UPDF AI

Tutorial

Şeref Sağıroğlu,D. Stroe

2019 · DOI: 10.1109/ICRERA47325.2019.8997107
IEEE International Conference on Renewable Energy Research and Applications · 引用数 0

TLDR

The objective of this tutorial is to present an insight on big data, big data analytics and smart grid systems, considered as recent technology which provide solutions in various topics.

摘要

The objective of this tutorial is to present an insight on big data, big data analytics and smart grid systems. Big data analytics are considered as recent technology which provide solutions in various topics. Big data is known as huge data sets that are beyond the capture, manage and process ability of traditional techniques and tools. A review on smart grid systems and big data analytics are presented. In order to achieve this, available articles in the literature were reviewed in perception with the features of big data and smart grid systems. These systems are developed with the idea of having various data and integrating those data into intelligence for all electrical grids and components to manage huge and complex networks including different types and numerous numbers of devices and assets connected with a network for controlling, monitoring, tracking and managing the system according to the demands. When the smart grid systems are examined in the point of big data, providing new solutions from available measurements, enabling consumer demands, predicting new loads, and suggesting new ideas and new perceptions are considered. Potential issues for smart grids and big data analytics were discussed. 8th International Conference on Renewable Energy Research and Applications Brasov, ROMANIA, Nov. 3-6, 2019

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