Simon Letzgus's repositories
Wind_Turbine_SCADA_open_data
list of open data wind turbine data sets
KernelCPD_WindSCADA
Code and supplementary material complementing the WES-publication: "Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models""
OpenOA
This library provides a framework for working with large timeseries data from wind plants, such as SCADA. Its development has been motivated by the WP3 Benchmarking (PRUF) project, which aims to provide a reference implementation for plant-level performance assessment.
PhaseSlopeIndex.jl
Phase Slope Index method based on Nolte et al. 2008
Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.