Publikationen
Where IT
meets
Automation

Publikationen

30 Publikationen

Filter
In: Proceedings of the IEEE International Conference on Industrial Informatics (INDIN’19)

Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition

Marta Fullen¹, Alexander Maier, Arthur Nazarenko, Sascha Jenderny, Carsten Röcker²
Nov 2019
Download Bibtex
In: 24th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2019, IEEE

IoT Retrofitting Approach for the Food Industry

Santosh Kumar Panda¹, Lukasz Wisniewski, Andre Blome, Alexander Maier²
Sep 2019
Download Bibtex
In: Industrial Internet of Things, Springer

Big Data and Machine Learning for the Smart Factory - Solutions for Condition Monitoring, Diagnosis and Optimization

Alexander Maier¹, Sebastian Schriegel, Oliver Niggemann²
Oct 2017
Download Bibtex
In: Industrie 4.0 Communication Guideline Based on OPC UA, VDMA Verlag GmbH

Industrie 4.0 Communication Guideline Based on OPC UA

Florian Pethig¹, Sebastian Schriegel, Alexander Maier, Jens Otto, Stefan Windmann, Björn Böttcher, Oliver Niggemann, Jürgen Jasperneite²
Sep 2017
Download Bibtex
In: International Workshop on the Principles of Diagnosis (DX)

A Novel Anomaly Detection Algorithm for Hybrid Production Systems based on Deep Learning and Timed Automata

Nemanja Hranisavljevic¹, Oliver Niggemann, Alexander Maier²
Oct 2016
Download Bibtex
In: ndustrial Internet of Things: Cybermanufacturing Systems, Springer

Big Data and Machine Learning for the Smart Factory - Solutions for Condition Monitoring, Diagnosis and Optimization

Alexander Maier¹, Sebastian Schriegel, Oliver Niggemann²
Jun 2016
Download Bibtex
In: 12th European Workshop on Advanced Control and Diagnosis, ACD 2015

Big Data Analysis of Manufacturing Processes

Stefan Windmann¹, Alexander Maier, Oliver Niggemann, Christia Frey, Ansgar Bernardi, Ying Gu, Holger Pfrommer, Thilo Steckel, Michael Krüger, Robert Kraus²
Nov 2015
Download Bibtex

Kognitive Architektur zum Konzeptlernen in technischen Systemen

Alexander Diedrich¹, Andreas Bunte, Alexander Maier, Oliver Niggemann
Sep 2015
Download Bibtex
In: Revised Selected Papers; Series: Lecture Notes in Electrical Engineering, Springer

On Visual Analytics in Plant Monitoring

Tim Tack¹, Alexander Maier, Oliver Niggemann²
Jul 2014
Download Bibtex
In: The 12th IEEE International Conference on Industrial Informatics (INDIN 2014), IEEE

Online Passive Learning of Timed Automata for Cyber-Physical Production Systems

Alexander Maier¹
Jul 2014
Download Bibtex
In: The 24th International Workshop on Principles of Diagnosis (DX-2013), International Workshop on the Principles of Diagnosis (DX)

A Learning Anomaly Detection Algorithm for Hybrid Manufacturing Systems

Oliver Niggemann¹, Asmir Vodenčarević, Alexander Maier, Stefan Windmann, Hans Kleine Büning²
Oct 2013
Download Bibtex
In: VDI Kongress AUTOMATION 2013, VDI

Visuelle Anomalie-Erkennung in Produktionsanlagen

Tim Tack¹, Alexander Maier, Oliver Niggemann²
Jun 2013
Download Bibtex
In: IEEE International Conference on Industrial Technology (ICIT 2013)

Automated Generation of Timing Models in Distributed Production Plants

Alexander Maier¹, Markus Köster, Carlos Paiz Gatica, Oliver Niggemann²
Feb 2013
Download Bibtex
In: 2nd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013), ICPRAM

Evaluating Learning Algorithms for Stochastic Finite Automata

Asmir Vodenčarević¹, Alexander Maier, Oliver Niggemann²
Feb 2013
Download Bibtex
In: 2013 International Conference on Industrial Technology (ICIT)

Why do verification approaches in automation rarely use HIL-test?

Nikolai Schetinin¹, Natalia Moriz, Barath Kumar, Sebastian Faltinski, Oliver Niggemann, Alexander Maier
Jan 2013
Download Bibtex
In: Kommunikation in der Automation (KommA 2012), Kommunikation in der Automation (KommA)

Lernen des Zeitverhaltens in verteilten Produktionsanlagen

Alexander Maier¹, Carlos Paiz Gatica, Oliver Niggemann, Markus Köster, Jan Stefan Michels²
Nov 2012
Download Bibtex
In: 18th IEEE International Conference on Emerging Technologies and Factory Automation, IEEE

A Generic Synchronized Data Acquisition Solution for Distributed Automation Systems

Florian Pethig¹, Björn Kroll, Oliver Niggemann, Alexander Maier, Tim Tack²
Sep 2012
Download Bibtex
In: IEEE 10th International Conference on Industrial Informatics, IEEE

Detecting Anomalous Energy Consumptions in Distributed Manufacturing Systems

Sebastian Faltinski¹, Holger Flatt, Florian Pethig, Björn Kroll, Asmir Vodenčarević, Alexander Maier, Oliver Niggemann²
Jul 2012
Download Bibtex
In: Twenty-Sixth Conference on Artificial Intelligence (AAAI-12)

Learning Behavior Models for Hybrid Timed Systems

Oliver Niggemann¹, Benno Stein, Asmir Vodenčarević, Alexander Maier, Hans Kleine Büning²
Jul 2012
Download Bibtex

¹ Erstautoren
² Letztautoren