Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2017

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

Sebastian Büttner
  • Fonction : Auteur
  • PersonId : 1026052
Paul Wunderlich
  • Fonction : Auteur
  • PersonId : 1026053
Mario Heinz
  • Fonction : Auteur
  • PersonId : 1026054
Oliver Niggemann
  • Fonction : Auteur
  • PersonId : 1026055
Carsten Röcker
  • Fonction : Auteur
  • PersonId : 1026056

Résumé

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.
Fichier principal
Vignette du fichier
456304_1_En_6_Chapter.pdf (906.88 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01677136 , version 1 (08-01-2018)

Licence

Paternité

Identifiants

Citer

Sebastian Büttner, Paul Wunderlich, Mario Heinz, Oliver Niggemann, Carsten Röcker. Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. 1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.69-82, ⟨10.1007/978-3-319-66808-6_6⟩. ⟨hal-01677136⟩
121 Consultations
141 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More