67 citations · 117 across the 9 of their papers we have counts for
3 papers · 1 filter
A sub-hourly spatio-temporal statistical model for solar irradiance in Ireland using open-source data
Maeve Upton, Eamonn Organ, Amanda Lenzi +1
Accurate estimation of solar irradiance is essential for reliable modelling of solar photovoltaic (PV) power production. In Ireland's highly variable maritime climate, where ground…
Improving Bayesian Local Spatial Models in Large Data Sets
Amanda Lenzi, Stefano Castruccio, Haavard Rue +1
Environmental processes resolved at a sufficiently small scale in space and time will inevitably display non-stationary behavior. Such processes are both challenging to model and c…
Analysis of Aggregated Functional Data from Mixed Populations with Application to Energy Consumption
Amanda Lenzi, Camila P. E. de Souza, Ronaldo Dias +2
Understanding the energy consumption patterns of different types of consumers is essential in any planning of energy distribution. However, obtaining consumption information for si…