首页 > 最新文献

Polish Maritime Research最新文献

英文 中文
Evaluation of Geometrical Influence on the Hydrodynamic Characteristics and Power Absorption of Vertical Axisymmetric Wave Energy Converters in Irregular Waves 垂直轴对称波能转换器在不规则波浪中水动力特性和吸能的几何影响评价
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0029
Wanchao Zhang, Yang Zhu, Shuxu Liu, Jianhua Wang, Wentian Zhang
Abstract To obtain the mechanical energy of waves from arbitrary directions, the vibration absorbers of wave energy converters (WEC) are usually vertically axisymmetric. In such case, the wave-body interaction hydrodynamics is an essential research topic to obtain high-efficiency wave energy. In this paper, a semi-analytical method of decomposing the complex axisymmetric boundary into several ring-shaped stepped surfaces based upon the boundary approximation method (BAM) is introduced and examined. The hydrodynamic loads and parameters, such as the wave excitation forces, added mass and radiation damping of the vertical axisymmetric oscillating buoys, can then be achieved by using the new boundary discretisation method. The calculations of the wave forces and hydrodynamic coefficients show good convergence with the number of discretisation increases. Comparison between the constringent results and the results of the conventional method also verifies the feasibility of the method. Then, simulations and comparisons of the hydrodynamic forces, motions and wave power conversions of the buoys with series draught and displacement ratios in regular and irregular waves are conducted. The calculation results show that the geometrical shape has a great effect on the hydrodynamic and wave power conversion performance of the absorber. In regular waves, though the concave buoy has the lowest wave conversion efficiency, it has the largest frequency bandwidth for a given draught ratio, while in irregular waves, for a given draught ratio, the truncated cylindrical buoy has the best wave power conversion, and for a given displacement of the buoy, the concave buoy shows the best wave power conversion ability.
摘要为了从任意方向获取波浪的机械能,波能转换器的吸振器通常是垂直轴对称的。在这种情况下,波体相互作用流体力学是获得高效波能的重要研究课题。本文介绍了一种基于边界近似法(BAM)的将复杂轴对称边界分解为若干环形阶梯曲面的半解析方法,并对其进行了检验。利用新的边界离散化方法,可以得到垂直轴对称振荡浮标的波浪激振力、附加质量和辐射阻尼等水动力载荷和参数。随着离散次数的增加,波浪力和水动力系数的计算具有较好的收敛性。将压缩结果与常规方法的结果进行比较,验证了该方法的可行性。然后,对具有系列吃水比和排水量比的浮标在规则波和不规则波中的水动力、运动和波能转换进行了模拟和比较。计算结果表明,吸波器的几何形状对吸波器的水动力和波浪能转换性能有很大影响。在规则波浪中,凹形浮标的波浪转换效率最低,但在一定吃水比下,其频率带宽最大;而在不规则波浪中,在一定吃水比下,截形圆柱浮标的波浪能转换效果最好,在一定位移下,凹形浮标的波浪能转换能力最好。
{"title":"Evaluation of Geometrical Influence on the Hydrodynamic Characteristics and Power Absorption of Vertical Axisymmetric Wave Energy Converters in Irregular Waves","authors":"Wanchao Zhang, Yang Zhu, Shuxu Liu, Jianhua Wang, Wentian Zhang","doi":"10.2478/pomr-2023-0029","DOIUrl":"https://doi.org/10.2478/pomr-2023-0029","url":null,"abstract":"Abstract To obtain the mechanical energy of waves from arbitrary directions, the vibration absorbers of wave energy converters (WEC) are usually vertically axisymmetric. In such case, the wave-body interaction hydrodynamics is an essential research topic to obtain high-efficiency wave energy. In this paper, a semi-analytical method of decomposing the complex axisymmetric boundary into several ring-shaped stepped surfaces based upon the boundary approximation method (BAM) is introduced and examined. The hydrodynamic loads and parameters, such as the wave excitation forces, added mass and radiation damping of the vertical axisymmetric oscillating buoys, can then be achieved by using the new boundary discretisation method. The calculations of the wave forces and hydrodynamic coefficients show good convergence with the number of discretisation increases. Comparison between the constringent results and the results of the conventional method also verifies the feasibility of the method. Then, simulations and comparisons of the hydrodynamic forces, motions and wave power conversions of the buoys with series draught and displacement ratios in regular and irregular waves are conducted. The calculation results show that the geometrical shape has a great effect on the hydrodynamic and wave power conversion performance of the absorber. In regular waves, though the concave buoy has the lowest wave conversion efficiency, it has the largest frequency bandwidth for a given draught ratio, while in irregular waves, for a given draught ratio, the truncated cylindrical buoy has the best wave power conversion, and for a given displacement of the buoy, the concave buoy shows the best wave power conversion ability.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44849427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vessel Energy Requirement Prediction from Acceleration Stage Towing Tests on Scale Models 基于比例模型加速阶段拖曳试验的船舶能量需求预测
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0017
Klaudia Wrzask
Abstract One of the most crucial tasks for naval architects is computing the energy required to meet the ship’s operational needs. When predicting a ship’s energy requirements, a series of hull resistance tests on a scale model vessel is carried out in constant speed stages, while the acceleration stage measurements are ignored. Another important factor in seakeeping analysis is the ship’s hydrodynamic added mass. The second law of dynamics states that all this valuable information, that is, the dependence of the hull resistance on the vessel’s speed and the added mass, is accessible from just one acceleration stage towing test done up to the maximum speed. Therefore, the acceleration stage, often overlooked in traditional towing experiments, can be a valuable source of information. For this reason, this work aims to generalise Froude’s scaling procedure to full-scale vessels for the accelerated stage towing tests.
摘要海军建筑师最关键的任务之一是计算满足舰艇作战需求所需的能量。在预测船舶的能量需求时,在定速阶段对比例模型船舶进行一系列船体阻力测试,而忽略加速度阶段的测量。耐波性分析中的另一个重要因素是船舶的水动力附加质量。动力学第二定律指出,所有这些有价值的信息,即船体阻力对船舶速度和附加质量的依赖性,只需在最大速度下进行一次加速级拖曳试验即可获得。因此,在传统的拖曳实验中经常被忽视的加速阶段可能是一个有价值的信息来源。因此,本工作旨在将Froude的缩放程序推广到用于加速阶段拖曳试验的全尺寸船舶。
{"title":"Vessel Energy Requirement Prediction from Acceleration Stage Towing Tests on Scale Models","authors":"Klaudia Wrzask","doi":"10.2478/pomr-2023-0017","DOIUrl":"https://doi.org/10.2478/pomr-2023-0017","url":null,"abstract":"Abstract One of the most crucial tasks for naval architects is computing the energy required to meet the ship’s operational needs. When predicting a ship’s energy requirements, a series of hull resistance tests on a scale model vessel is carried out in constant speed stages, while the acceleration stage measurements are ignored. Another important factor in seakeeping analysis is the ship’s hydrodynamic added mass. The second law of dynamics states that all this valuable information, that is, the dependence of the hull resistance on the vessel’s speed and the added mass, is accessible from just one acceleration stage towing test done up to the maximum speed. Therefore, the acceleration stage, often overlooked in traditional towing experiments, can be a valuable source of information. For this reason, this work aims to generalise Froude’s scaling procedure to full-scale vessels for the accelerated stage towing tests.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44678273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Energy Management Strategy Considering Energy Storage System Degradation for Hydrogen Fuel Cell Ship 考虑储能系统退化的氢燃料电池船能量管理策略
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0025
W. Cao, Pan Geng, Xiaoyan Xu, T. Tarasiuk
Abstract A hybrid energy system (HES) including hydrogen fuel cell systems (FCS) and a lithium-ion (Li-ion) battery energy storage system (ESS) is established for hydrogen fuel cell ships to follow fast load transients. An energy management strategy (EMS) with hierarchical control is presented to achieve proper distribution of load power and enhance system stability. In the high-control loop, a power distribution mechanism based on a particle swarm optimization algorithm (PSO) with an equivalent consumption minimization strategy (ECMS) is proposed. In the low-level control loop, an adaptive fuzzy PID controller is developed, which can quickly restore the system to a stable state by adjusting the PID parameters in real time. Compared with the rule-based EMS, hydrogen consumption is reduced by 5.319%, and the stability of the power system is significantly improved. In addition, the ESS degradation model is developed to assess its state of health (SOH). The ESS capacity loss is reduced by 2% and the daily operating cost of the ship is reduced by 1.7% compared with the PSO-ECMS without considering the ESS degradation.
摘要为氢燃料电池船舶建立了一个包括氢燃料电池系统(FCS)和锂离子电池储能系统(ESS)的混合能源系统(HES),以跟踪快速负载瞬态。为了实现负载功率的合理分配,提高系统的稳定性,提出了一种分级控制的能量管理策略。在高控制回路中,提出了一种基于粒子群优化算法(PSO)和等效功耗最小化策略(ECMS)的功率分配机制。在低阶控制回路中,开发了一种自适应模糊PID控制器,通过实时调整PID参数,可以快速将系统恢复到稳定状态。与基于规则的EMS相比,氢消耗减少了5.319%,电力系统的稳定性显著提高。此外,还开发了ESS退化模型来评估其健康状态(SOH)。与PSO-ECMS相比,在不考虑ESS退化的情况下,ESS容量损失减少了2%,船舶的日常运营成本减少了1.7%。
{"title":"Energy Management Strategy Considering Energy Storage System Degradation for Hydrogen Fuel Cell Ship","authors":"W. Cao, Pan Geng, Xiaoyan Xu, T. Tarasiuk","doi":"10.2478/pomr-2023-0025","DOIUrl":"https://doi.org/10.2478/pomr-2023-0025","url":null,"abstract":"Abstract A hybrid energy system (HES) including hydrogen fuel cell systems (FCS) and a lithium-ion (Li-ion) battery energy storage system (ESS) is established for hydrogen fuel cell ships to follow fast load transients. An energy management strategy (EMS) with hierarchical control is presented to achieve proper distribution of load power and enhance system stability. In the high-control loop, a power distribution mechanism based on a particle swarm optimization algorithm (PSO) with an equivalent consumption minimization strategy (ECMS) is proposed. In the low-level control loop, an adaptive fuzzy PID controller is developed, which can quickly restore the system to a stable state by adjusting the PID parameters in real time. Compared with the rule-based EMS, hydrogen consumption is reduced by 5.319%, and the stability of the power system is significantly improved. In addition, the ESS degradation model is developed to assess its state of health (SOH). The ESS capacity loss is reduced by 2% and the daily operating cost of the ship is reduced by 1.7% compared with the PSO-ECMS without considering the ESS degradation.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41915141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Dynamic Positioning Capability Assessment Based on Optimal Thrust Allocation 基于最优推力分配的动态定位能力评估
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0019
A. Piekło, A. Witkowska, T. Zubowicz
Abstract The article presents an efficient method of optimal thrust allocation over the actuators in a dynamically positioned ship, according to the DNV-ST-0111 standard, Level 1. The optimisation task is approximated to a convex problem with linear constraints and mathematically formulated as quadratic programming. The case study is being used to illustrate the use of the proposed approach in assessing the DP capability of a rescue ship. The quadratic programming-based approach applied for dynamic positioning capability assessment allows for fast calculations to qualitatively compare different ship designs. In comparison with the DNV tool, it gives 100% successful validation for a ship with azimuth thrusters and a pessimistic solution for a ship equipped with propellers with rudders. Therefore, it can be safely applied at an early design stage.
摘要根据DNV-ST-0111一级标准,提出了一种动态定位船舶各执行机构推力优化分配的有效方法。优化任务近似为具有线性约束的凸问题,在数学上表示为二次规划。案例研究被用来说明在评估救援船的DP能力时所提出的方法的使用。基于二次规划的动态定位能力评估方法可以快速计算并对不同船舶设计进行定性比较。与DNV工具相比,该工具对带有方位推进器的船舶进行了100%的成功验证,而对带有方向舵的螺旋桨船舶则给出了悲观的解决方案。因此,它可以安全地应用于早期设计阶段。
{"title":"Dynamic Positioning Capability Assessment Based on Optimal Thrust Allocation","authors":"A. Piekło, A. Witkowska, T. Zubowicz","doi":"10.2478/pomr-2023-0019","DOIUrl":"https://doi.org/10.2478/pomr-2023-0019","url":null,"abstract":"Abstract The article presents an efficient method of optimal thrust allocation over the actuators in a dynamically positioned ship, according to the DNV-ST-0111 standard, Level 1. The optimisation task is approximated to a convex problem with linear constraints and mathematically formulated as quadratic programming. The case study is being used to illustrate the use of the proposed approach in assessing the DP capability of a rescue ship. The quadratic programming-based approach applied for dynamic positioning capability assessment allows for fast calculations to qualitatively compare different ship designs. In comparison with the DNV tool, it gives 100% successful validation for a ship with azimuth thrusters and a pessimistic solution for a ship equipped with propellers with rudders. Therefore, it can be safely applied at an early design stage.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44166171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guided Waves in Ship Structural Health Monitoring – A Feasibility Study 导波在船舶结构健康监测中的可行性研究
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0023
Emil Roch, B. Zima, K. Woloszyk, Y. Garbatov
Abstract Ships and offshore structures operate in a severe corrosion degradation environment and face difficulty in providing long-lasting corrosion protection. The Classification Societies recommend regular thickness measurements leading to structural component replacements, to ensure structural integrity during service life. The measurements are usually performed using ultrasonic thickness gauges and such an approach requires multiple measurements of the corroded structural components. Otherwise, the collected data are insufficient to precisely assess the corrosion degradation level. This study aims to perform numerical and experimental analyses to verify the use of guided ultrasonic waves in defining the corrosion degradation level of the corroded structural components of a ship. The study incorporates the fundamental antisymmetric Lamb mode, excited by piezoelectric transducers attached at the pre-selected points on stiffened panels, representing typical structural ship components. The specimens are exposed to accelerated marine corrosion degradation, the influence of the degree of degradation on the wave time of flight being analysed. The study indicates that guided waves are a promising approach for diagnosing corroded structural components. The signals characterised by a high signal-to-noise ratio have been captured, even for relatively long distances between the transducers. This proves that the proposed approach can be suitable for monitoring more extensive areas of ship structures by employing a single measurement.
船舶和海上结构在严重腐蚀退化的环境中运行,难以提供持久的腐蚀防护。船级社建议定期测量厚度,从而更换结构部件,以确保结构在使用寿命期间的完整性。测量通常使用超声波测厚仪进行,这种方法需要对腐蚀的结构部件进行多次测量。否则,收集的数据不足以准确评估腐蚀退化程度。本研究旨在进行数值和实验分析,以验证使用引导超声波来确定船舶腐蚀结构部件的腐蚀退化程度。该研究结合了基本的反对称Lamb模式,由附加在加强型板上预选点的压电换能器激发,代表了典型的船舶结构部件。试样暴露于加速的海洋腐蚀退化中,分析了退化程度对飞行波时间的影响。研究表明,导波是一种很有前途的结构构件腐蚀诊断方法。以高信噪比为特征的信号已被捕获,即使在传感器之间相对较远的距离。这证明了该方法可以适用于更大范围的船舶结构监测。
{"title":"Guided Waves in Ship Structural Health Monitoring – A Feasibility Study","authors":"Emil Roch, B. Zima, K. Woloszyk, Y. Garbatov","doi":"10.2478/pomr-2023-0023","DOIUrl":"https://doi.org/10.2478/pomr-2023-0023","url":null,"abstract":"Abstract Ships and offshore structures operate in a severe corrosion degradation environment and face difficulty in providing long-lasting corrosion protection. The Classification Societies recommend regular thickness measurements leading to structural component replacements, to ensure structural integrity during service life. The measurements are usually performed using ultrasonic thickness gauges and such an approach requires multiple measurements of the corroded structural components. Otherwise, the collected data are insufficient to precisely assess the corrosion degradation level. This study aims to perform numerical and experimental analyses to verify the use of guided ultrasonic waves in defining the corrosion degradation level of the corroded structural components of a ship. The study incorporates the fundamental antisymmetric Lamb mode, excited by piezoelectric transducers attached at the pre-selected points on stiffened panels, representing typical structural ship components. The specimens are exposed to accelerated marine corrosion degradation, the influence of the degree of degradation on the wave time of flight being analysed. The study indicates that guided waves are a promising approach for diagnosing corroded structural components. The signals characterised by a high signal-to-noise ratio have been captured, even for relatively long distances between the transducers. This proves that the proposed approach can be suitable for monitoring more extensive areas of ship structures by employing a single measurement.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44159719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Installation Angle Error Calibration Method in an Ultra-Short Baseline System Based on a Dual Transponder 基于双应答器的超短基线系统安装角误差标定方法
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0028
Baoheng Liu, Xiaochuan Zhang, Shuyang Jia, Sichen Zou, Deyan Tian, Lianglong Da
Abstract The installation error of an acoustic transceiver array is one of the important error sources in an ultra-short baseline (USBL) system. In a USBL system with a positioning accuracy of 0.5%, an installation error angle of 1° will lead to a positioning error of 1.7% times the slant distance. In this paper, a dual transponder-based installation angle error calibration method for USBL is proposed. First, the positioning errors induced by various installation angles are deduced and analysed using the linear measurement of seafloor targets. Then, an iterative algorithm is proposed that estimates the rolling alignment error, pitching alignment error, and heading alignment error, in that order. The simulation and experienced results show that, after three iterations, the estimates of the three alignment errors can converge quickly, all of the estimates converge to within 0.001° and the estimated values are very close to the true values. The horizontal positioning error caused by the installation error angle can be reduced by nearly 75%. The method has good effectiveness and robustness, and can greatly improve the positioning accuracy of the USBL system.
摘要声学收发器阵列的安装误差是超短基线(USBL)系统中的重要误差源之一。在定位精度为0.5%的USBL系统中,1°的安装误差角将导致1.7%的倾斜距离的定位误差。本文提出了一种基于双应答器的USBL安装角度误差校准方法。首先,利用海底目标的线性测量,推导和分析了不同安装角度引起的定位误差。然后,提出了一种迭代算法,按滚动对准误差、俯仰对准误差和航向对准误差的顺序进行估计。仿真和经验结果表明,经过三次迭代,三个对准误差的估计值可以快速收敛,所有估计值都收敛到0.001°以内,估计值非常接近真实值。由安装误差角度引起的水平定位误差可减少近75%。该方法具有良好的有效性和鲁棒性,可以大大提高USBL系统的定位精度。
{"title":"An Installation Angle Error Calibration Method in an Ultra-Short Baseline System Based on a Dual Transponder","authors":"Baoheng Liu, Xiaochuan Zhang, Shuyang Jia, Sichen Zou, Deyan Tian, Lianglong Da","doi":"10.2478/pomr-2023-0028","DOIUrl":"https://doi.org/10.2478/pomr-2023-0028","url":null,"abstract":"Abstract The installation error of an acoustic transceiver array is one of the important error sources in an ultra-short baseline (USBL) system. In a USBL system with a positioning accuracy of 0.5%, an installation error angle of 1° will lead to a positioning error of 1.7% times the slant distance. In this paper, a dual transponder-based installation angle error calibration method for USBL is proposed. First, the positioning errors induced by various installation angles are deduced and analysed using the linear measurement of seafloor targets. Then, an iterative algorithm is proposed that estimates the rolling alignment error, pitching alignment error, and heading alignment error, in that order. The simulation and experienced results show that, after three iterations, the estimates of the three alignment errors can converge quickly, all of the estimates converge to within 0.001° and the estimated values are very close to the true values. The horizontal positioning error caused by the installation error angle can be reduced by nearly 75%. The method has good effectiveness and robustness, and can greatly improve the positioning accuracy of the USBL system.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45490269","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using Artificial Neural Networks for Predicting Ship Fuel Consumption 利用人工神经网络预测船舶燃油消耗量
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0020
Van Giao Nguyen, S. Rajamohan, K. Rudzki, Janusz Kozak, Prabhakar Sharma, Nguyen Dang Khoa Pham, Phuoc Quy Phong Nguyen, Phu Nguyen Xuan
Abstract In marine vessel operations, fuel costs are major operating costs which affect the overall profitability of the maritime transport industry. The effective enhancement of using ship fuel will increase ship operation efficiency. Since ship fuel consumption depends on different factors, such as weather, cruising condition, cargo load, and engine condition, it is difficult to assess the fuel consumption pattern for various types of ships. Most traditional statistical methods do not consider these factors when predicting marine vessel fuel consumption. With technological development, different statistical models have been developed for estimating fuel consumption patterns based on ship data. Artificial Neural Networks (ANN) are some of the most effective artificial methods for modelling and validating marine vessel fuel consumption. The application of ANN in maritime transport improves the accuracy of the regression models developed for analysing interactive relationships between various factors. The present review sheds light on consolidating the works carried out in predicting ship fuel consumption using ANN, with an emphasis on topics such as ANN structure, application and prediction algorithms. Future research directions are also proposed and the present review can be a benchmark for mathematical modelling of ship fuel consumption using ANN.
摘要在海运船舶运营中,燃料成本是影响海运行业整体盈利能力的主要运营成本。船舶燃料使用的有效提高将提高船舶运行效率。由于船舶燃料消耗取决于不同的因素,如天气、巡航条件、货物负载和发动机状况,因此很难评估各种类型船舶的燃料消耗模式。大多数传统的统计方法在预测船舶燃料消耗量时没有考虑这些因素。随着技术的发展,已经开发了不同的统计模型,用于根据船舶数据估计燃料消耗模式。人工神经网络(ANN)是建模和验证船舶燃料消耗的一些最有效的人工方法。神经网络在海运中的应用提高了为分析各种因素之间的相互关系而开发的回归模型的准确性。本文综述了利用人工神经网络预测船舶燃料消耗的工作,重点介绍了人工神经网络的结构、应用和预测算法。还提出了未来的研究方向,本综述可作为使用人工神经网络进行船舶燃料消耗数学建模的基准。
{"title":"Using Artificial Neural Networks for Predicting Ship Fuel Consumption","authors":"Van Giao Nguyen, S. Rajamohan, K. Rudzki, Janusz Kozak, Prabhakar Sharma, Nguyen Dang Khoa Pham, Phuoc Quy Phong Nguyen, Phu Nguyen Xuan","doi":"10.2478/pomr-2023-0020","DOIUrl":"https://doi.org/10.2478/pomr-2023-0020","url":null,"abstract":"Abstract In marine vessel operations, fuel costs are major operating costs which affect the overall profitability of the maritime transport industry. The effective enhancement of using ship fuel will increase ship operation efficiency. Since ship fuel consumption depends on different factors, such as weather, cruising condition, cargo load, and engine condition, it is difficult to assess the fuel consumption pattern for various types of ships. Most traditional statistical methods do not consider these factors when predicting marine vessel fuel consumption. With technological development, different statistical models have been developed for estimating fuel consumption patterns based on ship data. Artificial Neural Networks (ANN) are some of the most effective artificial methods for modelling and validating marine vessel fuel consumption. The application of ANN in maritime transport improves the accuracy of the regression models developed for analysing interactive relationships between various factors. The present review sheds light on consolidating the works carried out in predicting ship fuel consumption using ANN, with an emphasis on topics such as ANN structure, application and prediction algorithms. Future research directions are also proposed and the present review can be a benchmark for mathematical modelling of ship fuel consumption using ANN.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43078329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
High Quality Multi-Zone and 3D CFD Model of Combustion in Marine Diesel Engine Cylinder 船用柴油机气缸燃烧的高质量多区域三维CFD模型
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0021
Dominika Cuper-Przybylska, Van Nhanh Nguyen, Cao Dao Nam, J. Kowalski
Abstract The paper presents a 3D model of the processes taking place in the cylinder of a large 4-stroke marine engine. The model is based on CFD calculations performed on the moving mesh. The modelling range includes the full duty cycle (720° crankshaft position) and the complete geometry of the cylinder with inlet and exhaust ducts. The input data, boundary conditions and validation data were obtained by direct measurements on the real object. Fuel injection characteristics were obtained by Mie scattering measurements in a fixed-volume chamber. The modelling results have been validated in terms of the pressure characteristics of the engine’s cylinder within the entire range of its loads. The mean error did not exceed 1.42% for the maximum combustion pressure and 1.13% for the MIP (Mean Indicated Pressure). The model was also positively validated in terms of the O2 and NOx content of the exhaust gas. The mean error in this case was 1.2% for NOx fractions in the exhaust gas and 0.4% for O2 fractions. The complete model data has been made available in the research data repository on an open access basis.
摘要本文介绍了一个大型四冲程船用发动机气缸内过程的三维模型。该模型基于对移动网格进行的CFD计算。建模范围包括完整的工作循环(720°曲轴位置)以及带有进气管和排气管的气缸的完整几何形状。输入数据、边界条件和验证数据是通过对真实物体的直接测量获得的。燃料喷射特性是通过在固定容积室中的Mie散射测量获得的。建模结果已根据发动机气缸在整个负载范围内的压力特性进行了验证。最大燃烧压力和MIP(平均指示压力)的平均误差分别不超过1.42%和1.13%。该模型在废气的O2和NOx含量方面也得到了积极的验证。在这种情况下,排气中NOx馏分的平均误差为1.2%,O2馏分的平均错误为0.4%。完整的模型数据已在开放获取的基础上在研究数据库中提供。
{"title":"High Quality Multi-Zone and 3D CFD Model of Combustion in Marine Diesel Engine Cylinder","authors":"Dominika Cuper-Przybylska, Van Nhanh Nguyen, Cao Dao Nam, J. Kowalski","doi":"10.2478/pomr-2023-0021","DOIUrl":"https://doi.org/10.2478/pomr-2023-0021","url":null,"abstract":"Abstract The paper presents a 3D model of the processes taking place in the cylinder of a large 4-stroke marine engine. The model is based on CFD calculations performed on the moving mesh. The modelling range includes the full duty cycle (720° crankshaft position) and the complete geometry of the cylinder with inlet and exhaust ducts. The input data, boundary conditions and validation data were obtained by direct measurements on the real object. Fuel injection characteristics were obtained by Mie scattering measurements in a fixed-volume chamber. The modelling results have been validated in terms of the pressure characteristics of the engine’s cylinder within the entire range of its loads. The mean error did not exceed 1.42% for the maximum combustion pressure and 1.13% for the MIP (Mean Indicated Pressure). The model was also positively validated in terms of the O2 and NOx content of the exhaust gas. The mean error in this case was 1.2% for NOx fractions in the exhaust gas and 0.4% for O2 fractions. The complete model data has been made available in the research data repository on an open access basis.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44762899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Image Processing Method for Cargo Container Identification in a Stack Within the Cargo Temperature Control and Fire Safety System on Container Ships 集装箱船货物温度控制和消防安全系统中堆垛集装箱识别的图像处理方法
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0027
V. Konon
Abstract The current research is focused on the identification of cargo containers in a stack from their images in the infrared and visible spectra, in order to locate the container-origin of ignition within the cargo temperature control and fire safety system. The relevance of the topic is reinforced by the functional requirements for shipboard safety, which are embodied in Chapter II-2 of the Safety of Life at Sea (SOLAS) Convention, and demanded by the necessity of enhancing safety measures during cargo transportation by the world container fleet. The thermal imager’s field of view (FOV) and the coordinate dependencies between the object and its image have been studied and modelled, and an algorithm for fire detection has been defined within the scope of the current research in connection with the containers within the camera’s FOV. A corresponding verification has been carried out by means of simulation modelling using the Unity and C# programming language capabilities.
摘要当前的研究重点是从红外和可见光谱中的图像识别堆叠中的集装箱,以在货物温度控制和消防安全系统中定位集装箱的起火点。载于《海上人命安全公约》第二章第2节的船上安全功能要求,以及世界集装箱船队在货物运输过程中加强安全措施的必要性,加强了本专题的相关性。已经对热成像仪的视场(FOV)以及物体与其图像之间的坐标相关性进行了研究和建模,并在当前研究的范围内,结合相机视场内的容器,定义了火灾探测算法。已经通过使用Unity和C#编程语言功能的模拟建模进行了相应的验证。
{"title":"Image Processing Method for Cargo Container Identification in a Stack Within the Cargo Temperature Control and Fire Safety System on Container Ships","authors":"V. Konon","doi":"10.2478/pomr-2023-0027","DOIUrl":"https://doi.org/10.2478/pomr-2023-0027","url":null,"abstract":"Abstract The current research is focused on the identification of cargo containers in a stack from their images in the infrared and visible spectra, in order to locate the container-origin of ignition within the cargo temperature control and fire safety system. The relevance of the topic is reinforced by the functional requirements for shipboard safety, which are embodied in Chapter II-2 of the Safety of Life at Sea (SOLAS) Convention, and demanded by the necessity of enhancing safety measures during cargo transportation by the world container fleet. The thermal imager’s field of view (FOV) and the coordinate dependencies between the object and its image have been studied and modelled, and an algorithm for fire detection has been defined within the scope of the current research in connection with the containers within the camera’s FOV. A corresponding verification has been carried out by means of simulation modelling using the Unity and C# programming language capabilities.","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43039401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mathematical Model of Flexible Link Dynamics in Marine Tethered Systems Considering Torsion and its Influence on Tension Force 考虑扭转的船用系链系统柔性连杆动力学数学模型及其对张力的影响
IF 2 3区 工程技术 Q2 Engineering Pub Date : 2023-06-01 DOI: 10.2478/pomr-2023-0032
Konstantin Trunin
Abstract The rigidity in bending of a flexible link (is an important characteristic that should be considered during regular service conditions. The tension and bending with torsion of wire ropes are also significant factors. This study proposed a method to calculate the vectors of the generalised forces of bending of flexible links. One of the causes of torsional stresses in the power plant of underwater tethered systems is the interaction with ship equipment, such as spiral winding on the winch drum, friction on the flanges of the pulleys or winch drums, and bends on various blocks and rolls that cause torsion. The source of torsional stresses in the FL may also be related to manufacturing, storage, transportation, and its placement on the ship’s winch drums. Torsion can lead to a decrease in the tensile strength due to load redistribution between power elements, or even a violation of their structure. In some cases, torsion significantly affects the movement of the underwater tethered system as a whole. The development of a mathematical model to describe the marine tethered systems dynamics, taking into account the effect of torsion, is important and relevant. The mathematical model of the marine tethered systems dynamics was improved and solved by accounting for the generalised forces of the torsion rigidity of the flexible link, using an algorithm and computer program. The influence of the bending and torsional rigidity of the FL on its deflection and tensile strength were considered based on the example of two problems. The developed program’s working window image shows the simulated parameters and the initial position of the flexible link. The results show that torsion has almost no effect on the shape of the a flexible link’s deflection in the X0Z plane, but leads to a deviation from the X0Z plane when calculating the static deflection of the flexible link. When the carrier vessel is stationary and the submersible vehicle has no restrictions on movement and has positive buoyancy, torsion leads to a three-dimensional change in the shape of the flexible link both in the X0Z plane and in the X0Y plane. The tension force of the flexible link along its length is distributed unevenly, and the torsion of the flexible link can lead to significant changes in its shape, the trajectory of towed objects, and the forces acting on the elements of the marine tethered systems
摘要柔性连杆的弯曲刚度是在正常使用条件下应考虑的一个重要特性。钢丝绳的张力和弯曲与扭转也是重要的因素。本文提出了一种计算柔性连杆广义弯曲力矢量的方法。水下系绳系统动力装置中产生扭转应力的原因之一是与船舶设备的相互作用,如绞车卷筒上的螺旋缠绕、滑轮或绞车卷筒法兰上的摩擦以及各种块和卷筒上的弯曲引起扭转。FL中扭转应力的来源也可能与制造、储存、运输及其在船舶绞车滚筒上的放置有关。由于功率元件之间的负载重新分配,甚至是其结构的破坏,扭转可能导致抗拉强度的降低。在某些情况下,扭转显著影响水下系索系统作为一个整体的运动。发展一个数学模型来描述海洋系索系统的动力学,考虑到扭转的影响,是重要的和相关的。通过计算柔性连杆扭转刚度的广义力,对海洋系索系统动力学数学模型进行了改进,并利用算法和计算机程序进行了求解。结合这两个问题的算例,考虑了FL的弯曲刚度和扭转刚度对其挠度和抗拉强度的影响。开发的程序工作窗口图像显示了仿真参数和柔性连杆的初始位置。结果表明,扭转对柔性连杆在X0Z平面上的挠度形状几乎没有影响,但在计算柔性连杆的静态挠度时,会导致与X0Z平面的偏差。当载船静止,潜航器运动不受限制且浮力为正时,扭转会导致柔性连杆在X0Z平面和X0Y平面上的形状发生三维变化。柔性连杆的张力沿其长度分布不均匀,柔性连杆的扭转会导致其形状、被拖物体的轨迹以及作用在海洋系索系统元件上的力发生显著变化
{"title":"Mathematical Model of Flexible Link Dynamics in Marine Tethered Systems Considering Torsion and its Influence on Tension Force","authors":"Konstantin Trunin","doi":"10.2478/pomr-2023-0032","DOIUrl":"https://doi.org/10.2478/pomr-2023-0032","url":null,"abstract":"Abstract The rigidity in bending of a flexible link (is an important characteristic that should be considered during regular service conditions. The tension and bending with torsion of wire ropes are also significant factors. This study proposed a method to calculate the vectors of the generalised forces of bending of flexible links. One of the causes of torsional stresses in the power plant of underwater tethered systems is the interaction with ship equipment, such as spiral winding on the winch drum, friction on the flanges of the pulleys or winch drums, and bends on various blocks and rolls that cause torsion. The source of torsional stresses in the FL may also be related to manufacturing, storage, transportation, and its placement on the ship’s winch drums. Torsion can lead to a decrease in the tensile strength due to load redistribution between power elements, or even a violation of their structure. In some cases, torsion significantly affects the movement of the underwater tethered system as a whole. The development of a mathematical model to describe the marine tethered systems dynamics, taking into account the effect of torsion, is important and relevant. The mathematical model of the marine tethered systems dynamics was improved and solved by accounting for the generalised forces of the torsion rigidity of the flexible link, using an algorithm and computer program. The influence of the bending and torsional rigidity of the FL on its deflection and tensile strength were considered based on the example of two problems. The developed program’s working window image shows the simulated parameters and the initial position of the flexible link. The results show that torsion has almost no effect on the shape of the a flexible link’s deflection in the X0Z plane, but leads to a deviation from the X0Z plane when calculating the static deflection of the flexible link. When the carrier vessel is stationary and the submersible vehicle has no restrictions on movement and has positive buoyancy, torsion leads to a three-dimensional change in the shape of the flexible link both in the X0Z plane and in the X0Y plane. The tension force of the flexible link along its length is distributed unevenly, and the torsion of the flexible link can lead to significant changes in its shape, the trajectory of towed objects, and the forces acting on the elements of the marine tethered systems","PeriodicalId":49681,"journal":{"name":"Polish Maritime Research","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45214277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Polish Maritime Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1