| Modeling of Multi-Freedom Ship Motions in Irregular Waves with Fuzzy Neural Networks |
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| 引用本文： | 余建星,陆培毅,高喜峰,夏锦祝. Modeling of Multi-Freedom Ship Motions in Irregular Waves with Fuzzy Neural Networks[J]. 中国海洋工程, 2003, 17(2) |
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| 作者姓名： | 余建星 陆培毅 高喜峰 夏锦祝 |
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| 作者单位： | School of Civil Engineering，Tianjin University，School of Civil Engineering，Tianjin University，School of Civil Engineering，Tianjin University，School of Civil Engineering，Tianjin University Tianjin 300072，China，Tianjin 300072，China，Tianjin 300072，China，Tianjin 300072，China |
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| 摘 要： | 1 .IntroductionAshiptravelingatseaundergoesundesirablewave inducedmotions ,namely ,surge ,sway ,heav ing ,rolling ,pitchingandyaw .Thesemotionsoftencauseproblemstothecrew ,theonboardequip mentand ,intheworstcase ,thesafetyofthevessel.Tominimizethewave inducedshipmotions ,controlsystemsmaybeapplied .Theaccuratemodelingofshipmotionsisthereforeveryimportantforshipdesignanddesignofmotioncontrolsystems .Manyresearchershavedevelopedshipmotionpredictionmethodsbasedonthepotentialflowtheo ries (Dong ,…
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Modeling of Multi-Freedom Ship Motions in Irregular Waves with Fuzzy Neural Networks |
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| YU Jian-xing ,LU Pei-yi GAO Xi-feng and XIA Jin-zhu School of Civil Engineering,Tianjin University,Tianjin ,China. Modeling of Multi-Freedom Ship Motions in Irregular Waves with Fuzzy Neural Networks[J]. China Ocean Engineering, 2003, 17(2) |
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| Authors: | YU Jian-xing LU Pei-yi GAO Xi-feng XIA Jin-zhu School of Civil Engineering Tianjin University Tianjin China |
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| Affiliation: | YU Jian-xing 1,LU Pei-yi GAO Xi-feng and XIA Jin-zhu School of Civil Engineering,Tianjin University,Tianjin 300072,China |
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| Abstract: | In this paper, the neural network technology is combined with the fuzzy set theory to model the wave-induced ship motions in irregular seas. This combination makes possible the handling of a non-linear dynamic system with insufficient input information. The numerical results from the strip theory are used to train the networks and to demonstrate the validity of the proposed procedure. |
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| Keywords: | strip theory ship motions neural network fuzzy logic system modeling |
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