Time-Series (Smooth, Multi-Periodic) Quantile Estimation

PV Power Quantile Estimation Module

This module is for estimating time-varying quantiles of PV power data. This module also include the ability to use the fit quantiles to transform the data

Authors: Bennet Meyers, Giray Ogut, and Aramis Dufour Date: 6/19/25

class solardatatools.algorithms.quantile_estimation.PVQuantiles(data_handler, nvals_dil=101, num_harmonics=[10, 3], regularization=0.1, solver='CLARABEL', verbose=False)

Bases: object

estimate_quantiles(quantile_levels=[0.02, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.98])

plot_all_quantiles(dilated=True)

plot_quantile_bundt(quantile)