Power Quality State Estimation Data Sets

These data sets are results of simulations and laboratory experiments in the context of a doctoral thesis. The data sets may be used for training and evaluation of state estimation algorithms from the referenced GitHub repositories. TSE_SIM - Entire Dataset for TSE case study (training, validation, test) HSE_LAB - All laboratory data sets (training, validation) for PANN/DNN models ( and DNN sensitivity study. Here postgreSQL database drops are stored. Laboratory data is stored as csv.HSE_LAB_Test.pic - Pickle-File containing the 128 laboratory states, which serve as test dataset for HSE_LAB-Models. spectra_and_power_profiles - Databases for the PQ simulation environment containing the spectra for HSE_LAB and HSE_SIM studies and power profiles (needed for program start, but not used)