Data Analytics in Smart Distribution Networks: Applications and Challenges
Fernanda CL Trindade, Luis F Ochoa, Walmir Freitas
2016 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia) | IEEE | Published : 2016
The large volumes of data that will be produced by ubiquitous sensors and meters in future smart distribution networks represent an opportunity for the use of data analytics to extract valuable knowledge and, thus, improve Distribution Network Operator (DNO) planning and operation tasks. Indeed, applications ranging from outage management to detection of non-technical losses to asset management can potentially benefit from data analytics. However, despite all the benefits, each application presents DNOs with diverse data requirements and the need to define an adequate approach. Consequently, it is critical to understand the different interactions among applications, monitoring infrastructure..View full abstract
Awarded by Sao Paulo Research Foundation (FAPESP)
The authors would like to thank Sao Paulo Research Foundation (FAPESP) (Grants 2015/02891-5 and 2015/12260-2) and the National Counsel of Technological and Scientific Development (CNPq) for the financial support.