A hybrid data-driven online solar energy disaggregation system from the grid supply point

A hybrid data-driven online solar energy disaggregation system from the grid supply point

Abstract The integration of small-scale Photovoltaics (PV) systems (such as rooftop PVs) decreases the visibility of power systems, since the real demand load is masked. Most rooftop systems are behind the metre and cannot be measured by household smart meters. To overcome the challenges mentioned a...

Full description

Bibliographic Details
Main Authors: Xiao-Yu Zhang, Stefanie Kuenzel, Peiqian Guo, Lei Yin, Chris Watkins
Format: Article
Language:English
Published: Springer 2022-09-01
Series:Complex & Intelligent Systems
Subjects:
Behind-the-metre solar generation
Rooftop PV
Deep neural network
Transfer learning
Energy disaggregation
Data-driven analysis
Online Access:https://doi.org/10.1007/s40747-022-00842-2

Internet

https://doi.org/10.1007/s40747-022-00842-2

Similar Items