Pregled bibliografske jedinice broj: 1136307
Application of decision trees to predict damage consequences during the progressive flooding
Application of decision trees to predict damage consequences during the progressive flooding // Developments in the Analysis and Design of Marine Structures / Amdahl, J. ; Guedes Soares, C. (ur.).
London : Delhi: CRC Press ; A.A. Balkema Publishers ; Taylor & Francis, 2021. str. 515-523 doi:10.1201/9781003230373-58 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1136307 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Application of decision trees to predict damage consequences during the progressive flooding
Autori
Braidotti, Luca ; Prpić-Oršić, Jasna ; Valčić, Marko
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Developments in the Analysis and Design of Marine Structures
/ Amdahl, J. ; Guedes Soares, C. - London : Delhi : CRC Press ; A.A. Balkema Publishers ; Taylor & Francis, 2021, 515-523
ISBN
978-1-032-13665-3
Skup
8th International Conference on Marine Structures (MARSTRUCT 2021)
Mjesto i datum
Trondheim, Norveška, 07.06.2021. - 09.06.2021
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
progressive flooding simulations ; damage consequences ; onboard decision support systems ; decision trees ; Monte Carlo simulations
Sažetak
Support Systems (DSS) rely on flooding sensors, thus cannot be adopted on the large majority of the existing fleet without a costly retrofit of the flooding de-tection system. Here an alternative has been proposed to assess the main flooding consequences from the time evolution of the floating position, which can be recorded with a very basic set of sensors. Here the decision trees are employed to assess the final fate of the ship, the damaged compartments and estimate the time-to-flood. Decision trees are here trained by means of two types of databases of progressive flooding simulations: one based on Monte Carlo (MC) generation of damages according to SOLAS probability distributions and a parametric one. The method has been tested on barge geometry employing another MC database for validation purposes.
Izvorni jezik
Engleski
Znanstvena područja
Brodogradnja, Tehnologija prometa i transport, Informacijske i komunikacijske znanosti
POVEZANOST RADA
Projekti:
IP-2018-01-3739 - Sustav potpore odlučivanju za zeleniju i sigurniju plovidbu brodova (DESSERT) (Prpić-Oršić, Jasna, HRZZ - 2018-01) ( CroRIS)
NadSve-Sveučilište u Rijeci-UNIRI_TEHNIC‐18‐18‐1146 - Nesigurnosti procjene brzine broda u pri realnim vremenskim uvjetima (Prpić-Oršić, Jasna, NadSve ) ( CroRIS)
Ustanove:
Tehnički fakultet, Rijeka,
Sveučilište u Zadru
