• DocumentCode
    21557
  • Title

    Run Watchers: Automatic Simulation-Based Decision Support in Flood Management

  • Author

    Konev, Artem ; Waser, Jurgen ; Sadransky, Bernhard ; Cornel, Daniel ; Perdigao, Rui A. P. ; Horvath, Zsolt ; Groller, M. Eduard

  • Author_Institution
    VRVis Vienna, Vienna, Austria
  • Volume
    20
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 31 2014
  • Firstpage
    1873
  • Lastpage
    1882
  • Abstract
    In this paper, we introduce a simulation-based approach to design protection plans for flood events. Existing solutions require a lot of computation time for an exhaustive search, or demand for a time-consuming expert supervision and steering. We present a faster alternative based on the automated control of multiple parallel simulation runs. Run Watchers are dedicated system components authorized to monitor simulation runs, terminate them, and start new runs originating from existing ones according to domain-specific rules. This approach allows for a more efficient traversal of the search space and overall performance improvements due to a re-use of simulated states and early termination of failed runs. In the course of search, Run Watchers generate large and complex decision trees. We visualize the entire set of decisions made by Run Watchers using interactive, clustered timelines. In addition, we present visualizations to explain the resulting response plans. Run Watchers automatically generate storyboards to convey plan details and to justify the underlying decisions, including those which leave particular buildings unprotected. We evaluate our solution with domain experts.
  • Keywords
    data visualisation; decision support systems; decision trees; emergency management; floods; automated control; complex decision trees; computation time; decision making; disaster management; domain-specific rules; flood events; flood management; multiple parallel simulation runs; run watcher; search space; time-consuming expert supervision-and-steering; visualizations; Buildings; Computational modeling; Data visualization; Decision making; Decision trees; Monitoring; Visual analytics; Disaster management; decision making; simulation control; storytelling; visual evidence;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/TVCG.2014.2346930
  • Filename
    6875941