Technical Papers
Mar 17, 2021

Selecting the Optimal Factor of Safety or Probability of Liquefaction Triggering for Engineering Projects Based on Misprediction Costs

Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 147, Issue 6

Abstract

In deterministic evaluations, liquefaction triggering potential is assessed by comparing the computed factor-of-safety (FS) against liquefaction triggering to some minimal acceptable FS. While some guidelines are available for selecting the minimal acceptable FS, there is no standard value. Herein, Receiver Operating Characteristic (ROC) analyses are used to develop an approach for selecting the optimal minimal acceptable FS (i.e., optimal FS) for a project based on the relative costs of mispredictions. Utilizing different liquefaction triggering models and their associated case-history databases, relationships are established between the optimal FS and the ratio of the cost of a false-positive prediction to the cost of a false-negative prediction (i.e., cost ratio, CR). Also, by combining the FS data from different models, a “generic” FS-CR relationship is developed that “averages out” the degree of conservatism inherent to the individual triggering models. Similarly, relationships relating the optimal probability of liquefaction triggering (PL) to CR are developed for the probabilistic variants of the triggering models, as well as a generic PL-CR curve.

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Data Availability Statement

Some or all data, models, or code that support the findings of this paper are available from the corresponding author upon reasonable request.

Acknowledgments

The authors greatly acknowledge the funding support through the National Science Foundation (NSF) Grant Nos. CMMI-1435494, CMMI-1751216, CMMI-1825189, and CMMI-1937984, as well as Pacific Earthquake Engineering Research Center (PEER) Grant No. 1132-NCTRBM and U.S. Geological Survey (USGS) Award No. G18AP-00006. However, any opinions, findings, and conclusions or recommendations expressed in this paper are those of the authors and do not necessarily reflect the views of NSF, PEER, or USGS.

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Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 147Issue 6June 2021

History

Received: Mar 30, 2020
Accepted: Jan 8, 2021
Published online: Mar 17, 2021
Published in print: Jun 1, 2021
Discussion open until: Aug 17, 2021

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Authors

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Sneha Upadhyaya, S.M.ASCE [email protected]
Graduate Student, Dept. of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061. Email: [email protected]
Brett W. Maurer, M.ASCE [email protected]
Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Washington, Seattle, WA 98195. Email: [email protected]
Professor, Dept. of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061 (corresponding author). ORCID: https://orcid.org/0000-0002-5648-2331. Email: [email protected]
Professor, Dept. of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24061. ORCID: https://orcid.org/0000-0002-8384-4721. Email: [email protected]

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