Energy Disaggregation Using Two-Stage Fusion of Binary Device Detectors

A data-driven methodology to improve the energy disaggregation accuracy during Non-Intrusive Load Monitoring is proposed. In detail, the method uses a two-stage classification scheme, with the first stage consisting of classification models processing the aggregated signal in parallel and each of th...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh-Akbari
التنسيق: مقال
اللغة:English
منشور في: MDPI AG 2020-05-01
سلاسل:Energies
الموضوعات:
الوصول للمادة أونلاين:https://www.mdpi.com/1996-1073/13/9/2148