Research on equipment layout optimization of ship engine room based on two-stage multi-objective intelligent design method

Jincheng LI; Tun LIU; Bo LING; Zhenqiao ZHU; Mengxiong YE; Shuling YANG; Yukun FENG; Zuogang CHEN

doi:10.19693/j.issn.1673-3185.03958

Chinese Journal of Ship Research, Volume. 19, Issue 6, 150(2024)

Research on equipment layout optimization of ship engine room based on two-stage multi-objective intelligent design method

Jincheng LI¹, Tun LIU¹, Bo LING¹, Zhenqiao ZHU¹, Mengxiong YE¹, Shuling YANG^2,3, Yukun FENG^2,3, and Zuogang CHEN^2,3

Author Affiliations

¹Wuhan Second Ship Design and Research Institute, Wuhan 430205, China

²State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

³School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

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References(8)

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[7] WANG Y L, JIANG Y B, GU Y J et al. Intelligent 3D layout optimization design of ship engine room based on knowledge-based engineering[J]. Ocean Engineering, 295, 116966(2024).

[10] BAKER B S, SCHWARZ J S. Shelf algorithms for two-dimensional packing problems[J]. SIAM Journal on Computing, 12, 508-525(1983).

[11] WEI L J, OON W C, ZHU W B et al. A skyline heuristic for the 2D rectangular packing and strip packing problems[J]. European Journal of Operational Research, 215, 337-346(2011).

[12] DEB K, PRATAP A, AGARWAL S et al. A fast and elitist multiobjective genetic algorithm: NSGA-II[J]. IEEE Transactions on Evolutionary Computation, 6, 182-197(2002).

[13] WANG P H, FENG Y K, CHEN Z G et al. Study of a hull form optimization system based on a Gaussian process regression algorithm and an adaptive sampling strategy, Part II: multi-objective optimization[J]. Ocean Engineering, 286, 115501(2023).

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Jincheng LI, Tun LIU, Bo LING, Zhenqiao ZHU, Mengxiong YE, Shuling YANG, Yukun FENG, Zuogang CHEN. Research on equipment layout optimization of ship engine room based on two-stage multi-objective intelligent design method[J]. Chinese Journal of Ship Research, 2024, 19(6): 150

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Paper Information

Category: Theory and Method of Intelligent Design for Ship and Ocean Engineering

Received: May. 29, 2024

Accepted: Nov. 5, 2024

Published Online: Mar. 14, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.03958

Topics

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