Polar vessel hullform design based on the multi-objective optimization NSGA II
<b>[Objectives]</b> With the increasing exploitation of the Arctic abundant oil and gas resources, a large number of ships which meet the polar navigational requirements are needed.<b>[Methods]</b> In this paper, the fast elitist Non-Dominated Sorting Genetic Algorithm (NSGA...
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Editorial Office of Chinese Journal of Ship Research
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doaj-0ea57e1cd73f49c3af59521d21e61c672020-11-24T22:37:37ZengEditorial Office of Chinese Journal of Ship ResearchZhongguo Jianchuan Yanjiu1673-31851673-31852017-12-01126667210.3969/j.issn.1673-3185.2017.06.010201706010Polar vessel hullform design based on the multi-objective optimization NSGA IIDUAN Fei0ZHANG Lijun1CHEN Ge2JIANG Haining3ZHANG Qi4Technology R & D Center, COSCO Shipping Heavy Industry CO. LTD, Dalian 116000, ChinaTechnology R & D Center, COSCO Shipping Heavy Industry CO. LTD, Dalian 116000, ChinaTechnology R & D Center, COSCO Shipping Heavy Industry CO. LTD, Dalian 116000, ChinaTechnology R & D Center, COSCO Shipping Heavy Industry CO. LTD, Dalian 116000, ChinaTechnology R & D Center, COSCO Shipping Heavy Industry CO. LTD, Dalian 116000, China<b>[Objectives]</b> With the increasing exploitation of the Arctic abundant oil and gas resources, a large number of ships which meet the polar navigational requirements are needed.<b>[Methods]</b> In this paper, the fast elitist Non-Dominated Sorting Genetic Algorithm (NSGA Ⅱ) is applied to the hull optimization, and the multi-objective optimization method of polar vessel design is proposed. With the optimization goal of resistance and icebreaking resistance, filtering hull forms through the standard of polar vessel displacement and EEDI, fast ship hull optimization that satisfy the ice-ship dead weight and EEDI requirements has been achieved. Taking a 65 000 t shuttle tanker as an example, full parametric modeling method is adopted, the hull optimization of three different bow forms is conducted through the polar vessel multi-objective optimization method.<b>[Results]</b> The ship hull after optimization can satisfy the IA class navigation require, where the resistance in calm water decreases up to 12.94%, and the minimum propulsion power in ice field has a 27.36% reduction.<b>[Conclusions]</b> The feasibility and validity of the NSGA Ⅱ applying in polar vessel design is verified.http://www.ship-research.com/EN/Y2017/V12/I6/66polar vesselmulti-objective optimization methodNSGA IIhull design |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
DUAN Fei ZHANG Lijun CHEN Ge JIANG Haining ZHANG Qi |
spellingShingle |
DUAN Fei ZHANG Lijun CHEN Ge JIANG Haining ZHANG Qi Polar vessel hullform design based on the multi-objective optimization NSGA II Zhongguo Jianchuan Yanjiu polar vessel multi-objective optimization method NSGA II hull design |
author_facet |
DUAN Fei ZHANG Lijun CHEN Ge JIANG Haining ZHANG Qi |
author_sort |
DUAN Fei |
title |
Polar vessel hullform design based on the multi-objective optimization NSGA II |
title_short |
Polar vessel hullform design based on the multi-objective optimization NSGA II |
title_full |
Polar vessel hullform design based on the multi-objective optimization NSGA II |
title_fullStr |
Polar vessel hullform design based on the multi-objective optimization NSGA II |
title_full_unstemmed |
Polar vessel hullform design based on the multi-objective optimization NSGA II |
title_sort |
polar vessel hullform design based on the multi-objective optimization nsga ii |
publisher |
Editorial Office of Chinese Journal of Ship Research |
series |
Zhongguo Jianchuan Yanjiu |
issn |
1673-3185 1673-3185 |
publishDate |
2017-12-01 |
description |
<b>[Objectives]</b> With the increasing exploitation of the Arctic abundant oil and gas resources, a large number of ships which meet the polar navigational requirements are needed.<b>[Methods]</b> In this paper, the fast elitist Non-Dominated Sorting Genetic Algorithm (NSGA Ⅱ) is applied to the hull optimization, and the multi-objective optimization method of polar vessel design is proposed. With the optimization goal of resistance and icebreaking resistance, filtering hull forms through the standard of polar vessel displacement and EEDI, fast ship hull optimization that satisfy the ice-ship dead weight and EEDI requirements has been achieved. Taking a 65 000 t shuttle tanker as an example, full parametric modeling method is adopted, the hull optimization of three different bow forms is conducted through the polar vessel multi-objective optimization method.<b>[Results]</b> The ship hull after optimization can satisfy the IA class navigation require, where the resistance in calm water decreases up to 12.94%, and the minimum propulsion power in ice field has a 27.36% reduction.<b>[Conclusions]</b> The feasibility and validity of the NSGA Ⅱ applying in polar vessel design is verified. |
topic |
polar vessel multi-objective optimization method NSGA II hull design |
url |
http://www.ship-research.com/EN/Y2017/V12/I6/66 |
work_keys_str_mv |
AT duanfei polarvesselhullformdesignbasedonthemultiobjectiveoptimizationnsgaii AT zhanglijun polarvesselhullformdesignbasedonthemultiobjectiveoptimizationnsgaii AT chenge polarvesselhullformdesignbasedonthemultiobjectiveoptimizationnsgaii AT jianghaining polarvesselhullformdesignbasedonthemultiobjectiveoptimizationnsgaii AT zhangqi polarvesselhullformdesignbasedonthemultiobjectiveoptimizationnsgaii |
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1725716292649877504 |