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FEM Updating of Ship Structure by The Sensitivity Equation of Transmissibility Function 基于传递函数灵敏度方程的船舶结构有限元修正
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2023-02-01 DOI: 10.52547/marineeng.18.37.28
Ahmad Izadi, A. Esfandiari
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引用次数: 0
A model of maritime accidents prediction based on multi-factor time series analysis 基于多因素时间序列分析的海事事故预测模型
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2023-01-18 DOI: 10.1080/20464177.2023.2167269
Jinhui Wang, Y. Zhou, Lei Zhuang, Long Shi, Shaogang Zhang
Effective maritime accident prediction will benefit both maritime safety management and the insurance industry. Due to the complex non-linearity and non-stationarity nature of maritime accident data, its prediction is still a challenge in the research field. An autoregressive integrated moving average with explanatory variables (ARIMAX) model was proposed to predict maritime accidents accurately, and a multi-factor accident prediction framework was developed. Additionally, the impacts of eight influencing factors on the number of maritime accidents were also investigated, and the predictions from the ARIMAX model were contrasted with those from earlier maritime accident prediction models, as well as autoregressive integrated moving average (ARIMA), back-propagation neural network (BPNN), and support vector regression (SVR). The findings imply that an increase in any one of the eight factors may increase the number of maritime accidents worldwide. The ARIMAX model, which incorporates accident factors, is accurate enough to estimate the number of global maritime accidents and outperforms the ARIMA, BPNN, and SVR models in terms of prediction precision and robustness. The ARIMAX model outperforms earlier marine accident prediction models and has good applicability.
有效的海事事故预测将有利于海事安全管理和保险业。由于海事事故数据具有复杂的非线性和非平稳性,其预测仍然是研究领域的一个挑战。为了准确预测海上事故,提出了一种自回归的带解释变量的综合移动平均(ARIMAX)模型,并建立了多因素事故预测框架。此外,还调查了八个影响因素对海事事故数量的影响,并将ARIMAX模型的预测与早期海事事故预测模型的预测以及自回归综合移动平均(ARIMA)、反向传播神经网络(BPNN)和支持向量回归(SVR)进行了对比。研究结果表明,八个因素中任何一个因素的增加都可能增加全球海事事故的数量。包含事故因素的ARIMAX模型足够准确,可以估计全球海事事故的数量,并且在预测精度和稳健性方面优于ARIMA、BPNN和SVR模型。ARIMAX模型优于早期的船舶事故预测模型,具有良好的适用性。
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引用次数: 2
Consumption-reduced manual and automatic manoeuvring with conventional vessels 使用传统船舶减少手动和自动操纵的消耗
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-13 DOI: 10.1080/20464177.2022.2154666
R. Damerius, A. Schubert, C. Rethfeldt, G. Finger, S. Fischer, G. Milbradt, M. Kurowski, M. Gluch, T. Jeinsch
Conventional ships are rarely the focus of research projects on autonomous shipping. Nevertheless, the shipping companies are very interested in reducing fuel consumption. This paper proposes a gradual approach towards ship automation which starts with the intelligent assistance of common manual steering by means of a Maneuver Assistance System (MAS). The MAS displays a manually improved manoeuvre plan and the future motion based on the current actuator commands. These two assistance functions contribute to a more conscious use of actuators which can significantly reduce power consumption. For further automation, the improved manoeuvre plan is converted into a trajectory by forward simulation, which is then used by a control system. The control system includes feed-forward and feedback control as well as an allocation system based on a simplified dynamic motion model. A cascaded structure is used, where an outer track controller provides velocity and heading commands to an inner velocity and heading controller. The paper presents the necessary framework and the application of this approach to the digitised German research vessel DENEB with the aim to gradually introduce and realise automatic manoeuvring. Results from manual and assisted manoeuvres with the DENEB are analysed and compared. Finally, first results of automatic berthing with the vessel in the port of Rostock are presented.
传统船舶很少成为自主航运研究项目的重点。然而,航运公司对减少燃料消耗非常感兴趣。本文提出了一种逐步实现船舶自动化的方法,该方法从机动辅助系统(MAS)对普通手动操舵的智能辅助开始。MAS显示手动改进的机动计划和基于当前执行器命令的未来运动。这两个辅助功能有助于更有意识地使用执行器,这可以显着降低功耗。为了进一步实现自动化,改进的机动计划通过前向仿真转换为轨迹,然后由控制系统使用。控制系统包括前馈和反馈控制以及基于简化动态运动模型的分配系统。采用级联结构,其中外部轨道控制器向内部速度和航向控制器提供速度和航向命令。本文介绍了该方法在数字化德国科考船DENEB上的必要框架和应用,旨在逐步引入和实现自动操纵。结果从手动和辅助机动与DENEB进行了分析和比较。最后,介绍了该船在罗斯托克港自动靠泊的初步结果。
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引用次数: 3
Numerical Simulation of the Effect of Ship Bulbous on Hydrodynamic Parameters 船舶球茎对水动力参数影响的数值模拟
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.54
S. Hajizadeh, Hassan Abyn, Milad Pazandehkar
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引用次数: 0
Investigation Parametric Rolling of Ships under Irregular Waves 不规则波浪作用下船舶参数横摇研究
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.32
Moein Bozorg Zadeh, M. Zareei
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引用次数: 0
An Investigation on the Possibility of Rip Current Formation in the Coastal Waters of Bushehr Province 布什尔省近海离岸流形成可能性的研究
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.14
M. Razazan, M. Ezam, A. Nasrollahi
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引用次数: 0
Numerical Study of Effluent Distribution from Konarak Desalination Plant Using Cormix 科纳拉克海水淡化厂混合污水分布的数值研究
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.1
Zakarya Azizi, M. Rezapour, M. Azhdary Moghaddam
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引用次数: 0
Adaptive Complementary Filter Based on Least Square to Attitude Estimation of Underwater Vehicle 基于最小二乘自适应互补滤波器的水下航行器姿态估计
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.69
S. Zia
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引用次数: 0
Zoning of Tidal Facies a Prerequisite of the Integrated Coastal Zone Management of Bushehr Province (Iran) 潮相区划是伊朗布什尔省海岸带综合管理的前提
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.42
Mohammadreza Gharibreza, M. Allahyar, Hamid Khalili, Rasool Ghanbari Moman
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引用次数: 0
Ultimate Strength Assessment of Cracked Stiffened Plates Using Optimized XGBoost Method 基于优化XGBoost法的开裂加筋板极限强度评估
IF 2.6 4区 工程技术 Q1 Engineering Pub Date : 2022-12-01 DOI: 10.52547/marineeng.18.36.24
M. Zareei, M. Iranmanesh
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引用次数: 0
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Journal of Marine Engineering and Technology
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