Björn Kroll

Statistics

Publications

Citations

125

H-Index

Active since

2012

Affiliations

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation(Current)

Ostwestfalen-Lippe University of Applied Sciences and Arts

Björn Kroll is an author at Fraunhofer Institute of Optronics, System Technologies and Image Exploitation specializing in systems engineering, industrial informatics, and engineering.

Top concepts

EngineeringSystems EngineeringIndustrial InformaticsData ScienceProcess ControlComputer ScienceComputer EngineeringAutomationSmart GridMachine Learning

Publications per year

2012–2014

Publications

System modeling based on machine learning for anomaly detection and predictive maintenance in industrial plants

Björn Kroll, David Schaffranek, Sebastian Schriegel et al. · 2014 · 68 citations · Full text

Anomaly Detection, Machine Learning, Engineering +23

Detecting anomalous energy consumptions in distributed manufacturing systems

Sebastian Faltinski, Holger Flatt, Florian Pethig et al. · 2012 · 34 citations · Full text

Energy Consumption, Production Plants, Engineering +15

A generic synchronized data acquisition solution for distributed automation systems

Florian Pethig, Björn Kroll, Oliver Niggemann et al. · 2012 · 13 citations · Full text

Engineering, Computer Architecture, Clock Synchronization +23

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

Syed Shiraz Gilani, Stefan Windmann, Florian Pethig et al. · 2013 · 10 citations

Engineering, Machine Learning, Energy Efficiency +23

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