$aEBOOK
001484608 982__ $$aEbook
001484608 983__ $$aOnline
001484608 994__ $$a92$$bISE