Stefan Windmann

Quantum Mach. Intell., December, 2024

Petri net based diagnostic approach for concurrent discrete event systems.

[BibT_eX]

[DOI]

Autom., April, 2024

Fault detection in automated production systems based on a long short-term memory autoencoder.

[BibT_eX]

[DOI]

Tim Westerhold

Autom., January, 2024

Quantum computer-aided job scheduling for storage and retrieval systems.

[BibT_eX]

[DOI]

Autom., January, 2024

Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.

[BibT_eX]

[DOI]

CoRR, 2024

Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.

[BibT_eX]

[DOI]

Franziska Zelba

Kaja Balzereit

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023

Optimization of a High Storage System with two Cranes per Aisle.

[BibT_eX]

[DOI]

Niels Grüttemeier

Andreas Bunte

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022

Data-Driven Fault Detection in Industrial Batch Processes Based on a Stochastic Hybrid Process Model.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

Learning Petri net models from sensor data of conveying systems based on the merging of prefix and postfix trees.

[BibT_eX]

[DOI]

Autom., 2022

2021

An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2019

Model-based routing in flexible manufacturing systems.

[BibT_eX]

[DOI]

Kaja Balzereit

Autom., 2019

Scalable Analytics Platform for Machine Learning in Smart Production Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018

Computation of energy efficient driving speeds in conveying systems.

[BibT_eX]

[DOI]

Heiko Stichweh

Autom., 2018

Information Retrieval in Industrial Production Environments.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017

A self-configurable fault detection system for Industrial Ethernet networks.

[BibT_eX]

[DOI]

Autom., 2017

A novel self-configuration method for RFID systems in industrial production environments.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Learning parallel automata of PLCs.

[BibT_eX]

[DOI]

Dorota Lang

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016

A GPU-based method for robust and efficient fault detection in industrial automation processes.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015

Evaluation of Model-Based Condition Monitoring Systems in Industrial Application Cases.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Cyber Physical Systems, 2015

Efficient fault detection for industrial automation processes with observable process variables.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Energy efficiency optimization by automatic coordination of motor speeds in conveying systems.

[BibT_eX]

[DOI]

Heiko Stichweh

Proceedings of the IEEE International Conference on Industrial Technology, 2015

Automatic model separation and application for diagnosis in industrial automation systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2015

MapReduce algorithms for efficient generation of CPS models from large historical data sets.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

A HMM-based fault detection method for piecewise stationary industrial processes.

[BibT_eX]

[DOI]

Florian Jungbluth

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

An FPGA based FIFO with efficient memory management.

[BibT_eX]

[DOI]

Jürgen Jasperneite

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2013

A stochastic method for the detection of anomalous energy consumption in hybrid industrial systems.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

The importance of model-learning for the analysis of the energy consumption of production plants.

[BibT_eX]

[DOI]

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2009

Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2009

Approaches to Iterative Speech Feature Enhancement and Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2009

2008

Ausnutzung zeitlicher Redundanzen der cepstralen Sprachmerkmale für die automatische Spracherkennung.

[BibT_eX]

[DOI]

PhD thesis, 2008

Modeling the dynamics of speech and noise for speech feature enhancement in ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

An approach to iterative speech feature enhancement and recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

2006

Iterative Speech Enhancement using a Non-Linear Dynamic State Model of Speech and its Parameters.

[BibT_eX]

[DOI]