EMPOWERING, a Smart Big Data Framework for Sustainable Electricity Suppliers

被引：5
|
作者：
Mori, Gerard [1 ]
Vilaplana, Jordi [2 ,3 ]
Danov, Stoyan [1 ]
Cipriano, Jordi [1 ]
Solsona, Francesc [2 ,3 ]
Chemisana, Daniel [4 ,5 ]
机构：
[1] CIMNE BEE Grp Lleida, Lleida 25002, Spain
[2] Univ Lleida, Dept Comp Sci, Lleida 25001, Spain
[3] Univ Lleida, INSPIRES, Lleida 25001, Spain
[4] Univ Lleida, Dept Environm & Soil Sci, Lleida 25198, Spain
[5] Univ Lleida, INSPIRES, Lleida 25198, Spain
来源：
IEEE ACCESS | 2018年 / 6卷
关键词：
Big-data; electricity supply industry; sustainable development; domestic consumption; ENERGY-CONSUMPTION; BUILDINGS; BEHAVIOR; DEMAND; MODELS;
D O I：
10.1109/ACCESS.2018.2881413
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents the EMPOWERING project, a Big Data environment aimed at helping domestic customers to save electricity by managing their consumption positively. This is achieved by improving the information received about energy bills and offering online tools. The main contributions of EMPOWERING are the creation of a novel workflow in the electricity utility sector regarding the implementation of data analytics for their customers and the fast implementation of data-mining techniques in massive datasets within a Big Data platform to achieve scalability. The results obtained show that EMPOWERING can be of use for customers of electrical suppliers by changing their energy habits to decrease consumption and so increase environmental sustainability.
引用
收藏
页码：71132 / 71142
页数：11
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