Uncertainty analysis for a large-scale transient simulation of a notional all-electric ship pulse load charging scenario

J. Langston, J. Taylor, F. Hover, J. Simpson, M. Steurer, T. Baldwin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Abstract

The impact of a pulse load charging event on a notional all-electric ship is investigated through simulation in the context of uncertainty in the parameters of the system and event. In order to efficiently carry out the study, the system is modeled on a large-scale parallel processor simulator. A surrogate modeling approach is used to characterize the behavior of the system for the purposes of sensitivity and uncertainty analysis. As a second approach for the uncertainty analysis, direct integration is carried out on the simulation using a dimension adaptive collocation procedure.

Original languageEnglish (US)
Title of host publicationProceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008
Pages445-452
Number of pages8
StatePublished - 2008
Externally publishedYes
Event10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008 - Rincon, Puerto Rico
Duration: May 25 2008May 29 2008

Publication series

NameProceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008

Conference

Conference10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008
Country/TerritoryPuerto Rico
CityRincon
Period5/25/085/29/08

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Energy Engineering and Power Technology

Keywords

  • Power system modeling
  • Power system simulation
  • Sensitivity
  • Uncertainty

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