Research progress on intelligent optimization techniques for energy-efficient design of ship hull forms
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arXiv
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| Hauptverfasser: | , , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2024
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| _version_ | 1866913260244041728 |
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| author | Zhu, Shuwei Lv, Siying Chen, Kaifeng Fang, Wei Cao, Leilei |
| author_facet | Zhu, Shuwei Lv, Siying Chen, Kaifeng Fang, Wei Cao, Leilei |
| contents | The design optimization of ship hull form based on hydrodynamics theory and simulation-based design (SBD) technologies generally considers ship performance and energy efficiency performance as the design objective, which plays an important role in smart design and manufacturing of green ship. An optimal design of sustainable energy system requires multidisciplinary tools to build ships with the least resistance and energy consumption. Through a systematic approach, this paper presents the research progress of energy-efficient design of ship hull forms based on intelligent optimization techniques. We discuss different methods involved in the optimization procedure, especially the latest developments of intelligent optimization algorithms and surrogate models. Moreover, current development trends and technical challenges of multidisciplinary design optimization and surrogate-assisted evolutionary algorithms for ship design are further analyzed. We explore the gaps and potential future directions, so as to paving the way towards the design of the next generation of more energy-efficient ship hull form. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_05832 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Research progress on intelligent optimization techniques for energy-efficient design of ship hull forms Zhu, Shuwei Lv, Siying Chen, Kaifeng Fang, Wei Cao, Leilei Computational Engineering, Finance, and Science 41C99 J.6; I.2.8 The design optimization of ship hull form based on hydrodynamics theory and simulation-based design (SBD) technologies generally considers ship performance and energy efficiency performance as the design objective, which plays an important role in smart design and manufacturing of green ship. An optimal design of sustainable energy system requires multidisciplinary tools to build ships with the least resistance and energy consumption. Through a systematic approach, this paper presents the research progress of energy-efficient design of ship hull forms based on intelligent optimization techniques. We discuss different methods involved in the optimization procedure, especially the latest developments of intelligent optimization algorithms and surrogate models. Moreover, current development trends and technical challenges of multidisciplinary design optimization and surrogate-assisted evolutionary algorithms for ship design are further analyzed. We explore the gaps and potential future directions, so as to paving the way towards the design of the next generation of more energy-efficient ship hull form. |
| title | Research progress on intelligent optimization techniques for energy-efficient design of ship hull forms |
| topic | Computational Engineering, Finance, and Science 41C99 J.6; I.2.8 |
| url | https://arxiv.org/abs/2403.05832 |