Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines
Hranisavljevic, Nemanja; Maier, Alexander; Niggemann, Oliver
Journal Article
2019Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems
Balzereit, Kaja; Maier, Alexander; Barig, Björn; Hutschenreuther, Tino; Niggemann, Oliver
Conference Paper
2019Gesteigerte Wertschöpfung in modularen Systemen: Fehlerursachenanalyse für Produktionsanlagen
Balzereit, Kaja; Maier, Alexander; Barig, Björn
Journal Article
2019Machine learning for assistance systems: Pattern-based approach to online step recognition
Fullen, Marta; Maier, Alexander; Nazarenko, Arthur; Aksu, Volkan; Jenderny, Sascha; Röcker, Carsten
Conference Paper
2019Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory
Diedrich, Alexander; Maier, Alexander; Niggemann, Oliver
Conference Paper
2016Anomaly detection in sensor data provided by combine harvesters
Gu, Ying; Bernardi, Ansgar; Steckel, Thilo; Maier, Alexander
Conference Paper
2015Anomaly detection and performance evaluation of mobile agricultural machines by analysis of big data
Steckel, Thilo; Bernardi, Ansgar; Gu, Ying; Windmann, Stefan; Maier, Alexander; Niggemann, Oliver
Conference Paper
2015Big data analysis of manufacturing processes
Windmann, Stefan; Maier, Alexander; Niggemann, Oliver; Frey, Christian; Bernardi, Ansger; Gu, Ying; Pfrommer, Holger; Steckel, Thilo; Krüger, Michael; Kraus, Robert
Conference Paper
2015Identification of timed behavior models for diagnosis in production systems
Maier, Alexander
: Niggemann, Oliver
Dissertation
2015Kognitive Architektur zum Konzeptlernen in technischen Systemen
Diedrich, Alexander; Bunte, Andreas; Maier, Alexander; Niggemann, Oliver
Conference Paper
2015On the learning of timing behavior for anomaly detection in cyber-physical production systems
Maier, Alexander; Niggemann, Oliver; Eickmeyer, Jens
Conference Paper
2014On visual analytics in plant monitoring
Tack, Tim; Maier, Alexander; Niggemann, Oliver
Conference Paper
2013Automated generation of timing models in distributed production plants
Maier, Alexander; Köster, Markus; Paiz Gatica, Carlos; Niggemann, Oliver
Conference Paper
2013A learning anomaly detection algorithm for hybrid manufacturing systems
Niggemann, Oliver; Vodencarevic, Asmir; Maier, Alexander; Windmann, Stefan; Kleine Büning, Hans
Conference Paper
2013Visuelle Anomalie-Erkennung in Produktionsanlagen
Tack, Tim; Maier, Alexander; Niggemann, Oliver
Conference Paper
2012Learning behavior models for hybrid timed systems
Niggemann, Oliver; Stein, Benno; Maier, Alexander; Vodencarevic, Asmir; Kleine Büning, H.
Conference Paper