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2017 | OriginalPaper | Buchkapitel

Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction

verfasst von : Sebastian Büttner, Paul Wunderlich, Mario Heinz, Oliver Niggemann, Carsten Röcker

Erschienen in: Machine Learning and Knowledge Extraction

Verlag: Springer International Publishing

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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.

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Metadaten
Titel
Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction
verfasst von
Sebastian Büttner
Paul Wunderlich
Mario Heinz
Oliver Niggemann
Carsten Röcker
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-66808-6_6