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 Büttner , Paul Wunderlich , Mario Heinz-Jakobs , Oliver Niggemann und Carsten Röcker,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
Bibtex: Download Bibtex
@book{178,
}
author | = | {Büttner, Sebastian and Wunderlich, Paul and Heinz-Jakobs, Mario and Niggemann, Oliver and Röcker, Carsten}, |
title | = | {Managing Complexity: Towards Intelligent Error-Handling Assistance Trough}, |
publisher | = | {Springer}, |
year | = | {2017}, |
volume | = | {}, |
series | = | {}, |
address | = | {Reggio Calabria, Italien}, |
edition | = | {}, |
month | = | {Aug}, |
note | = | {}, |
isbn | = | {}, |