Geographically distributed solar power time series

This data was collected by smart meters in 15 minutes time series and used in the FP7 SuSTAINABLE project. The dataset contains: - admm_functions.R: R script with ADMM algorithm implementation. - clear_sky_functions.R: R script to estimate clear-sky solar power generation with the model described in Bacher et al. (2009). - coef_generator.R: R script with the functions for generating VAR model coefficients, according to the implementation in (Virolainen, 2020). - run_experiments.R: R script with the commands for generating the results of Section 3.3.1. - c_sky.csv: estimated clear-sky solar power generation. - normalized_PVdata.csv: normalized (with clear-sky model) solar power time series data. - PVdata.csv: solar power time series data.

See [A] for more details about the R code. [A] C. Gonçalves, R.J. Bessa, P. Pinson, ""A critical overview of privacy-preserving approaches for collaborative forecasting,"" International Journal of Forecasting. DOI:10.1016/j.ijforecast.2020.06.003"