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All Journal Jurnal Rekayasa Sistem Industri IJOG : Indonesian Journal on Geoscience JGE (Jurnal Geofisika Eksplorasi) IJOCE (International Journal of Offshore and Coastal Engineering) ABDIMAS SILIWANGI Jurnal Geofisika Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Pengabdian UNDIKMA
Waskito Pranowo
Geophysical Engineering, Faculty Of Exploration And Production Technology Universitas Pertamina, Jakarta,
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Bivariate Archimedean Copulas to Solve Complex Dependency in Marine Engineering Problems Adhitya Ryan Ramadhani; Waskito Pranowo
International Journal of Offshore and Coastal Engineering Vol. 7 No. 2 (2023)
Publisher : Department of Ocean Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25800914.v7i2.2368

Abstract

Climate change has made offshore installations suffer severe consequences from extreme marine hazards. These offshore installations were designed to withstand extreme natural hazards. Marine natural hazards commonly occur interdependently. Thus, a multivariate model to capture this complex dependence structure is necessary. Practically, modelling marine natural hazards is usually assumed to be mutually independent or correlated by a multivariate Gaussian distribution. However, this biased assumption is not relevant to capture the real dependence structure between marine parameters. Copula functions are used to model the complex dependence structure between marine parameters. A simplified case study is selected to illustrate the modelling between wave height and wind speed. Results are compared with the traditional joint probability approach to demonstrate the advantage of copula functions. The use of copula functions provides a better result to model any complex dependence structure between correlated variables.
Co-Authors Adhitya Ryan Ramadhani Adhitya Ryan Ramadhani Agus Abdullah Akbar Barrinaya Alda Ressa Nurdianingsih Alissa Bilqis Byan Wahyu Riyandwita Dicky Ahmad Zaky Edwin Brilliant Egie Wijaksono Erwin Setiawan Henry Julois Pakpahan Herminarto Nugroho Hibatullah, Muhammad Irsyad Humbang Purba Ida Herawati Iktri Madrinovella Intan Oktafiani Iskandar, Yelita Anggiane Krisdanyolan Simarmata Misbahudin Misbahudin Muhammad Akbar Barrinaya Muhammad Irsyad Hibatullah Muhammad Lubis Mulyasari, Farah Pakpahan, Henry Julois Purba, Humbang Purwo Kadarno Rafif Rajendra Widya Daniswara Randi Fermana Sandy Kurniawan Suhardja Sanggeni Gali Wardhana Sanggeni Gali Wardhana Simarmata, Krisdanyolan Sonny Winardhi Sonny Winardhi Sthevanie Dhita Sudrazat Sudrazat, Sthevanie Dhita Susanty, Meredita Sylvia Ayu Pradanawati Vikaliana, Resista Wardhana, Sanggeni Gali Widyanti, Sari Wijaksono, Egie