Event detection for load disaggregation in Smart Metering

Author

Milioudis, Apostolos N. ; Andreou, Georgios T. ; Katsanou, V.N. ; Sgouras, Kallisthenis I. ; Labridis, Dimitris P.

Author_Institution

Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece

fYear

2013

fDate

6-9 Oct. 2013

Firstpage

1

Lastpage

5

Abstract

The reduction of consumption is an objective of the Smart Grid paradigm. The pursuit of efficient solutions requires the knowledge that can be derived from each installation´s energy consumption measurements through Smart Metering. This work presents an event detection methodology, aimed to help in the disaggregation of the total measured energy consumption in an installation to a number of partial curves corresponding to individual appliances. The work has been conducted within the scope of the EU funded FP7 project “CASSANDRA - A multivariate platform for assessing the impact of strategic decisions in electrical power systems”.

Keywords

energy conservation; energy consumption; smart meters; smart power grids; CASSANDRA project; electrical power system; energy consumption measurement; energy consumption reduction; event detection methodology; load disaggregation; multivariate platform; smart grid; smart metering; strategic decisions; Event detection; Home appliances; Monitoring; Power demand; Power measurement; Reactive power; Vectors; Event detection; load disaggregation; non intrusive load monitoring (NILM); smart metering;

fLanguage

English

Publisher

ieee

Conference_Titel

Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES

Conference_Location

Lyngby

Type

conf

DOI

10.1109/ISGTEurope.2013.6695369

Filename

6695369