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Regression Modelling Estimation of Marine Diesel Generator Fuel Consumption and Emissions 船用柴油发电机燃料消耗和排放的回归模型估计
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2022-04-20 DOI: 10.7225/toms.v11.n01.w08
O. Yüksel, Burak Köseoğlu
This study aims to estimate the fuel consumption of marine diesel generators onboard. Objective technical specifications and operational data on the ship's power generating plants and port calls were collected from an oceangoing oil/chemical tanker and used to develop the mathematical model of the plant in the Python and MATLAB environment. The model consists of alternators, prime movers and load distributions of the ship’s power generating plant and provides information on fuel consumption in metric tons calculated based on hours of operation and specific fuel consumption data. Regression models have helped predict future fuel consumption for the plant and the optimal model for the dataset was identified by comparing four different algorithms. As the results have shown the Ordinary Least Squares Regression to be optimum, it was used to make one, five, and ten-year predictions. The predictions for one-year, five-year, and ten-year periods are 4,322,436, 10,684,860, and 18,615,472 t respectively. The selected model predicts fuel consumption with R2 of 0.999, MAE of 3.932, and RMSE of 2.935. Fuel consumption predictions facilitated plant emission calculation.
本研究旨在估计船用柴油发电机的燃料消耗。从一艘远洋石油/化学品油轮上收集船舶发电装置和港口停靠的客观技术规范和运行数据,并在Python和MATLAB环境中开发该装置的数学模型。该模型由交流发电机、原动机和船舶发电装置的负载分布组成,并提供基于运行小时数和特定燃料消耗数据计算的以公吨为单位的燃料消耗信息。回归模型有助于预测该工厂未来的燃料消耗,并通过比较四种不同的算法确定了数据集的最佳模型。由于结果表明普通最小二乘回归是最优的,它被用来做一个,五年和十年的预测。1年、5年和10年的预测量分别为4,322,436、10,684,860和18,615,472吨。所选模型预测油耗的R2为0.999,MAE为3.932,RMSE为2.935。燃料消耗预测有助于工厂排放计算。
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引用次数: 3
Testing of the Model of Creating a Specialized Tourist Product for Post-COVID Time 后新冠肺炎时代旅游产品专业化开发模型检验
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.021
N. Šerić, L. Bagarić, Anđela Jakšić Stojanović, Nevena Keković
Specialized tourists offer in the post covid time is an important reason in choosing the destination to travel to. A new perception of this offer puts new challenges to those who design such offers. Most specialized offers are the result of entrepreneurial initiative and intuition. Authors have dealt with the creation of such offers as an important destination concurrent factor in their own cross-border cooperation. Based on their findings, they have developed a model of creating specialized tourism products for post covid time by linking core, additional, and expanded contents with brand creation and the marketing strategy. In this paper authors continue their research by testing that model through two platforms: desk research of the latest cognitions related to the repercussions of Covid-19 on tourist mind, and on a convenient sample of connoisseurs. The testing of the model is connected with one case study in which authors cooperate in practice. The findings have been tested through a survey on a sample of experts (representatives of travel agencies) related to their experiences in sales for 2020 and 2021.They have also found important changes in tourist perception of specialized tourist product. The findings offer the answers as to why the basic contents of the specialized tourist offer is no longer sufficient, as well as a way for developing additional and expanded contents, on which the brand and brand management activities in the post corona period should be primarily  based, i.e. on what to base the marketing strategies in the post covid time.
新冠肺炎疫情后提供的专业游客服务是人们选择旅游目的地的重要原因。对这一提议的新看法给设计这一提议的人带来了新的挑战。大多数专业机会都是企业家的主动性和直觉的结果。作者已经处理了创建这样的报价作为一个重要的目的地并发因素在他们自己的跨境合作。以此为基础,他们开发了一种将核心内容、附加内容、扩展内容与品牌创建和营销战略联系起来的后疫情时期专门旅游产品的模式。在本文中,作者通过两个平台对该模型进行测试,继续他们的研究:对Covid-19对游客心理影响的最新认知进行桌面研究,以及对鉴赏家的方便样本进行研究。该模型的检验与一个案例研究相联系,作者在实践中进行了合作。通过对专家(旅行社代表)样本的调查,他们在2020年和2021年的销售经验对这些发现进行了测试。他们还发现游客对专业旅游产品的认知发生了重要变化。研究结果提供了为什么专业旅游优惠的基本内容不再足够的答案,以及开发额外和扩展内容的方法,这是后冠时期品牌和品牌管理活动的主要基础,即在后冠时期的营销策略的基础。
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引用次数: 2
Information on Resource Utilisation for Operational Planning in Port Hinterland Transport 有关港口腹地运输运作规划的资源利用资料
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.w02
Per Wide, Violeta Roso
To meet increased freight flows through maritime ports, a high level of resource utilisation in hinterland transport is of crucial importance. However, various perspectives on resource utilisation create issues with use of information for operational decisions in port hinterland. The purpose of this paper is to explore the use of information related to resource utilisation for operational planning in port hinterland freight transport to facilitate its improvement. The study is case-based, and the data is collected through semi-structured interviews, visual observations, and company documents. The findings are analysed with a framework built from literature emphasising different resource utilisation perspectives and the use of information in road freight transport chain decisions. The findings show that the use of information on resource utilisation in operational freight transport decisions in the port hinterland transport system is limited and lacks a complete system overview. Instead of the information on measured parameters, different types of estimates of efficiency parameters (including resource utilisation) are commonly used for operational planning decisions. The information about the measured indicators has to be combined with other information to obtain an efficient level of resource utilisation; otherwise, it could generate incorrect assumptions regarding utilisation. The paper contributes to the topic of operational freight transport planning by describing the use of information on resource utilisation.
为应付经由海港的货运量增加,提高内地运输的资源利用率,至为重要。然而,关于资源利用的不同观点在港口腹地的操作决策中产生了使用信息的问题。本文的目的是探讨如何利用有关资源利用的资料,制订港口腹地货运的营运规划,以促进其改善。该研究以案例为基础,通过半结构化访谈、视觉观察和公司文件收集数据。研究结果用强调不同资源利用视角和公路货运链决策中信息使用的文献构建的框架进行分析。研究结果表明,在港口腹地运输系统的业务货运决策中,资源利用信息的使用是有限的,缺乏完整的系统概述。不同类型的效率参数估计(包括资源利用率)通常用于操作计划决策,而不是测量参数的信息。有关测量指标的信息必须与其他信息相结合,以获得有效的资源利用水平;否则,它可能会产生关于利用率的错误假设。本文通过描述资源利用信息的使用,为经营性货运规划的主题做出了贡献。
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引用次数: 2
Study into the Development of a Light Weight Smart Life Buoy Prototype (LWSLB) 轻型智能救生圈原型(LWSLB)研制研究
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.008
S. Thanakodi, Muhamad Lazim Talib, Syarifah Aishah Syed Ali, Norshahriah Wahab, Amalina Farhi Ahmad, Norshaheeda Mohd Noor, Muhammad Izham Bin Ahmad Zahari, Mohd Arif Ahmad
Life Buoy, also known as a life preserver, is a crucial safety tool on board any marine ships. The most common and conventional lifesaver is operated manually to save people from drowning, yet this method poses a risk for both the victim and rescuer. Hence, with the help of current technology, a smart lifebuoy has been developed, whereby the rescuer just operates the lifebuoy using remote control. Yet, the existing smart life buoy system has been found heavy and hard to be operated, especially for women, children, and other people with disabilities.This paper focuses on the development of a lightweight smart life buoy system and its characteristics.  Arduino Uno R3, Arduino Nano, DC motor 775, Transmitter and Receiver kit were the main components used in the development of the lightweight smart life buoy system (LWSLB). The developed LWSLB system was tested at the National Defence University of Malaysia’ swimming pool due to Covid-19 lockdown, and data such as speed, range of remote connection and battery endurance were obtained. It has been found out that the developed LWSLB weighs just 3.5kg overall compared to Brand S which weighs 13.75kg. However, in terms of speed, Brand S proves to be faster at 4.17m/s compared to LWSLB which exhibits a speed of 1.25m/s.
救生圈,也被称为救生圈,是任何海上船只上的重要安全工具。最常见和传统的救生器是手动操作来拯救溺水的人,然而这种方法对受害者和救援者都有风险。因此,在现有技术的帮助下,开发了一种智能救生圈,救援人员只需通过遥控器操作救生圈。然而,现有的智能救生圈系统笨重且难以操作,特别是对于妇女、儿童和其他残疾人。本文重点介绍了一种轻量化智能救生圈系统的研制及其特点。轻量级智能救生圈系统(LWSLB)的开发主要采用Arduino Uno R3、Arduino Nano、直流电机775、发射器和接收器套件。开发的LWSLB系统在马来西亚国防大学因新冠肺炎疫情封锁而关闭的游泳池进行了测试,获得了速度、远程连接范围、电池续航时间等数据。据悉,开发的LWSLB的总重量仅为3.5公斤,而S品牌的总重量为13.75公斤。但在速度方面,Brand S的速度为4.17m/ S,而LWSLB的速度为1.25m/ S。
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引用次数: 1
Sustainable Development of Port Cities from the Perspective of Transition Management 转型管理视角下的港口城市可持续发展
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.w01
Alen Jugović, Miljen Sirotić, I. Peronja
The strong and close relationship between the port and the city, which is often a consequence of historical circumstances, has become disrupted due to the negative impact of the port on the urban environment. The disruption of this relationship is forcing port city authorities worldwide to find effective methods to renew the port – city relationship. As an additional element to this complex relationship, the concept of sustainability is taken into consideration. Therefore, the relationship between the port and the city needs to be studied in compliance with economic, social and environmental criteria. This paper studies port and urban systems interdependently, as well as their integration into a sustainable whole. The dynamics of change in the port – city interface zone require careful planning and assessment before intervention and development. Accordingly, transition management is presented as a mechanism for renewing, coupling, and monitoring the relationship between the port and the city concerning their complex and dynamic nature. The paper’s key findings are based on the contribution of relevant economic, social, and environmental criteria through which the possibility of developing a systematic framework for a coordinated transition to a cooperative relationship between the port and the city from the perspective of sustainability is realized.
港口与城市之间牢固而密切的关系,往往是历史环境的结果,由于港口对城市环境的负面影响而被破坏。这种关系的破裂迫使世界各地的港口城市当局寻找有效的方法来更新港口城市关系。作为这种复杂关系的一个额外元素,可持续性的概念被考虑在内。因此,需要根据经济、社会和环境标准来研究港口与城市之间的关系。本文研究港口与城市系统的相互依存关系,并将其整合为一个可持续的整体。港城界面区的动态变化需要在干预和开发之前进行仔细的规划和评估。因此,过渡管理被呈现为一种机制,用于更新、耦合和监控港口与城市之间复杂和动态的关系。本文的主要发现是基于相关经济、社会和环境标准的贡献,通过这些标准,实现了从可持续发展的角度协调过渡到港口和城市之间合作关系的系统框架的可能性。
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引用次数: 3
Acoustic Approach to Determining Seabed Substrates Distribution at Mandi Darah Island, Sabah 测定沙巴州曼迪达拉岛海底基质分布的声学方法
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.007
Mohd Shukri Mohd Yusop, Mohd Norsyarizad Razali, Nazirah Md Tarmizi, Mohd Najib Abdul Ghani Yolhamid, M. Azzeri, A. Rahman
Marine ecosystems and natural habitat play the important role of the Earth’s life support system. They significantly contribute to economies and food safety and help preserve ecological processes. However, the devastation of the marine ecosystem in Malaysia due to the human factor and climate change is quite alarming. Therefore, spatial marine information, especially on the distribution of seabed substrates and habitat mapping, are of utmost importance for marine ecosystem management and conservation. Traditionally, seabed substrate and habitat mapping were classified based on direct observation techniques such as photography, video, sampling, coring and scuba diving. These techniques are often limited due to water clarity and weather conditions and only suitable for smaller scale surveys. In this study, we employed an acoustic approach using the RoxAnn Acoustic Ground Discrimination System (AGDS) with a high-frequency single-beam echo sounder to examine the distribution of seabed substrate at the Mandi Darah Island, Sabah. The acoustic signals recorded by AGDS are translated into hardness and roughness indices which are then used to identify the unique characteristics of the recorded seabed types. The analysis has shown that fifteen types of substrates, ranging from silt to rough/some seagrass, have been identified and classified. The findings demonstrated that the acoustic method was a better alternative for seabed substrate determination than the conventional direct observation techniques in terms of cost and time spent, especially in large scale surveys. The seabed substrate dataset from this study could be used as baseline information for the better management and conservation of the marine ecosystem.
海洋生态系统和自然栖息地是地球生命维持系统的重要组成部分。它们对经济和食品安全做出了重大贡献,并有助于保护生态过程。然而,由于人为因素和气候变化,马来西亚海洋生态系统的破坏是相当惊人的。因此,海洋空间信息,特别是海底底物分布和生境测绘,对海洋生态系统的管理和养护至关重要。传统上,海底基材和生境制图是基于摄影、视频、采样、取芯和水肺潜水等直接观测技术进行分类的。由于水的清晰度和天气条件,这些技术往往受到限制,只适用于较小规模的调查。在这项研究中,我们采用了一种声学方法,使用RoxAnn声学地面识别系统(AGDS)和高频单波束回声测深仪来检测沙巴州Mandi Darah岛的海底基岩分布。AGDS记录的声学信号被转换成硬度和粗糙度指数,然后用于识别记录的海底类型的独特特征。分析表明,已确定并分类了15种基质,从淤泥到粗糙/一些海草。研究结果表明,与传统的直接观测技术相比,声学方法在成本和时间上是确定海底基材的更好选择,特别是在大规模调查中。本研究的海底基质数据集可作为更好地管理和保护海洋生态系统的基线信息。
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引用次数: 0
Development and Experimental Investigation of a Marine Vessel Utilizing the Energy Ship Concept for Far Offshore Wind Energy Conversion 利用能源船概念进行远海风能转换的船舶研制与试验研究
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.001
Mohd Najib Abdul Ghani Yolhamid, Mohd Norsyarizad Razali, M. Azzeri, Mohd Shukri Mohd Yusop, A. Zaidi, Noh Zainal Abidin
The energy ship is a concept for offshore wind energy capture which has received very little attention until today. To this date, there had not been yet an experimental proof of concept. In order to tackle this issue, an experimental platform and data acquisition system has been developed. A 5.5m long sailing catamaran served as a platform equipped with a 240mm diameter water turbine. The energy ship platform has been tested several times in the actual river to investigate the workability of the platform and data acquisition system. Results show that energy ship platform can produced 500W electric power for a true wind speed of 10 knots.
能源船是一种海上风能捕获的概念,直到今天才受到很少的关注。到目前为止,还没有一个概念的实验证明。为了解决这一问题,开发了实验平台和数据采集系统。5.5米长的帆船双体船作为平台,配备240mm直径的水轮机。能源船平台在实际河流中进行了多次测试,验证了平台和数据采集系统的可行性。结果表明,在真风速为10节时,能源船平台可产生500W的电力。
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引用次数: 0
Maritime Stock Prices and Information Flows: A Cointegration Study 海运股票价格与信息流:协整研究
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.018
J. Shackman, P. Lambert, Phoenix Benitiez, Nathan Griffin, David Henderson
In this study, the issue of how global maritime stock prices influence the stock prices of large transportation companies in the U.S. and other large markets is examined. Maritime stocks are chosen because they are central in global trade and thus may be good indicators of future global stock market and economic trends. Maritime companies are often owned by families or governments and are traded in stock markets with lower standards of accountability, hence information flows from maritime stocks may be slower than flows from other stocks. Cointegration and vector error-correction analysis is used to analyze the short-term and long-term relationships between maritime stocks, rail stocks, and trucking stocks. Evidence is found of a gradual diffusion of information from maritime stock prices to large rail or trucking stocks. This suggests that price changes in maritime stocks may help predict changes in prices in non-maritime transportation stocks.
在这项研究中,全球海运股票价格如何影响美国和其他大型市场的大型运输公司的股票价格的问题进行了审查。选择海运股票是因为它们是全球贸易的中心,因此可能是未来全球股票市场和经济趋势的良好指标。海运公司通常为家族或政府所有,在问责标准较低的股票市场上交易,因此来自海运股票的信息流动可能比来自其他股票的信息流动慢。使用协整和矢量误差校正分析来分析海运股票、铁路股票和卡车股票之间的短期和长期关系。有证据表明,信息逐渐从海运股票价格扩散到大型铁路或卡车股票价格。这表明,海运股票的价格变化可能有助于预测非海运股票的价格变化。
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引用次数: 0
Risk Assessment of Wave Energy Converter At Kuantan Port, Pahang 彭亨州关丹港波浪能转换器的风险评估
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.002
Muhammad Asyraf Abdullah, Noh Zainal Abidin, Zulkifly Mat Radzi, Mohd Arif Ahmad, V. Munikanan, Mohd Norsyarizad Razali, Neza Ismail
Harvesting energy from ocean waves remains an untapped resource, and it is considered a new methodology in renewable energy, especially in Malaysia. This research is based on a project at Kuantan Port that used Wave Energy Converter (WEC) as a platform to generate energy from waves and convert it into electricity. The purpose of this research is to conduct a risk assessment before the execution of the project by referring to the International Organization for Standardization (ISO) 31000 and Risk Management Guidelines: Companion to AS/NZS 4360:2004. It started from risk identification and planned a mitigation way to reduce the grade of risk. These mitigations will be monitored throughout the project to avoid any accidents or harm during construction and installation in the future. The assessment will be using a qualitative analysis method that will gather all the possible risks that impact the project and propose the actions to mitigate the risk. The assessment will also consider the likelihood, seriousness, and weightage to determine the risk level. The risk assessment is divided into six clusters: project management, hydrography, mechanical, electrical, civil, and safety and security. After analysis, each cluster has given their feedback on the risk assessment and their cluster-s risk grade. This research has found that the risk grade is at grade C, which needs the risk assessment of this project to reduce the likelihood, seriousness, and required mitigation actions. Eventually, after the mitigation plan is applied to each risk, the grade of risk is reduced to N.
从海浪中收集能量仍然是一种未开发的资源,它被认为是可再生能源的一种新方法,特别是在马来西亚。本研究基于关丹港的一个项目,该项目使用波浪能量转换器(WEC)作为平台,从波浪中产生能量并将其转化为电能。本研究的目的是参考国际标准化组织(ISO) 31000和风险管理指南:AS/NZS 4360:2004的同伴,在项目执行之前进行风险评估。它从风险识别出发,规划了降低风险等级的缓解方法。这些缓解措施将在整个项目中进行监测,以避免未来在施工和安装期间发生任何事故或伤害。评估将使用定性分析方法,该方法将收集影响项目的所有可能的风险,并提出减轻风险的行动。评估还将考虑可能性、严重性和权重,以确定风险水平。风险评估分为六个集群:项目管理、水文、机械、电气、土木和安全。经过分析,每个聚类都给出了自己的风险评估反馈,并给出了自己的聚类风险等级。本研究发现,风险等级为C级,需要对该项目进行风险评估,以降低可能性、严重性和所需的缓解措施。最终,将缓解计划应用于每个风险后,风险等级降为N。
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引用次数: 0
Accessible Learning Sources: A Need Analysis on Maritime English Learning Apps 无障碍学习资源:海事英语学习应用的需求分析
IF 0.8 Q3 ENGINEERING, MARINE Pub Date : 2021-10-21 DOI: 10.7225/toms.v10.n02.020
Purnama Nancy Lumban Batu, A. Priadi, Wida Cahyaningrum
Maritime English is defined as the English language used by seafarers both at sea and in port and by individuals working in the shipping and shipbuilding industry. The teachers are required to make the students skillful and ready to work in maritime sectors once they graduate. The existing and relevant maritime English learning materials following STCW 2010 curriculum in Indonesia are still rare and limited. This study aims to conduct a need analysis of android and web-based Maritime English apps based on the students' perspectives. This study uses questionnaires shared and completed randomly by 318 students from different majors and at Sekolah Tinggi Ilmu Pelayaran (Maritime Higher Education Institute) Jakarta. The data is gathered and analyzed accordingly to create the essential concept of the MarEng apps design. The questionnaire result indicates that most of the participants need an ME learning platform in order for them to have better access to and to practice the required knowledge and skills. Explicit bilingual instructions and features like video, audio, and text are also preferred to be incorporated. It is suggested to start from the elementary level and cover the four skills, especially listening, speaking, and pronunciation. It is so suggested that the platform can be constructed in easy and fun UI/UX covering the required content.
海事英语被定义为海员在海上和港口以及在航运和造船业工作的个人使用的英语。教师需要使学生熟练并准备在毕业后在海事部门工作。印尼现有的与STCW 2010课程相关的海事英语学习材料仍然非常稀少和有限。本研究旨在基于学生的视角,对android和基于网络的海事英语应用程序进行需求分析。本研究采用问卷调查的方式,由来自雅加达海事高等教育学院318名不同专业的学生随机填写。数据被收集和分析,以创建MarEng应用程序设计的基本概念。问卷调查结果表明,大多数参与者需要一个ME学习平台,以便他们更好地获得和实践所需的知识和技能。明确的双语教学以及视频、音频和文本等功能也更可取。建议从初级阶段开始,覆盖四项技能,特别是听、说、发音。因此,建议该平台可以构建在覆盖所需内容的简单有趣的UI/UX中。
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引用次数: 2
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Transactions on Maritime Science-ToMS
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