Sensitivity analysis of value of information framework

M. S. Khan, S. Ghosh, J. Ghosh, C. Caprani

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

1 Citation (Scopus)

Abstract

The benefit of structural health monitoring (SHM) can possibly manifest through uncertainty reduction, risk reduction or life-cycle cost reduction. In the absence of a formal framework to establish monitoring benefits, SHM appears only as an additional cost to the stakeholders. This discourages the stakeholders from investing in health monitoring strategies. In the absence of a monetary value for the monitoring benefit, we rely on regulatory provisions to mandate effective structural health monitoring strategies. The value of information (VoI) is one such indicator that tries to formally quantify the benefits of monitoring, through its ability to arrive at optimum decisions with regards to the lifecycle management of structures. Broadly, VoI can be established through graphical methods or through a structural reliability based framework. In this paper, we briefly review the state-of-the-art on the VoI approach in structural engineering. Discussions are provided on the parameters that typically influence the VoI, followed by a case study example for VoI in fatigue cracking of steel structures. Calculations on sobol indices for the sensivitiy analysis help identify critical parameters affecting the VoI output.

Original languageEnglish
Title of host publicationMaintenance, Safety, Risk, Management and Life-Cycle Performance of Bridges - Proceedings of the 9th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2018
EditorsDan M. Frangopol, Riadh Al-Mahaidi, Colin Caprani, Nigel Powers
PublisherCRC Press
Pages2081-2088
Number of pages8
ISBN (Print)9781138730458
Publication statusPublished - 1 Jan 2018
EventInternational Conference on Bridge Maintenance, Safety and Management (IABMAS) 2018 - Melbourne Convention and Exhibition Centre, Melbourne, Australia
Duration: 9 Jul 201813 Jul 2018
Conference number: 9th
https://iabmas2018.org/
https://www.taylorfrancis.com/books/edit/10.1201/9781315189390/maintenance-safety-risk-management-life-cycle-performance-bridges-nigel-powers-dan-frangopol-riadh-al-mahaidi-colin-caprani (Proceedings)

Publication series

NameMaintenance, Safety, Risk, Management and Life-Cycle Performance of Bridges - Proceedings of the 9th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2018

Conference

ConferenceInternational Conference on Bridge Maintenance, Safety and Management (IABMAS) 2018
Abbreviated titleIABMAS 2018
Country/TerritoryAustralia
CityMelbourne
Period9/07/1813/07/18
Internet address

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