A comprehensive review of big data applications for power systems
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Abstract (EN)
By this study, author aims for reader to get basic knowledge about energy systems, relation between data and energy systems, big-data analytics concept. Concept of intelligent energy systems, namely smart grid is described. Concept of big-data is studied. Benefits of data-driven systems are searched. A detailed information about applications of big-data on energy systems is given. Sources of energy big-data is studied. Many applications studied before are analyzed. Finally, we point out the challenges of managing big data-driven energy systems. Effect of big-data analytics of energy efficiency. Examples of studies to increase energy efficiency. Challenging aspects of managing such a huge amount of data. Gives some requirements of s IT infrastructure to achieve applications on data. A comprehensive review on big data driven smart energy management applications is presented.
Author
Okan Şen
Institution
Ankara Yıldırım Beyazıt University
Enerji Sistemleri Mühendisliği Bilim Dalı
How to Cite
Okan Şen (Master Thesis). A comprehensive review of big data applications for power systems, 2020, Ankara Yıldırım Beyazıt University.
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