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
Paul Wunderlich , Mario Heinz , Sebastian Büttner , Oliver Niggemann und Carsten Röcker,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.
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International Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE '17) pp. 69-82, Springer
Bibtex: Download Bibtex
@book{178,
}
author | = | {Wunderlich, Paul and Heinz, Mario and Büttner, Sebastian 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 | = | {}, |