Value of information-based inspection, monitoring, and damage detection system planning
(2019) 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019- Abstract
Inspections, Structural Health Monitoring (SHM), and Damage Detection System (DDS) are integral parts of structural integrity management (SIM) to ensure the structural performance and the required safety. This paper describes novel approaches on how the outcomes of Structural Health Monitoring (SHM) can be modeled, predicted, and combined with inspection planning in the frame of pre-posterior decision analysis and utilized for an optimization of the SIM. The SIM is hereby formulated for a deteriorating structural system subjected to extreme loading with the objective to minimize the risk and expected costs for an envisaged and extended service life. Due to the complexity of the decision analysis for this type of problem, several... (More)
Inspections, Structural Health Monitoring (SHM), and Damage Detection System (DDS) are integral parts of structural integrity management (SIM) to ensure the structural performance and the required safety. This paper describes novel approaches on how the outcomes of Structural Health Monitoring (SHM) can be modeled, predicted, and combined with inspection planning in the frame of pre-posterior decision analysis and utilized for an optimization of the SIM. The SIM is hereby formulated for a deteriorating structural system subjected to extreme loading with the objective to minimize the risk and expected costs for an envisaged and extended service life. Due to the complexity of the decision analysis for this type of problem, several simplifications and a decision rule are derived and discussed to reduce the computational costs. An application example with a deteriorating brittle Daniels system is presented and discussed. The example shows SHM and DDS can be utilized together with inspections to further optimize SIM strategy and reduce the expected costs over the service life.
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- author
- Agusta, Arifian ; Thöns, Sebastian LU and Sørensen, John D.
- publishing date
- 2019-01-01
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- host publication
- 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13Seoul, South Korea, May 26-30, 2019
- pages
- 8 pages
- publisher
- Library of Seoul National University
- conference name
- 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2019
- conference location
- Seoul, Korea, Republic of
- conference dates
- 2019-05-26 - 2019-05-30
- external identifiers
-
- scopus:85083953995
- DOI
- 10.22725/ICASP13.352
- language
- English
- LU publication?
- no
- id
- 7bdddd86-fa3b-4113-a423-51da1764bfe9
- date added to LUP
- 2020-09-08 18:58:00
- date last changed
- 2021-06-28 12:58:35
@inproceedings{7bdddd86-fa3b-4113-a423-51da1764bfe9,
abstract = {{<p>Inspections, Structural Health Monitoring (SHM), and Damage Detection System (DDS) are integral parts of structural integrity management (SIM) to ensure the structural performance and the required safety. This paper describes novel approaches on how the outcomes of Structural Health Monitoring (SHM) can be modeled, predicted, and combined with inspection planning in the frame of pre-posterior decision analysis and utilized for an optimization of the SIM. The SIM is hereby formulated for a deteriorating structural system subjected to extreme loading with the objective to minimize the risk and expected costs for an envisaged and extended service life. Due to the complexity of the decision analysis for this type of problem, several simplifications and a decision rule are derived and discussed to reduce the computational costs. An application example with a deteriorating brittle Daniels system is presented and discussed. The example shows SHM and DDS can be utilized together with inspections to further optimize SIM strategy and reduce the expected costs over the service life.</p>}},
author = {{Agusta, Arifian and Thöns, Sebastian and Sørensen, John D.}},
booktitle = {{13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13Seoul, South Korea, May 26-30, 2019}},
language = {{eng}},
month = {{01}},
publisher = {{Library of Seoul National University}},
title = {{Value of information-based inspection, monitoring, and damage detection system planning}},
url = {{http://dx.doi.org/10.22725/ICASP13.352}},
doi = {{10.22725/ICASP13.352}},
year = {{2019}},
}