Stefan Windmann

35 papers A 1C 15Misc 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 C conf
NetPilot - Towards LLM-Assisted Configuration of Hybrid TSN/5G Networks.
ETFA
Stefan Windmann, Janis Albrecht, Maxim Friesen, Jürgen Jasperneite
2025 J jnl
Physics-Informed Diffusion Models for Unsupervised Anomaly Detection in Multivariate Time Series.
CoRR
Juhi Soni, Markus Lange-Hegermann, Stefan Windmann
2024 C conf
Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.
ETFA
Franziska Zelba, Kaja Balzereit, Stefan Windmann
2024 J jnl
Fault detection in automated production systems based on a long short-term memory autoencoder.
Autom.
Stefan Windmann, Tim Westerhold
2024 J jnl
Petri net based diagnostic approach for concurrent discrete event systems.
Autom.
Stefan Windmann
2024 J jnl
Quantum computer-aided job scheduling for storage and retrieval systems.
Autom.
Stefan Windmann
2024 J jnl
Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.
CoRR
Kaja Balzereit, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan Windmann, Petra Wolf
2024 J jnl
Solving industrial fault diagnosis problems with quantum computers.
Quantum Mach. Intell.
Alexander Diedrich, Stefan Windmann, Oliver Niggemann
2023 C conf
Optimization of a High Storage System with two Cranes per Aisle.
INDIN
Niels Grüttemeier, Andreas Bunte, Stefan Windmann
2022 J jnl
Data-Driven Fault Detection in Industrial Batch Processes Based on a Stochastic Hybrid Process Model.
IEEE Trans Autom. Sci. Eng.
Stefan Windmann
2022 J jnl
Learning Petri net models from sensor data of conveying systems based on the merging of prefix and postfix trees.
Autom.
Stefan Windmann
2021 C conf
An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.
INDIN
Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann
2019 J jnl
Model-based routing in flexible manufacturing systems.
Autom.
Stefan Windmann, Kaja Balzereit, Oliver Niggemann
2019 C conf
Scalable Analytics Platform for Machine Learning in Smart Production Systems.
ETFA
Khaled Al-Gumaei, Arthur Müller, Jan Nicolas Weskamp, Claudio Santo Longo, Florian Pethig, Stefan Windmann
2018 J jnl
Computation of energy efficient driving speeds in conveying systems.
Autom.
Stefan Windmann, Oliver Niggemann, Heiko Stichweh
2018 C conf
Information Retrieval in Industrial Production Environments.
ETFA
Stefan Windmann, Oliver Niggemann
2017 C conf
A novel self-configuration method for RFID systems in industrial production environments.
ETFA
Stefan Windmann, Oliver Niggemann, Holger Ruwe, Friedrich Becker
2017 J jnl
A self-configurable fault detection system for Industrial Ethernet networks.
Autom.
Stefan Windmann, Oliver Niggemann
2017 C conf
Learning parallel automata of PLCs.
ETFA
Stefan Windmann, Dorota Lang, Oliver Niggemann
2016 C conf
A GPU-based method for robust and efficient fault detection in industrial automation processes.
INDIN
Stefan Windmann, Oliver Niggemann
2015 C conf
A HMM-based fault detection method for piecewise stationary industrial processes.
ETFA
Stefan Windmann, Florian Jungbluth, Oliver Niggemann
2015 C conf
An FPGA based FIFO with efficient memory management.
ETFA
Stefan Windmann, Jürgen Jasperneite
2015 — conf
Automatic model separation and application for diagnosis in industrial automation systems.
ICIT
Stefan Windmann, Oliver Niggemann
2015 C conf
Efficient fault detection for industrial automation processes with observable process variables.
INDIN
Stefan Windmann, Oliver Niggemann
2015 — conf
Energy efficiency optimization by automatic coordination of motor speeds in conveying systems.
ICIT
Stefan Windmann, Oliver Niggemann, Heiko Stichweh
2015 — conf
Evaluation of Model-Based Condition Monitoring Systems in Industrial Application Cases.
ML4CPS
Stefan Windmann, Jens Eickmeyer, Florian Jungbluth, Johann Badinger, Oliver Niggemann
2015 C conf
MapReduce algorithms for efficient generation of CPS models from large historical data sets.
ETFA
Stefan Windmann, Oliver Niggemann
2013 C conf
A stochastic method for the detection of anomalous energy consumption in hybrid industrial systems.
INDIN
Stefan Windmann, Shuo Jiao, Oliver Niggemann, Holger Borcherding
2013 C conf
The importance of model-learning for the analysis of the energy consumption of production plants.
ETFA
Syed Shiraz Gilani, Stefan Windmann, Florian Pethig, Björn Kroll, Oliver Niggemann
2009 J jnl
Approaches to Iterative Speech Feature Enhancement and Recognition.
IEEE Trans. Speech Audio Process.
Stefan Windmann, Reinhold Haeb-Umbach
2009 J jnl
Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition.
IEEE Trans. Speech Audio Process.
Stefan Windmann, Reinhold Haeb-Umbach
2008 — —
Ausnutzung zeitlicher Redundanzen der cepstralen Sprachmerkmale für die automatische Spracherkennung.
Stefan Windmann
2008 Misc conf
Modeling the dynamics of speech and noise for speech feature enhancement in ASR.
ICASSP
Stefan Windmann, Reinhold Haeb-Umbach
2007 A conf
An approach to iterative speech feature enhancement and recognition.
INTERSPEECH
Stefan Windmann, Reinhold Haeb-Umbach
2006 — conf
Iterative Speech Enhancement using a Non-Linear Dynamic State Model of Speech and its Parameters.
ICASSP (1)
Stefan Windmann, Reinhold Haeb-Umbach