Publikationen_1920x250_Detail
In: International Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE '17) pp. 69-82, Springer

Managing Complexity: Towards Intelligent Error-Handling Assistance Trough

Sebastian Büttner¹, Paul Wunderlich, Mario Heinz, Oliver Niggemann², Carsten Röcker²
Aug 2017

The current trend of integrating machines and factories into cyber-physical systems (CPS) creates an enormous complexity for operators of such systems. Especially the search for the root cause of cascading failures becomes highly time-consuming. Within this paper, we address the question on how to help human users to better and faster understand root causes of such situations. We propose a concept of interactive alarm flood reduction and present the implementation of a first vertical prototype for such a system. We consider this prototype as a first artifact to be discussed by the research community and aim towards an incremental further development of the system in order to support humans in complex error situations.

Literatur Beschaffung: International Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE '17) pp. 69-82, Springer
@book{Managing Complexity: Towards Intelligent Error-Handling Assistance Trough,
author= {Büttner, Sebastian and Wunderlich, Paul and Heinz, Mario and Niggemann, Oliver and Röcker, Carsten},
title= {Managing Complexity: Towards Intelligent Error-Handling Assistance Trough},
abstract= {The current trend of integrating machines and factories into cyber-physical systems (CPS) creates an enormous complexity for operators of such systems. Especially the search for the root cause of cascading failures becomes highly time-consuming. Within this paper, we address the question on how to help human users to better and faster understand root causes of such situations. We propose a concept of interactive alarm flood reduction and present the implementation of a first vertical prototype for such a system. We consider this prototype as a first artifact to be discussed by the research community and aim towards an incremental further development of the system in order to support humans in complex error situations.},
booktitle= {International Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE '17) pp. 69-82},
year= {2017},
month= {Aug},
publisher= {Springer},
address= {Reggio Calabria, Italien},
editor= {},
pages= {0},
organisation= {},
}

¹ Erstautoren
² Letztautoren