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Robust Adaptive Fuzzy Design for Ship Linear-tracking Control with Input Saturation 输入饱和船舶线性跟踪控制的鲁棒自适应模糊设计
Pub Date : 2017-04-01 DOI: 10.1016/j.enavi.2017.05.002
Yancai Hu , Gyei-Kark Park , Hengtao Wu , Qiang Zhang

A robust adaptive control approach is proposed for underactuated surface ship linear path-tracking control system based on the backstepping control method and Lyapunov stability theory. By employing T-S fuzzy system to approximate nonlinear uncertainties of the control system, the proposed scheme is developed by combining “dynamic surface control” (DSC) and “minimal learning parameter” (MLP) techniques. The substantial problems of “explosion of complexity” and “dimension curse” existed in the traditional backstepping technique are circumvented, and it is convenient to implement in applications. In addition, an auxiliary system is developed to deal with the effect of input saturation constraints. The control algorithm avoids the singularity problem of controller and guarantees the stability of the closed-loop system. The tracking error converges to an arbitrarily small neighborhood. Finally, MATLAB simulation results are given from an application case of Dalian Maritime University training ship to demonstrate the effectiveness of the proposed scheme.

针对欠驱动水面舰艇线性路径跟踪控制系统,提出了一种基于反步控制方法和李雅普诺夫稳定性理论的鲁棒自适应控制方法。采用T-S模糊系统逼近控制系统的非线性不确定性,将“动态面控制”(DSC)和“最小学习参数”(MLP)技术相结合,提出了该方案。规避了传统反演技术存在的“复杂度爆炸”和“维度诅咒”等实质性问题,便于在应用中实现。此外,还开发了一种辅助系统来处理输入饱和约束的影响。该控制算法避免了控制器的奇异性问题,保证了闭环系统的稳定性。跟踪误差收敛到任意小的邻域。最后,以大连海事大学实训船为例,给出了MATLAB仿真结果,验证了该方案的有效性。
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引用次数: 9
Edboard page Edboard页面
Pub Date : 2017-04-01 DOI: 10.1016/S2405-5352(17)30010-4
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引用次数: 0
Proposed Minimum Luminous Range for Existing Lighthouses in This Age of Global Navigation Satellite Systems by Using the Correlation between Light Intensity and Luminous Range 利用光强与发光距离的相关性,提出全球卫星导航时代现有灯塔的最小发光距离
Pub Date : 2017-04-01 DOI: 10.1016/j.enavi.2017.05.004
Ahmad Faizal Ahmad Fuad , Noor Apandi Osnin , Mohd Naim Fadzil , Mohd Zamani Ahmad

Long-range visual marine aids to navigation are not required for current marine navigational practices. Therefore, the objective of this study was to develop a minimum luminous range for major lighthouses that are still in existence to sustain the operation of the lighthouses in the future. Two steps were involved in the determination of the minimum luminous range, namely the modification of the existing geographical range formula, and the finding of a strong linear correlation between the light intensity and the luminous range with the lowest gradient possible in a graph. The application of the minimum luminous range would eliminate the loom of light beyond the geographical range of the lighthouse. This approach was applied to seven major lighthouses in Peninsular Malaysia, which resulted in a minimum luminous range of between 12 nm to 14 nm, which was a reduction from the existing range of 18 nm to 25 nm. The validation of the minimum luminous range was performed in two ways; using a Full Mission Ship Simulator (FMSS), and matching the proposed minimum luminous range with the lighting system available. The results of the validation by using the FMSS between the luminous range of 25 nm and 14 nm showed that the light could be sighted and identified at 58.7 nm and 58.6 nm, respectively, which was, therefore, not significant. The validation by matching with the lighting equipment available in the market showed that the eight-tier VLB-44, which has replaced the rotating lighting system in the US since 2008, was highly matched with the proposed minimum luminous range. This further validated the minimum luminous range. The minimum luminous range is sufficient for current navigational uses and may reduce the costs for procuring and maintaining lighting systems, and will be able to sustain the operations of lighthouses in this GNSS age.

目前的海上航行惯例不要求远程目视海上助航设备。因此,本研究的目的是为现存的主要灯塔制定一个最小发光范围,以维持灯塔未来的运作。最小发光范围的确定分为两个步骤,即修改现有的地理距离公式,以及在图中发现光强与梯度最小的发光范围之间存在很强的线性相关性。最小发光范围的应用将消除灯塔地理范围以外的光的织机。这一方法应用于马来西亚半岛的七个主要灯塔,使最小发光范围从现有的18至25纳米缩小到12至14纳米。通过两种方法对最小发光范围进行了验证;使用全任务舰船模拟器(FMSS),并将建议的最小发光范围与可用的照明系统相匹配。在25 ~ 14 nm的发光范围内,FMSS的验证结果表明,在58.7 nm和58.6 nm处,可以看到和识别光,因此不显著。通过与市场上现有照明设备的匹配验证表明,自2008年以来在美国取代旋转照明系统的八层VLB-44与建议的最小发光范围高度匹配。这进一步验证了最小发光范围。最小发光范围足以满足当前的导航用途,并可能降低采购和维护照明系统的成本,并将能够在这个全球导航卫星系统时代维持灯塔的运行。
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引用次数: 2
Spatial Spillover Effects of Transport Infrastructure in Chinese New Silk Road Economic Belt 中国新丝绸之路经济带交通基础设施的空间溢出效应
Pub Date : 2017-04-01 DOI: 10.1016/j.enavi.2017.05.001
Jian Li , Jiangxue Wen , Bao Jiang

Based on the inner-effect mechanism of transport infrastructure and regional economic growth, this paper builds a specialized spatial weight matrix by utilizing the panel data from 31 provinces in New Silk Road Economic Belt (NSREB) and other areas from 2005 to 2014, and combines with the spatial panel model to analyze the spatial spillover effects of transport infrastructure. According to the analysis, the transport infrastructure plays an obvious lead role in regional economy growth alongside the NSREB, and the economic growth invigorates common development in surrounding regions. In addition, differences were observed among the different transport infrastructure with regard to their influences on regional economic development, as the highway transport affects regional economic growth to a larger degree than railway transport.

基于交通基础设施与区域经济增长的内在效应机制,利用2005 - 2014年新丝绸之路经济带等31个省份的面板数据构建专业化空间权重矩阵,并结合空间面板模型对交通基础设施的空间溢出效应进行分析。分析表明,交通基础设施对“一带一路”沿线区域经济增长的带动作用明显,经济增长带动周边区域共同发展。此外,不同交通基础设施对区域经济发展的影响存在差异,公路运输对区域经济增长的影响程度大于铁路运输。
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引用次数: 52
Ocean Economy and Fault Diagnosis of Electric Submersible Pump applied in Floating platform 海洋经济与浮式平台电潜泵故障诊断
Pub Date : 2017-04-01 DOI: 10.1016/j.enavi.2017.05.005
Panlong Zhang , Tingkai Chen , Guochao Wang , Changzheng Peng

Ocean economy plays a crucial role in the strengthening maritime safety industry and in the welfare of human beings. Electric Submersible Pumps (ESP) have been widely used in floating platforms on the sea to provide oil for machines. However, the ESP fault may lead to ocean environment pollution, on the other hand, a timely fault diagnosis of ESP can improve the ocean economy. In order to meet the strict regulations of the ocean economy and environmental protection, the fault diagnosis of ESP system has become more and more popular in many countries. The vibration mechanical models of typical faults have been able to successfully diagnose the faults of ESP. And different types of sensors are used to monitor the vibration signal for the signal analysis and fault diagnosis in the ESP system. Meanwhile, physical sensors would increase the fault diagnosis challenge. Nowadays, the method of neural network for the fault diagnosis of ESP has been applied widely, which can diagnose the fault of an electric pump accurately based on the large database. To reduce the number of sensors and to avoid the large database, in this paper, algorithms are designed based on feature extraction to diagnose the fault of the ESP system. Simulation results show that the algorithms can achieve the prospective objectives superbly.

海洋经济对加强海上安全事业和人类福祉具有至关重要的作用。电潜泵(ESP)在海上浮式平台上得到了广泛的应用,为机械提供供油。然而,电潜泵的故障可能会导致海洋环境污染,另一方面,及时诊断电潜泵的故障可以改善海洋经济。为了满足海洋经济和环境保护的严格要求,ESP系统的故障诊断在许多国家越来越普及。典型故障的振动力学模型能够成功地诊断电潜泵的故障,并利用不同类型的传感器对振动信号进行监测,用于电潜泵系统的信号分析和故障诊断。同时,物理传感器也增加了故障诊断的难度。目前,神经网络方法在电潜泵故障诊断中得到了广泛的应用,该方法可以基于大型数据库对电潜泵进行准确的故障诊断。为了减少传感器数量和避免庞大的数据库,本文设计了基于特征提取的ESP系统故障诊断算法。仿真结果表明,该算法能较好地实现预期目标。
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引用次数: 10
Text-Mining and Gamification for the Qualification of Service Technicians in the Maintenance Industry of Offshore Wind Energy 海上风电维修行业服务技术人员资格的文本挖掘与游戏化
Pub Date : 2017-04-01 DOI: 10.1016/j.enavi.2017.05.006
Thies Beinke , Annabell Schamann , Michael Freitag , Klaas Feldmann , Matthias Brandt

The competition of maintenance services in the offshore wind industry is continually increasing. The quality of the services acts as the distinguishing feature in the industry. Furthermore, there are public standards, which lead to the permanent necessity to offer further education and training programs for employees. To meet the requirements for further training in the specific field of application within the offshore wind industry, a gamified e-learning application has been developed and is introduced in this paper. It consists of a complete solution, which contains the automated analysis of service protocols to identify qualification needs, the involvement of service technicians in the generation of learning materials, the preparation, transmission as well as the further development of those materials in accordance with the principles of e-learning. Finally, the solution contains a gamified mobile application for qualification, which is designed to meet the individual learning needs of the service technicians. This concept paper follows a problem-centred approach. Based on the current state of technology and research, the problem and motivation are identified and the urgency is verified. Furthermore, a detailed specification of the solution and a first implementation approach is presented.

海上风电行业的维修服务竞争日益激烈。服务质量是行业的特色。此外,还有公共标准,这导致了为员工提供进一步教育和培训计划的永久必要性。为了满足海上风电行业特定应用领域的进一步培训需求,本文开发了一种游戏化的电子学习应用程序。它由一个完整的解决方案组成,其中包括对服务协议的自动分析,以确定资格需求,服务技术人员参与学习材料的生成,准备,传输以及根据电子学习原则进一步开发这些材料。最后,该解决方案包含一个游戏化的资格认证移动应用程序,旨在满足服务技术人员的个性化学习需求。这篇概念论文遵循以问题为中心的方法。根据目前的技术和研究现状,确定了问题和动机,并验证了紧迫性。此外,还详细说明了该解决方案并给出了第一种实现方法。
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引用次数: 5
AIS Data Visualization for Maritime Spatial Planning (MSP) 面向海洋空间规划(MSP)的AIS数据可视化
Pub Date : 2016-12-01 DOI: 10.1016/j.enavi.2016.12.004
Michele Fiorini , Andrea Capata , Domenico D. Bloisi

The constant increase in marine traffic and the simultaneous growth of the demand for exploiting marine areas (e.g., installing offshore wind power plants) require an adequate planning strategy for managing high traffic volumes. Maritime Spatial Planning (MSP) is the process of public development of an allocation plan for distributing, both spatially and temporally, human activities in marine areas. The adoption of e-Navigation is a possible solution for improving safety and security at sea by integrating maritime information on board and ashore. Automatic Identification System (AIS) data represents a fundamental source of information, since the analysis of AIS data can highlight the presence of congested areas as well as of illegal actions, such as smuggling, pollution, and unauthorized phishing in protected areas. Indeed, those activities are often characterized by abnormal manoeuvres that can be recognized by analyzing the routes of the vessels. However, the huge dimension of the AIS data to process requires the adoption of careful strategies for the data visualization. In this paper, we present a complete pipeline for visualizing ship routes from raw AIS data, which is a fundamental pre-requisite for carrying out a significant AIS-based route analysis, and describe a real case study, where 90 million AIS records, corresponding to one month of world-wide observations, are visualized using only open-source software.

海上交通的不断增加和开发海洋区域的需求的同时增长(例如,安装海上风力发电厂)需要一个适当的规划战略来管理高交通量。海洋空间规划(MSP)是公共发展的一个分配计划的过程,在空间和时间上分配人类活动在海洋区域。通过整合船上和岸上的海事信息,采用电子导航是改善海上安全和安保的一种可能的解决方案。自动识别系统(AIS)数据是一个基本的信息来源,因为对AIS数据的分析可以突出显示拥挤地区的存在以及非法行为,如走私、污染和未经授权的网络钓鱼。事实上,这些活动的特点往往是可以通过分析船只的路线来识别的异常操作。然而,需要处理的AIS数据的巨大维度要求采用谨慎的数据可视化策略。在本文中,我们提出了一个完整的管道,用于从原始AIS数据中可视化船舶航线,这是开展重要的基于AIS的航线分析的基本先决条件,并描述了一个真实的案例研究,其中9000万条AIS记录,对应于一个月的全球观测,仅使用开源软件进行可视化。
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引用次数: 51
Study of Volatility of New Ship Building Prices in LNG Shipping LNG航运新船建造价格波动研究
Pub Date : 2016-12-01 DOI: 10.1016/j.enavi.2016.12.005
T. Bangar Raju , Vikas S. Sengar , R. Jayaraj , N. Kulshrestha

The natural gas market has been expanding in size and has attracted particular attention across the global energy market. Although most natural gas transportation is carried out through pipelines, almost one third of it is done with the help of merchant vessels, capable of carrying liquefied natural gas. These LNG carriers have a special design and thus can be treated as a separate class of global fleet. New vessels are huge capital investments by vessel owning companies and just like other vessel classes; the new shipbuilding prices for the LNG segment continue to be a key aspect in the decision making of business players. Additionally these prices can be volatile as new ship building prices fluctuate with time. This paper attempts to analyse the volatility of new ship building prices of LNG carriers. For the study, the average ship building prices for all the LNG carriers having volume carrying capacity is between 160,000 – 173,000 cbm to be delivered between 2016 – 2019 were taken into account. For the analysis, GARCH and EGARCH methods were applied on the data set. The analysis concluded that there is a great deal of volatility in the new ship building prices of LNG vessels. It was also identified that negative shocks were more persistent the positive shocks.

天然气市场的规模一直在扩大,并引起了全球能源市场的特别关注。尽管大多数天然气运输是通过管道进行的,但几乎三分之一的天然气运输是在能够运输液化天然气的商船的帮助下完成的。这些LNG运输船具有特殊的设计,因此可以被视为单独的一类全球船队。新船是船东公司的巨大资本投资,就像其他船类一样;LNG领域的新造船价格仍然是商业参与者决策的关键因素。此外,这些价格可能会随着新造船价格的波动而波动。本文试图分析LNG运输船新船建造价格的波动性。在这项研究中,考虑到2016年至2019年期间交付的所有LNG运输船的平均造船价格在16万至17.3万立方米之间。对数据集采用GARCH和EGARCH方法进行分析。分析得出的结论是,LNG船的新造船价格存在很大波动。研究还发现,负面冲击比正面冲击持续的时间更长。
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引用次数: 9
Two-Stage Supply Chain Network Design Problem with Interval Data 区间数据下的两阶段供应链网络设计问题
Pub Date : 2016-12-01 DOI: 10.1016/j.enavi.2016.12.006
Masoud Sanei , Ali Mahmoodirad , Sadegh Niroomand

Supply chain is usually represented by a network (which is called supply chain network) that contains some nodes. In a supply chain network these nodes are suppliers, plants, distribution centers and customers which are some facilities connected by some arcs to each other. The arcs connect the nodes in the direction of their production flow, meaning that each arc shows a route between the facilities for transporting the products. A multi-stage supply chain network (MSCN) is defined as a sequence of multiple supply chain network stages. This paper addresses a typical supply chain network problem which is based on a two-stage single-product system under uncertain conditions such that both cost and constraint parameters are interval numbers. The combination of these uncertain parameters are considered in this typical problem for the first time. In this case, two different order relations (the order relations ≤UC and ≤HW) for interval numbers are considered. Then, two solution procedures are developed in order relations for the interval two-stage supply chain network design problem. The efficiency of the proposed method is illustrated by a numerical example where it is proved that the relation ≤HW shows better performance than the relation ≤UC.

供应链通常用一个包含一些节点的网络(称为供应链网络)来表示。在供应链网络中,这些节点是供应商、工厂、配送中心和客户,这些设施通过一些弧线相互连接。这些弧线沿着生产流程的方向连接节点,这意味着每个弧线都显示了运输产品的设施之间的路线。多阶段供应链网络(MSCN)被定义为多个供应链网络阶段的序列。本文研究了不确定条件下成本参数和约束参数均为区间数的两阶段单产品系统的典型供应链网络问题。在该典型问题中首次考虑了这些不确定参数的组合。在这种情况下,考虑区间数的两种不同的顺序关系(≤UC和≤HW的顺序关系)。然后,针对区间两阶段供应链网络设计问题,建立了两种顺序关系的求解过程。通过数值算例验证了该方法的有效性,证明了关系≤HW比关系≤UC具有更好的性能。
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引用次数: 14
Advanced Navigation Aids System based on Augmented Reality 基于增强现实的先进导航辅助系统
Pub Date : 2016-12-01 DOI: 10.1016/j.enavi.2016.12.002
Jaeyong OH , Sekil Park , Oh-Seok Kwon

Many maritime accidents have been caused by human-error including such things as inadequate watch keeping and/or mistakes in ship handling. Also, new navigational equipment has been developed using Information Technology (IT) technology to provide various kinds of information for safe navigation. Despite these efforts, the reduction of maritime accidents has not occurred to the degree expected because, navigational equipment provides too much information, and this information is not well organized, such that users feel it to be complicated rather than helpful. In this point of view, the method of representation of navigational information is more important than the quantity of that information and research is required on the representation of information to make that information more easily understood and to allow decisions to be made correctly and promptly. In this paper, we adopt Augmented Reality (AR) technologies for the representation of information. AR is a 3D computer graphics technology that blends virtual reality and the real world. Recently, this technology has been widely applied in our daily lives because it can provide information more effectively to users. Therefore, we propose a new concept, a navigational system based on AR technology; we review experimental results from a ship-handling simulator and from an open sea test to verify the efficiency of the proposed system.

许多海上事故是由人为错误造成的,包括值班不到位和/或船舶操作错误。此外,利用信息技术(IT)开发了新的导航设备,为安全航行提供各种信息。尽管做出了这些努力,海上事故的减少并没有达到预期的程度,因为导航设备提供了太多的信息,而这些信息没有得到很好的组织,以至于用户觉得它很复杂,而不是有用的。从这个角度来看,导航信息的表示方法比信息的数量更重要,需要对信息的表示进行研究,使信息更容易理解,并允许正确和及时地做出决策。在本文中,我们采用增强现实(AR)技术来表示信息。AR是一种融合了虚拟现实和现实世界的3D计算机图形技术。最近,这项技术已经广泛应用于我们的日常生活中,因为它可以更有效地为用户提供信息。因此,我们提出了一个新的概念,即基于AR技术的导航系统;我们回顾了船舶操纵模拟器和远海试验的实验结果,以验证所提出系统的效率。
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引用次数: 30
期刊
International Journal of e-Navigation and Maritime Economy
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