Stefan Windmann

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 22

Top Venues

University of Paderborn, Germany (PHD)

Education History

University of Paderborn, Germany

PHD

Publications

Stefan Windmann, Tim Westerhold
Fault detection in automated production systems based on a long short-term memory autoencoder. Autom. 72 (1) (2024)
Stefan Windmann
Quantum computer-aided job scheduling for storage and retrieval systems. Autom. 72 (1) (2024)
Stefan Windmann
Petri net based diagnostic approach for concurrent discrete event systems. Autom. 72 (4) (2024)
Niels Grüttemeier, Andreas Bunte, Stefan Windmann
Optimization of a High Storage System with two Cranes per Aisle. INDIN (2023)
Stefan Windmann
Learning Petri net models from sensor data of conveying systems based on the merging of prefix and postfix trees. Autom. 70 (2) (2022)
Stefan Windmann
Data-Driven Fault Detection in Industrial Batch Processes Based on a Stochastic Hybrid Process Model. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann
An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS. INDIN (2021)
Khaled Al-Gumaei, Arthur Müller, Jan Nicolas Weskamp, Claudio Santo Longo, Florian Pethig, Stefan Windmann
Scalable Analytics Platform for Machine Learning in Smart Production Systems. ETFA (2019)
Stefan Windmann, Kaja Balzereit, Oliver Niggemann
Model-based routing in flexible manufacturing systems. Autom. 67 (2) (2019)
Stefan Windmann, Oliver Niggemann
Information Retrieval in Industrial Production Environments. ETFA (2018)
Stefan Windmann, Oliver Niggemann, Heiko Stichweh
Computation of energy efficient driving speeds in conveying systems. Autom. 66 (4) (2018)
Stefan Windmann, Oliver Niggemann
A self-configurable fault detection system for Industrial Ethernet networks. Autom. 65 (6) (2017)
Stefan Windmann, Oliver Niggemann, Holger Ruwe, Friedrich Becker
A novel self-configuration method for RFID systems in industrial production environments. ETFA (2017)
Stefan Windmann, Dorota Lang, Oliver Niggemann
Learning parallel automata of PLCs. ETFA (2017)
Stefan Windmann, Oliver Niggemann
A GPU-based method for robust and efficient fault detection in industrial automation processes. INDIN (2016)
Stefan Windmann, Oliver Niggemann
Automatic model separation and application for diagnosis in industrial automation systems. ICIT (2015)
Stefan Windmann, Oliver Niggemann
MapReduce algorithms for efficient generation of CPS models from large historical data sets. ETFA (2015)
Stefan Windmann, Florian Jungbluth, Oliver Niggemann
A HMM-based fault detection method for piecewise stationary industrial processes. ETFA (2015)
Stefan Windmann, Oliver Niggemann, Heiko Stichweh
Energy efficiency optimization by automatic coordination of motor speeds in conveying systems. ICIT (2015)
Stefan Windmann, Jürgen Jasperneite
An FPGA based FIFO with efficient memory management. ETFA (2015)
Stefan Windmann, Jens Eickmeyer, Florian Jungbluth, Johann Badinger, Oliver Niggemann
Evaluation of Model-Based Condition Monitoring Systems in Industrial Application Cases. ML4CPS (2015)
Stefan Windmann, Oliver Niggemann
Efficient fault detection for industrial automation processes with observable process variables. INDIN (2015)
Stefan Windmann, Shuo Jiao, Oliver Niggemann, Holger Borcherding
A stochastic method for the detection of anomalous energy consumption in hybrid industrial systems. INDIN (2013)
Syed Shiraz Gilani, Stefan Windmann, Florian Pethig, Bjorn Kroll, Oliver Niggemann
The importance of model-learning for the analysis of the energy consumption of production plants. ETFA (2013)
Stefan Windmann, Reinhold Haeb-Umbach
Approaches to Iterative Speech Feature Enhancement and Recognition. IEEE Trans. Speech Audio Process. 17 (5) (2009)
Stefan Windmann, Reinhold Haeb-Umbach
Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition. IEEE Trans. Speech Audio Process. 17 (8) (2009)
Stefan Windmann, Reinhold Haeb-Umbach
Modeling the dynamics of speech and noise for speech feature enhancement in ASR. ICASSP (2008)
Stefan Windmann, Reinhold Haeb-Umbach
An approach to iterative speech feature enhancement and recognition. INTERSPEECH (2007)
Stefan Windmann, Reinhold Haeb-Umbach
Iterative Speech Enhancement using a Non-Linear Dynamic State Model of Speech and its Parameters. ICASSP (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Windmann