Disaggregation of household solar energy generation using censored smart meter data

J Brown, A Abate, A Rogers - Energy and Buildings, 2021 - Elsevier
Quantifying small scale domestic solar (PV) generation from energy consumption is
becoming increasingly important as the install base of small solar (PV) panels rapidly grows …

Balancing wind and batteries: towards predictive verification of smart grids

TS Badings, A Hartmanns, N Jansen… - NASA Formal Methods …, 2021 - Springer
We study a smart grid with wind power and battery storage. Traditionally, day-ahead
planning aims to balance demand and wind power, yet actual wind conditions often deviate …

[PDF][PDF] Using smart meter data and probabilistic models to augment energy performance assessments of residential buildings

J Brown - 2021 - ora.ox.ac.uk
To keep global warming to 1.5 C action must be taken to reduce greenhouse gas (GHG)
emissions before 2030 according to the 2018 IPCC report [65]. If nothing is done climate …

Aggregation of a heterogeneous population of solar panels: verification and control

A Peruffo - 2020 - ora.ox.ac.uk
The ever-growing presence of renewable energy sources has started a radical
transformation of power grids worldwide. Their dynamical characteristics, the connections …