Global sensitivity analysis of the impact of impurities on CO2 pipeline failure

S. Brown, J. Beck*, H. Mahgerefteh, E. S. Fraga

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

33 Scopus citations

Abstract

This paper describes the testing, comparison and application of global sensitivity techniques for the study of the impact of the stream impurities on CO2 pipeline failure. Global sensitivity analysis through non-intrusive generalised polynomial chaos expansion with sparse grids is compared to more common techniques and is found to achieve superior convergence rate to crude Monte Carlo, quasi-Monte Carlo and EFAST for functions with up to a moderate level of roughness. This methodology is then applied to the hypothetical full bore rupture of a 1 km CO2 pipeline at 150 bara and 283.15 K. The sensitivity of the ensuing outflow to the composition of a quaternary mixture of CO2 with N2, CH4 and O2 as representative stream impurities. The results indicate that the outflow rate is highly sensitive to the composition during the early stages of depressurisation, where the effect of the impurities on phase equilibria has a significant impact on the outflow.

Original languageEnglish
Pages (from-to)43-54
Number of pages12
JournalReliability Engineering and System Safety
Volume115
DOIs
StatePublished - 2013
Externally publishedYes

Keywords

  • Failure consequence analysis
  • Generalised polynomial chaos
  • Global sensitivity analysis
  • Sparse grid
  • Uncertainty quantification

ASJC Scopus subject areas

  • Safety, Risk, Reliability and Quality
  • Industrial and Manufacturing Engineering

Fingerprint

Dive into the research topics of 'Global sensitivity analysis of the impact of impurities on CO2 pipeline failure'. Together they form a unique fingerprint.

Cite this