no code implementations • 20 Sep 2022 • Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Diabetic foot ulcers (DFUs) constitute a serious complication for people with diabetes.
no code implementations • 5 Jul 2022 • Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis
Non-intrusive load monitoring (NILM) is the task of disaggregating the total power consumption into its individual sub-components.
1 code implementation • MDPI Sensors 2022 • Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Sequence-to-sequence deep learning models have been firmly established as state-of-the-art approaches for NILM, in an attempt to identify the pattern of the appliance power consumption signal into the aggregated power signal.
no code implementations • 16 Sep 2021 • Maria Kaselimi
Reliable and fast knowledge about residential energy consumption at appliance level becomes increasingly important nowadays and it is an important mitigation measure to prevent energy wastage.
no code implementations • 26 Nov 2020 • Eftychios Protopapadakis, Anastasia Garbi, Anna Malamou, Maria Kaselimi, Zisis Pontikas, Anastasios Doulamis, Nikolaos Doulamis, Kostas Vasilakis, Nassos Michas, Emmanouel Alexakis
In this paper we provide an analytical methodology to handle such scenarios and create year-long hourly-based consumption baseline.