We develop a numerical method for the computation of a minimal convex and compact set, , in the sense of mean width. This minimisation is constrained by the requirement that for all unit vectors given some Lipschitz function .
This problem arises in the construction of environmental contours under the assumption of convex failure sets. Environmental contours offer descriptions of extreme environmental conditions commonly applied for reliability analysis in the early design phase of marine structures. Usually, they are applied in order to reduce the number of computationally expensive response analyses needed for reliability estimation.
We solve this problem by reformulating it as a linear programming problem. Rigorous convergence analysis is performed, both in terms of convergence of mean widths and in the sense of the Hausdorff metric. Additionally, numerical examples are provided to illustrate the presented methods.
Keywords: Environmental Contours, Linear Programming, Structural Reliability
Åsmund Hausken Sande 1; Johan S. Wind 1
@article{SMAI-JCM_2024__10__55_0, author = {\r{A}smund Hausken Sande and Johan S. Wind}, title = {Minimal {Convex} {Environmental} {Contours}}, journal = {The SMAI Journal of computational mathematics}, pages = {55--83}, publisher = {Soci\'et\'e de Math\'ematiques Appliqu\'ees et Industrielles}, volume = {10}, year = {2024}, doi = {10.5802/smai-jcm.106}, language = {en}, url = {https://smai-jcm.centre-mersenne.org/articles/10.5802/smai-jcm.106/} }
TY - JOUR AU - Åsmund Hausken Sande AU - Johan S. Wind TI - Minimal Convex Environmental Contours JO - The SMAI Journal of computational mathematics PY - 2024 SP - 55 EP - 83 VL - 10 PB - Société de Mathématiques Appliquées et Industrielles UR - https://smai-jcm.centre-mersenne.org/articles/10.5802/smai-jcm.106/ DO - 10.5802/smai-jcm.106 LA - en ID - SMAI-JCM_2024__10__55_0 ER -
%0 Journal Article %A Åsmund Hausken Sande %A Johan S. Wind %T Minimal Convex Environmental Contours %J The SMAI Journal of computational mathematics %D 2024 %P 55-83 %V 10 %I Société de Mathématiques Appliquées et Industrielles %U https://smai-jcm.centre-mersenne.org/articles/10.5802/smai-jcm.106/ %R 10.5802/smai-jcm.106 %G en %F SMAI-JCM_2024__10__55_0
Åsmund Hausken Sande; Johan S. Wind. Minimal Convex Environmental Contours. The SMAI Journal of computational mathematics, Volume 10 (2024), pp. 55-83. doi : 10.5802/smai-jcm.106. https://smai-jcm.centre-mersenne.org/articles/10.5802/smai-jcm.106/
[1] Combining contours of significant wave height and peak period with platform response distributions for predicting design response, Marine Structures, Volume 23 (2010) no. 2, pp. 147-163 | DOI
[2] Buffered environmental contours, Safety and Reliability–Safe Societies in a Changing World, CRC Press, 2018, pp. 2285-2292 | DOI
[3] Recommended Practice DNV-RP-C205 on environmental conditions and environmental loads, Det Norske Veritas Oslo, Norway, 2019 (Amended: Sep, 2021)
[4] Reliability analysis and response based design of a moored FPSO in West Africa, Structural Safety, Volume 41 (2013), pp. 82-96 | DOI
[5] Long-term extreme response analysis of a long-span pontoon bridge, Marine Structures, Volume 58 (2018), pp. 154-171 | DOI
[6] Environmental contours as Voronoi cells, Extremes, Volume 25 (2022) no. 3, pp. 451-486 | DOI | MR | Zbl
[7] et al. A benchmarking exercise for environmental contours, Ocean Engineering, Volume 236 (2021), p. 109504 | DOI
[8] Environmental contour lines: A method for estimating long term extremes by a short term analysis, SNAME Maritime Convention (2008) (D011S002R005)
[9] Environmental contours and time dependence, Proceedings of the 33nd European Safety and Reliability Conference (2023), pp. 1290-1297 | DOI
[10] Convex environmental contours, Ocean Engineering, Volume 235 (2021), 109366 | DOI
[11] A new approach to environmental contours for ocean engineering applications based on direct Monte Carlo simulations, Ocean Engineering, Volume 60 (2013), pp. 124-135 | DOI
[12] Alternative environmental contours for structural reliability analysis, Structural Safety, Volume 54 (2015), pp. 32-45 | DOI
[13] A comparison of stochastic process models for definition of design contours, Structural Safety, Volume 30 (2008) no. 6, pp. 493-505 | DOI
[14] Model-free environmental contours in higher dimensions, Ocean Engineering, Volume 273 (2023), 113959 | DOI
[15] On the completeness of a certain metric space with an application to Blaschke’s selection theorem, Bull. Am. Math. Soc., Volume 46 (1940), pp. 278-280 | DOI | MR | Zbl
[16] Convex analysis, 11, Princeton University Press, 1997
[17] et al. On environmental contours for marine and coastal design, Ocean Engineering, Volume 195 (2020), 106194 | DOI
[18] On the long-term response of marine structures, Applied Ocean Research, Volume 33 (2011) no. 3, pp. 208-214 | DOI
[19] Convex Environmental Contours for Non-Stationary Processes (2023) | arXiv
[20] 3-dimensional environmental contours based on a direct sampling method for structural reliability analysis of ships and offshore structures, Ships and Offshore Structures, Volume 14 (2019) no. 1, pp. 74-85 | DOI
[21] Analysing multivariate extreme conditions using environmental contours and accounting for serial dependence, Renewable Energy, Volume 202 (2023), pp. 470-482 | DOI
[22] Stochastic modelling of long-term trends in the wave climate and its potential impact on ship structural loads, Applied Ocean Research, Volume 37 (2012), pp. 235-248 | DOI
[23] Environmental parameters for extreme response: Inverse FORM with omission factors, Proceedings of the ICOSSAR-93, Innsbruck, Austria, 1993, pp. 551-557
Cited by Sources: