Concepedia

Simon Letzgus

SL

Statistics

Publications

8

Citations

420

H-Index

8

Active since

2017

Affiliations

Technische Universität Berlin(Current)

Berlin Institute for the Foundations of Learning and Data

Korea University

Simon Letzgus is an author at Technische Universität Berlin specializing in machine learning, computer science, and computing.

Publications per year

2017–2023

8

Publications

8

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 · 142 citations

Engineering, Industrial Engineering, Systems Engineering +17

Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective

Simon Letzgus, Patrick Wagner, Jonas Lederer et al. · IEEE Signal Processing Magazine · 2022 · 109 citations

Computing, Computer Science, Data Science +15

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 · 53 citations

Engineering, Civil Engineering, Water Resources Management +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 · 36 citations · Full text

Computing, Computer Science, Data Science +16

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

Simon Letzgus · Wind energy science · 2020 · 34 citations · Full text

Computing, Computer Science, Systems Engineering +17

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