67 citations · 82 across the 3 of their papers we have counts for
3 papers
SKIPP'D: a SKy Images and Photovoltaic Power Generation Dataset for Short-term Solar Forecasting
Yuhao Nie, Xiatong Li, Andea Scott +3
Large-scale integration of photovoltaics (PV) into electricity grids is challenged by the intermittent nature of solar power. Sky-image-based solar forecasting using deep learning…
Extreme events in time series aggregation: A case study for optimal residential energy supply systems
Holger Teichgraeber, Constantin P. Lindenmeyer, Nils Baumgärtner +5
To account for volatile renewable energy supply, energy systems optimization problems require high temporal resolution. Many models use time-series clustering to find representativ…
Machine Vision for Natural Gas Methane Emissions Detection Using an Infrared Camera
Jingfan Wang, Lyne P. Tchapmi, Arvind P. Ravikumara +5
It is crucial to reduce natural gas methane emissions, which can potentially offset the climate benefits of replacing coal with gas. Optical gas imaging (OGI) is a widely-used meth…