Simon Letzgus

An artificial neural network‐based condition monitoring method for wind turbines, with application to the monitoring of the gearbox

Pramod Bangalore, Simon Letzgus, Daniel Karlsson et al. · Wind Energy · 2017 · 141 citations

Fault Diagnosis, Engineering, Ann Model Errors +19

Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective

Simon Letzgus, Patrick Wagner, Jonas Lederer et al. · IEEE Signal Processing Magazine · 2022 · 100 citations

A Sequential Pressure-Based Algorithm for Data-Driven Leakage Identification and Model-Based Localization in Water Distribution Networks

Ivo Daniel, Jorge E. Pesantez, Simon Letzgus et al. · Journal of Water Resources Planning and Management · 2022 · 48 citations

Sequential Pressure-based Algorithm, Engineering, Machine Learning +17

An explainable AI framework for robust and transparent data-driven wind turbine power curve models

Simon Letzgus, Klaus‐Robert Müller · Energy and AI · 2023 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models

Simon Letzgus · Wind energy science · 2020 · 31 citations · Full text

Anomaly Detection, Machine Learning, Engineering +20