Shared resources
Freely available software codes and data from papers I have authored or co-authored.
Interested in estimating (unobserved) PV generation from power consumption measurements of prosumers? If yes, then you might want to try this algorithm (from this paper) that uses irradiance measurements and transposition models to explain possible PV generation patterns.
A detailed model for dynamic power grid studies in low-inertia settings with hydropower and wind generation, and energy storage. Credit to Yihui Zuo, the main developer. More info in this publication.
What is the PV hosting capacity of the existing MV infrastructure? And, how much energy storage do we need to extend it? Estimates for Switzerland are available in this data set. The paper (a prime in this domain) is here. Estimated network topologies and cable properties are available here. Credit to Rahul Gupta, who developed the code.
Dataset including hierarchical measurements of the active and reactive power flows, nodal voltages and line currents from a distribution grids. Used to test hierarchical forecasting algorithms for the electrical power demand in this paper.
Three months of production time series from four distributed rooftop PV power plants collected at EPFL. Details and metadata available at the link. Data were collected when working on this paper here.