Title :
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
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;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695369
