کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
492553 721622 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Apache Spark a Big Data Analytics Platform for Smart Grid
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Apache Spark a Big Data Analytics Platform for Smart Grid
چکیده انگلیسی

Smart grid is a complete automation system, where large pool of sensors is embedded in the existing power grids system for controlling and monitoring it by utilizing modern information technologies. The data collected from these sensors are huge and have all the characteristics to be called as Big Data. The Smart-grid can be made more intelligent by processing and deriving new information from these data in real time. This paper presents Apache spark as a unified cluster computing platform which is suitable for storing and performing Big Data analytics on smart grid data for applications like automatic demand response and real time pricing.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Technology - Volume 21, 2015, Pages 171-178