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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Main Authors: DUAN Fei, ZHANG Lijun, CHEN Ge, JIANG Haining, ZHANG Qi
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2017-12-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
Online Access:http://www.ship-research.com/EN/Y2017/V12/I6/66
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spelling 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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