Web: http://arxiv.org/abs/2206.10795

June 23, 2022, 1:10 a.m. | Maneesha Perera, Julian De Hoog, Kasun Bandara, Saman Halgamuge

cs.LG updates on arXiv.org arxiv.org

Distributed, small-scale solar photovoltaic (PV) systems are being installed
at a rapidly increasing rate. This can cause major impacts on distribution
networks and energy markets. As a result, there is a significant need for
improved forecasting of the power generation of these systems at different time
resolutions and horizons. However, the performance of forecasting models
depends on the resolution and horizon. Forecast combinations (ensembles), that
combine the forecasts of multiple models into a single forecast may be robust
in such …

arxiv distributed forecast forecasting lg power solar

More from arxiv.org / cs.LG updates on arXiv.org

Machine Learning Researcher - Saalfeld Lab

@ Howard Hughes Medical Institute - Chevy Chase, MD | Ashburn, Virginia

Project Director, Machine Learning in US Health

@ ideas42.org | Remote, US

Data Science Intern

@ NannyML | Remote

Machine Learning Engineer NLP/Speech

@ Play.ht | Remote

Research Scientist, 3D Reconstruction

@ Yembo | Remote, US

Clinical Assistant or Associate Professor of Management Science and Systems

@ University at Buffalo | Buffalo, NY