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Evaluating Ammonia and Methanol as Lower-Emission Alternatives to liquefied natural gas for Medium-speed Marine Engines:A Thermodynamic Analysis
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作者 Mohamed Djermouni Ahmed Ouadha 《哈尔滨工程大学学报(英文版)》 2025年第4期729-743,共15页
This work investigates the potential of low-pressure,medium-speed dual-fuel engines for cleaner maritime transportation.The thermodynamic performance of these engines is explored using three alternative fuels:liquefie... This work investigates the potential of low-pressure,medium-speed dual-fuel engines for cleaner maritime transportation.The thermodynamic performance of these engines is explored using three alternative fuels:liquefied natural gas(LNG),methanol,and ammonia.A parametric analysis examines the effect of adjustments to key engine parameters(compression ratio,boost pressure,and air-fuel ratio)on performance.Results show an initial improvement in performance with an increase in compression ratio,which reaches a peak and then declines.Similarly,increases in boost pressure and air-fuel ratio lead to linear performance gains.However,insufficient cooling reduces the amount of fuel burned,which hinders performance.Exergy analysis reveals significant exergy destruction within the engine,which ranges from 69.96%(methanol)to 78.48%(LNG).Notably,the combustion process is the leading cause of exergy loss.Among the fuels tested,methanol exhibits the lowest combustion-related exergy destruction(56.41%),followed by ammonia(62.12%)and LNG(73.77%).These findings suggest that methanol is a promising near-term alternative to LNG for marine fuel applications. 展开更多
关键词 AMMONIA METHANOL Liquefied natural gas THERMODYNAMIC medium-speed Dual-fuel engine
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Miller Cycle with Early Intake Valve Closing in Marine Medium-Speed Diesel Engines 被引量:1
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作者 Shengli Wei Chengcheng Wu +2 位作者 Shuzhe Yan Tongyuan Ding Jie Chen 《Journal of Marine Science and Application》 CSCD 2022年第1期151-160,共10页
In this study,a one-dimensional simulation was performed to evaluate the performance of in-cylinder combustion to control NO_(x) emissions on a four-stroke,six-cylinder marine medium-speed diesel engine.Reducing the c... In this study,a one-dimensional simulation was performed to evaluate the performance of in-cylinder combustion to control NO_(x) emissions on a four-stroke,six-cylinder marine medium-speed diesel engine.Reducing the combustion temperature is an important in-cylinder measure to decrease NO_(x) emissions of marine diesel engines.The Miller cycle is an effective method used to reduce the maximum combustion temperature in a cylinder and accordingly decrease NO_(x) emissions.Therefore,the authors of this study designed seven different early intake valve closing(EIVC)Miller cycles for the original engine,and analyzed the cycle effects on combustions and emissions in high-load conditions.The results indicate that the temperature in the cylinder was significantly reduced,whereas fuel consumption was almost unchanged.When the IVC was properly advanced,the ignition delay period increased and the premixed combustion accelerated,but the in-cylinder average pressure,temperature and NO_(x) emissions in the cylinder were lower than the original engine.However,closing the intake valve too early led to high fuel consumption.In addition,the NO_(x) emissions,in-cylinder temperature,and heat release rate remarkably increased.Therefore,the optimal timing of the EIVC varied with different loads.The higher the load was,the earlier the best advance angle appeared.Therefore,the Miller cycle is an effective method for in-engine NO_(x) purification and does not entail significant cost. 展开更多
关键词 medium-speed diesel engine Miller cycle COMBUSTION NO_(x)emission Early intake valve closing(EIVC)
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Application Progress of Computational Fluid Dynamic Techniques for Complex Viscous Flows in Ship and Ocean Engineering 被引量:5
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作者 Jianhua Wang Decheng Wan 《Journal of Marine Science and Application》 CSCD 2020年第1期1-16,共16页
Complex flow around floating structures is a highly nonlinear problem,and it is a typical feature in ship and ocean engineering.Traditional experimental methods and potential flow theory have limitations in predicting... Complex flow around floating structures is a highly nonlinear problem,and it is a typical feature in ship and ocean engineering.Traditional experimental methods and potential flow theory have limitations in predicting complex viscous flows.With the improvement of high-performance computing and the development of numerical techniques,computational fluid dynamics(CFD)has become increasingly powerful in predicting the complex viscous flow around floating structures.This paper reviews the recent progress in CFD techniques for numerical solutions of typical complex viscous flows in ship and ocean engineering.Applications to free-surface flows,breaking bow waves of high-speed ship,ship hull-propeller-rudder interaction,vortexinduced vibration of risers,vortex-induced motions of deep-draft platforms,and floating offshore wind turbines are discussed.Typical techniques,including volume of fluid for sharp interface,dynamic overset grid,detached eddy simulation,and fluid-structure coupling,are reviewed along with their applications.Some novel techniques,such as high-efficiency Cartesian grid method and GPU acceleration technique,are discussed in the last part as the future perspective for further enhancement of accuracy and efficiency for CFD simulations of complex flow in ship and ocean engineering. 展开更多
关键词 Complex ship and ocean engineering flows Free-surface flows Overset grid method Fluid–structure interaction naoe-FOAM-SJTU solver
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Fault Tree Analysis of Fire and Explosion Accidents for Dual Fuel (Diesel/Natural Gas) Ship Engine Rooms 被引量:1
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作者 Yifeng Guan Jie Zhao +1 位作者 Tengfei Shi Peipei Zhu 《Journal of Marine Science and Application》 CSCD 2016年第3期331-335,共5页
In recent years, China's increased interest in environmental protection has led to a promotion of energy-efficient dual fuel(diesel/natural gas) ships in Chinese inland rivers. A natural gas as ship fuel may pose ... In recent years, China's increased interest in environmental protection has led to a promotion of energy-efficient dual fuel(diesel/natural gas) ships in Chinese inland rivers. A natural gas as ship fuel may pose dangers of fire and explosion if a gas leak occurs. If explosions or fires occur in the engine rooms of a ship, heavy damage and losses will be incurred. In this paper, a fault tree model is presented that considers both fires and explosions in a dual fuel ship; in this model, dual fuel engine rooms are the top events. All the basic events along with the minimum cut sets are obtained through the analysis.The primary factors that affect accidents involving fires and explosions are determined by calculating the degree of structure importance of the basic events.According to these results, corresponding measures are proposed to ensure and improve the safety and reliability of Chinese inland dual fuel ships. 展开更多
关键词 dual fuel ship engine room fault tree fire and explosion safety measures gas leak
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An Analysis on Application and Trend of Low-Alloy Steel in Shipbuilding and Offshore Engineering Industry
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作者 LI Xin-xin,NA Rong-qing,MENG Zhao-chuang (Dalian Shipbuilding Industry Engineering and Research Institute,Dalian 116000,Liaoning,China) 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2011年第S1期827-830,共4页
Since 2003,China shipbuilding industry has stepped into the orbit of fast growth.In this paper,a brief analysis has been made on application of low-alloy steel in the shipbuilding and offshore engineering industry,and... Since 2003,China shipbuilding industry has stepped into the orbit of fast growth.In this paper,a brief analysis has been made on application of low-alloy steel in the shipbuilding and offshore engineering industry,and the further requirements on the marine steel plates elaborated in combination with the future development trend in this industry.Meanwhile,a reference approach is proposed for potential cooperation between the shipbuilding industry and steel industry. 展开更多
关键词 low-alloy steel ship and offshore engineering
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Knowledge-based engineering approach for the support of ship structure design
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作者 杨和振 Chen Jinfeng +1 位作者 Ma Ning Wang Deyu 《High Technology Letters》 EI CAS 2013年第3期240-245,共6页
The paper presents a knowledge-based engineering (KBE) approach for ship node components design. In the ship design process, many design tasks need design experiences to support. Howev- er, a ship design process is ... The paper presents a knowledge-based engineering (KBE) approach for ship node components design. In the ship design process, many design tasks need design experiences to support. Howev- er, a ship design process is a complicated process with many simultaneously repetitive and time-con- suming activities. In this research, the method combines KBE with Tribon system's built-in devel- opment language tools of Vitesse, captures and applies design knowledge for achieving standard com- ponents intelligent design modeling. A case study and industry implementation illustrate the feasibili- ty of the proposed methodology. The KBE technique can provide not only proper references, sug- gests and supports but also knowledge integrated in the ship structure design. Especially, these rules related to the design can avoid lots of design mistakes. During the ship design stage, getting more precise and better designs will not only reduce the time of rework and wasting resources but also shorten the construction time_ imnrov~ clilnl;hz ~nA nrnf;t 展开更多
关键词 knowledge-based engineering KBE) ship design components library Tribon system
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The Origin of Chinese Modem Engineering Education: Fuzhou Shipping School's Engineering Education at Late Qing Dynasty
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作者 Chen Jia 《Journal of Philosophy Study》 2014年第4期302-314,共13页
Engineering education is an important issue in engineering practice, and engineering practice and characteristics can be seen through examining the history of early Chinese engineering education. During the period ran... Engineering education is an important issue in engineering practice, and engineering practice and characteristics can be seen through examining the history of early Chinese engineering education. During the period ranging from the 1860s to the middle of the 1890s, the westernization group set up a series of modern industrial and mining enterprises for military and civil use, making the implementation of modern engineering education become possible and necessary. Thanks to their efforts, many schools and old-style private schools for teaching knowledge about western science and technology and training senior engineering managements and talents were gradually founded in China. These modern education organizations are the source and beginning of Chinese engineering education, which is also the origin of modernization of Chinese engineering education. This article takes Fuzhou Shipping School for case studies, using a cultural anthropology approach to examine the overall status, basic characteristics, and impact evaluation of engineering education during the Westernization Movement in China. It reiterates the idea of that "engineering education should be returned to engineering practice," and tries to explain the framework of the development of engineering education in China. Through conducting research, we find that the development of engineering education in modem China generally has the basic resources for realization of internationalization through "westernization" and localization through traditional culture and education and the general characteristics of diversification of social influence. During the development process, it has accumulated valuable experience for timely reform and gradual improvement of modernization: attaching importance to culture and cultivating qualified technical personnel; strictly requiring and building high-level schools and specialties; learning the advanced knowledge and bravely utilizing foreign educational resources; setting pragmatic and highly pertinent disciplines and specialties. It also left the society with thought-provoking lessons, namely, the lagging industrial production and social instability made the development severely restricted and obstructed; the unreasonable development layout resulted in the intensified imbalanced development in different regions; the bureaucracy nature imposed serious impact on efficiency and effectiveness of education; the negligence of innovation made the great-leap-forward development failed, etc. 展开更多
关键词 engineering Education China Fuzhou shipping School Late Qing
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基于Pro/ENGINEER曲面建模技术的三维船体造型设计 被引量:6
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作者 王骁 万林 +2 位作者 杨波 石爱国 杨宝璋 《舰船科学技术》 北大核心 2007年第5期12-14,28,共4页
To calculate ship’s bydrodynamic by CFD-software,how to define the region is very important In order to found the 3D complex hull,the author chose Pro/ENGINEER’s powerful "curve" technology to do.In this p... To calculate ship’s bydrodynamic by CFD-software,how to define the region is very important In order to found the 3D complex hull,the author chose Pro/ENGINEER’s powerful "curve" technology to do.In this paper,the author use analysis-method to evaluate the hull-surface,and based on the evaluation-value to adjust the surface,in order to make the surface lubricity. 展开更多
关键词 PRO/engineER 造型设计 三维船体 建模技术 曲面 几何区域 CFD计算 CFD软件
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Measurements of Emissions to Air from a Marine Engine Fueled by Methanol 被引量:5
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作者 Erik Fridell Håkan Salberg Kent Salo 《Journal of Marine Science and Application》 CSCD 2021年第1期138-143,共6页
Emissions of exhaust gases and particulate matter from a dual fuel marine engine using methanol as fuel with marine gasoil as pilot fuel have been examined for a ferry during operation.The emission factor for nitrogen... Emissions of exhaust gases and particulate matter from a dual fuel marine engine using methanol as fuel with marine gasoil as pilot fuel have been examined for a ferry during operation.The emission factor for nitrogen oxides is lower than what is typically found for marine gasoil but does not reach the tier III limit.The emissions of particulate matter are significantly lower than for fuel oils and similar to what is found for LNG engines.The main part of the particles can be found in the ultrafine range with the peak being at around 18 nm.About 93%of the particles are evaporated and absorbed when using a thermodenuder,and thus a large majority of the particles are volatile.Methanol is a potential future marine fuel that will reduce emissions of air pollutants and can be made as a biofuel to meet emission targets for greenhouse gases. 展开更多
关键词 Marine engine METHANOL shipPING Marine fuels EMISSIONS Nitrogen oxides Particulate matter
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基于Google Earth Engine的海量舰船目标SAR图像处理应用研究 被引量:2
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作者 雷禹 冷祥光 计科峰 《信号处理》 CSCD 北大核心 2021年第6期1075-1085,共11页
传统基于单机的合成孔径雷达(Synthetic Aperture Radar,SAR)图像舰船目标检测需要在本地计算机上进行数据下载、处理和分析,这极大受限于本地计算机的性能,只能对少量SAR图像进行检测。本文利用Google Earth Engine(GEE)遥感云计算平... 传统基于单机的合成孔径雷达(Synthetic Aperture Radar,SAR)图像舰船目标检测需要在本地计算机上进行数据下载、处理和分析,这极大受限于本地计算机的性能,只能对少量SAR图像进行检测。本文利用Google Earth Engine(GEE)遥感云计算平台的海量数据存储和强大运算能力,通过在云端部署SAR卫星数据、模型算法和计算机算力,在GEE平台上进行了大范围海域的海量舰船目标SAR图像处理应用研究,实现了舰船目标检测同时还可以获取舰船目标信息、统计舰船目标数量、批量下载目标检测结果图像等。通过在Sentinel-1 SAR数据上进行相关实验,结果表明本文研究可在线对海量SAR数据进行实时、高效、快速地处理,对海上舰船监视具有较高的实际应用价值。 展开更多
关键词 合成孔径雷达 Google Earth engine 遥感云计算 舰船检测 海上监视
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Investigations of an Air Starting Motor of Marine Medium-Speed Diesel Engine with Numerical Analyses 被引量:1
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作者 Yeon Won Lee Yoon Hwan Choi Deog Hee Doh 《Journal of Thermal Science》 SCIE EI CAS CSCD 2010年第2期148-153,共6页
The marine medium-speed diesel engines are started by two methods;one is the electric motors,and the other air starting motors.Even though air starting motor is dependent of the engine types and sizes,it has been wide... The marine medium-speed diesel engines are started by two methods;one is the electric motors,and the other air starting motors.Even though air starting motor is dependent of the engine types and sizes,it has been widely used in this area due to its simplicity,convenience and reliability.The purpose of this paper is to give the designing parameters in order to make a proper "Air Starting Motor" using CFD.The aerodynamic approaches were given to understand the internal flow characteristics of the air starting motor.In addition,we have carried out the investigation of effects of tip clearance.In the calculations the tip clearance of air starting motor has been varied between 0,2.8,4.3 and 5.7% of blade span.The results of computation are the tip clearance increased to 2.8%,the torque decreased 24%,and there was no more large changes when the clearances increased to 4.3% and 5.7%. 展开更多
关键词 medium-speed Diesel engine Air Starting Motor CFD Tip Clearance Influences
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A Case Study of a Solid Oxide Fuel Cell Plant on Board a Cruise Ship 被引量:3
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作者 Luca Micoli Tommaso Coppola Maria Turco 《Journal of Marine Science and Application》 CSCD 2021年第3期524-533,共10页
The work is a case study of a cruise ship supplied by liquefied natural gas(LNG)and equipped with a solid oxide fuel cell(SOFC).It is supposed that a 20 MW SOFC plant is installed on-board to supply hotel loads and as... The work is a case study of a cruise ship supplied by liquefied natural gas(LNG)and equipped with a solid oxide fuel cell(SOFC).It is supposed that a 20 MW SOFC plant is installed on-board to supply hotel loads and assisting three dual-fuel(DF)diesel/LNG generator sets.LNG consumption and emissions are estimated both for the SOFC plant and DF generator sets.It results that the use of LNG-SOFC plant in comparison to DF generator sets allows to limit significantly the SO_(x),CO,NO_(x),PM emissions and to reduce the emission of CO_(2)by about 11%.A prediction of the weight and volume of the SOFC plant is conducted and a preliminary modification of the general arrangement of the cruise ship is suggested,according to the latest international rules.It results that the SOFC plant is heavier and occupies more volume on board than a DF gen-set;nevertheless,these features do not affect the floating and the stability of the cruise ship. 展开更多
关键词 Solid oxide fuel cell(SOFC) Cruise ship Greenhouse gas emissions CO_(2)emissions Liquefied natural gas(LNG) Dual-fuel engines
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Review on the Progress and Issues in Liquid Tank Sloshing of Ships 被引量:1
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作者 ZHANG Zhen TAO Ai-feng +1 位作者 WU Qiao-rui XIE Yong-he 《China Ocean Engineering》 SCIE EI CSCD 2023年第5期709-724,共16页
With the development of large liquid cargo ships,liquid tank sloshing has gradually become a hot research topic in the area of shipping and ocean Engineering.Liquid tank sloshing,characterized by strong nonlinearity a... With the development of large liquid cargo ships,liquid tank sloshing has gradually become a hot research topic in the area of shipping and ocean Engineering.Liquid tank sloshing,characterized by strong nonlinearity and randomness,not only affects the stability of the ship but also generates a huge impact force on the wall of the tank.To further investigate liquid tank sloshing,a comprehensive review is given on the research process of the most focused subjects of liquid sloshing.Summarizing the existing research will help to identify issues in the current field and provide useful references.The methods for investigating sloshing,the research progress and the situations worldwide are discussed.The advantages and defects of experiments and numerical simulations are also explored.The problems which need to be explored in the future are subsequently proposed. 展开更多
关键词 naval architecture and marine engineering liquid tank sloshing liquid cargo ship large deformation progress review
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基于SHIPFLOW内河船阻力预报研究 被引量:2
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作者 杨敬东 刘永臻 雷林 《重庆交通大学学报(自然科学版)》 CAS 北大核心 2018年第7期118-122,共5页
基于SHIPFLOW软件模拟内河船舶周围流场,考虑流体黏性及自由表面影响,预报船舶阻力,选择3种船体网格(CC,MM,MF)进行船体表面网格划分,采用势流理论与黏流理论的分区分步计算方法(ZONAL法),将数值计算的船舶总阻力与根据艾亚法经验公式... 基于SHIPFLOW软件模拟内河船舶周围流场,考虑流体黏性及自由表面影响,预报船舶阻力,选择3种船体网格(CC,MM,MF)进行船体表面网格划分,采用势流理论与黏流理论的分区分步计算方法(ZONAL法),将数值计算的船舶总阻力与根据艾亚法经验公式估算出的总阻力对比,计算结果表明:网格划分形式MM的计算结果与经验法最为接近,同时验证了SHIPFLOW软件求解技术的可靠性并提高了换算效率,最后选择MM网格化分形式,对该船进行阻力预报。 展开更多
关键词 船舶工程 阻力预报 数值计算 艾亚法
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Study on the Digital Manufacturing System of Ship Model Surface
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作者 ZHU Linsen TANG Yangping BIN Hongzan FENG Qingxiu XIONG Zhengpeng (school of Mechanical Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074 China 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S2期547-551,共5页
Because a ship model surface (SMS) is a large double-curved 3-D surface,the machining efficiency of the cur- rent handcraft manufacturing method are very low,and the precision is difficult to control also.In order to ... Because a ship model surface (SMS) is a large double-curved 3-D surface,the machining efficiency of the cur- rent handcraft manufacturing method are very low,and the precision is difficult to control also.In order to greatly improve the machining efficiency and precision of SMS,based on the CAD/CAM/CNC technology,this paper proposed a model of SMS digi- tal manufacturing system,which is composed of five functional modules (preprocess module,CAD module,CAM module,post- process module and CNC module),and a twin-skeg SMS as an example,the key technologies & design principle of the nodtules were investigated also Based on the above research works,the first set of 4-axis SMS Digital Manufacturing System in China has been successfully developed,which can reduce the machining time of the twin-skeg SMS from 30 working days needed for the cur- rent handcrafting manufacturing method to 8 hours now,and which can control more effectively the precision of SMS also. 展开更多
关键词 ship engineERING ship model surface(SMS) DIGITAL MANUFACTURING CAD/CAM/CNC
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Study on Anti-ship Missile Saturation Attack Model 被引量:1
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作者 王光辉 孙学锋 +1 位作者 严建钢 谢宇鹏 《Defence Technology(防务技术)》 SCIE EI CAS 2010年第1期10-15,共6页
Based on the analysis for the interception process of ship-to-air missile system to the anti-ship missile stream, the antagonism of ship-to-air missile and anti-ship missile stream was modeled by Monte Carlo method. T... Based on the analysis for the interception process of ship-to-air missile system to the anti-ship missile stream, the antagonism of ship-to-air missile and anti-ship missile stream was modeled by Monte Carlo method. This model containing the probability of acquiring anti-ship missile, threat estimation, firepower distribution, interception, effectiveness evaluation and firepower turning, can dynamically simulate the antagonism process of anti-ship missile attack stream and anti-air missile weapon system. The anti-ship missile's saturation attack stream for different ship-to-air missile systems can be calculated quantitatively. The simulated results reveal the relations among the anti-ship missile saturation attack and the attack intensity of anti-ship missile, interception mode and the main parameters of anti-air missile weapon system. It provides a theoretical basis for the effective operation of anti-ship missile. 展开更多
关键词 operational research system engineering anti-ship missile ship-to-air missile saturation attack antagonism model penetrate efficiency
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基于改进YOLOv8和ByteTrack的桥梁通航船舶识别与追踪 被引量:1
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作者 王浩 王旭 +3 位作者 廖睿轩 茅建校 张一鸣 颜王吉 《东南大学学报(自然科学版)》 北大核心 2025年第5期1380-1387,共8页
针对近年来频发的船桥相撞事故,深入分析了现有桥梁主动防船撞方法的不足,设计并实现了一种基于改进YOLOv8和ByteTrack算法的航道船舶识别与追踪方法。在YOLOv8网络结构的主干网络和颈部网络之间引入了3个卷积块注意力模块(CBAM),以增... 针对近年来频发的船桥相撞事故,深入分析了现有桥梁主动防船撞方法的不足,设计并实现了一种基于改进YOLOv8和ByteTrack算法的航道船舶识别与追踪方法。在YOLOv8网络结构的主干网络和颈部网络之间引入了3个卷积块注意力模块(CBAM),以增强模型对关键特征的捕捉能力。此外,采用了ByteTrack算法来提高船舶追踪的准确性和鲁棒性,并进行对比实验分析。结果表明,改进后的模型在多目标追踪准确性(MOTA)和识别准确度(IDF1)上分别达到了79.8%和84.5%,相比原始YOLOv8模型有了约5%的精度提升,且相比于一些其他主流注意力机制模块也有更大提升。在图像处理速度方面,改进方法相对于多目标追踪算法Bot-SORT算法图像处理速度快约56%,处理相同目标图像耗时更少。 展开更多
关键词 桥梁工程 船舶追踪 深度学习 计算机视觉 YOLOv8 ByteTrack
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Penetration Capability Comparison of the Same Anti-ship Missiles Between Millimeter and Centimeter Wave Seekers
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作者 曾家有 王娜 孙涛 《Defence Technology(防务技术)》 SCIE EI CAS 2009年第2期106-111,共6页
This paper compares the penetration capabilities of the same type anti-ship missiles with millimeter wave(MMW)seeker and centimeter wave seeker,and constructs mathematical models of penetration probability and saturat... This paper compares the penetration capabilities of the same type anti-ship missiles with millimeter wave(MMW)seeker and centimeter wave seeker,and constructs mathematical models of penetration probability and saturation attack number for all anti-ship missiles used in the countermeasure system,according to the rule which makes the ship-borne air defence system oppase as far as possible and equally,and combining the actual combat situation.It can be seen,from analysis of the countermeasure process between anti-ship missile and surface naval ship,that for the same type of anti-ship missile with different seekers,the main influence on the penetration capability is from electronic jamming system.Based on the built model,the penetration capabilities of the same type anti-ship missiles with MMW and centimeter wave seekers are simulated.The simulated results show that the penetration capability of MMW seeker is slightly better than that of the centimeter wave seeker and its saturation attack number is also influenced by the discovering probability greatly.Finally,some suggestions to get superior penetration effect are given for a commander to choose seeker type suitably. 展开更多
关键词 毫米波导引头 反舰导弹 穿透能力 厘米波 舰载防空系统 类型选择 电子干扰系统 数学模型
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基于大数据分析的内河货运船舶污染物量产生标准研究 被引量:1
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作者 邓健 唐璇 +2 位作者 刘玉龙 黄熊 刘少勇 《安全与环境学报》 北大核心 2025年第3期1175-1182,共8页
随着我国对于生态文明建设的日益重视,内河船舶水污染物开始进入“零排放”时代。为了准确地掌握内河船舶污染物量产生标准,研究基于长江干线水污染物联合监管与服务信息系统(“船E行”系统)大数据,针对长江内河主力货运船舶(干散货船... 随着我国对于生态文明建设的日益重视,内河船舶水污染物开始进入“零排放”时代。为了准确地掌握内河船舶污染物量产生标准,研究基于长江干线水污染物联合监管与服务信息系统(“船E行”系统)大数据,针对长江内河主力货运船舶(干散货船、集装箱船、液货船)的典型船舶污染物(船舶垃圾、船舶生活污水和含油污水)产生量展开探讨。采用滑动窗口法和95%置信区间法,确立污染物产生量的推荐标准,并通过实船数据的对比分析,进一步表明了所提出标准的合理性和准确性。研究结果有助于完善相关标准规范,加强船舶污染物监管。 展开更多
关键词 环境工程学 大数据分析 内河船舶 船舶污染物 量产生标准
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基于YOLO-IST的红外船舶目标检测算法研究 被引量:1
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作者 陈里里 杨维川 +1 位作者 张程旺 赵鑫 《重庆交通大学学报(自然科学版)》 北大核心 2025年第3期79-87,共9页
针对红外船舶图像目标特征模糊、背景复杂以及小目标漏检等问题,基于YOLOv8提出一种面向海上交通中船舶目标的检测算法YOLO-IST(YOLO for infrared ship target)。在基线模型的骨干网络中引入C2f_DBB模块和CPCA注意力机制,通过增加特征... 针对红外船舶图像目标特征模糊、背景复杂以及小目标漏检等问题,基于YOLOv8提出一种面向海上交通中船舶目标的检测算法YOLO-IST(YOLO for infrared ship target)。在基线模型的骨干网络中引入C2f_DBB模块和CPCA注意力机制,通过增加特征提取层来提升模型对目标的识别能力;利用C2f_Faster_EMA模块替换颈部网络中的C2f模块,以提升模型检测精度和速度;采用多重注意力的动态检测头Dynamic Head优化模型框架,增强模型对小船舶目标的检测效果。研究结果表明:YOLO-IST的召回率R_(ecall)、精确率P_(recision)、平均精度M_(ap@50)、平均精度M_(ap@50-95)和F_(1score)分别达到89.7%、90.5%、94.7%、66.6%、90.1%,较基线模型YOLOv8分别提升了4.5%、3.8%、4.4%、4.7%、4.2%。该模型的提出在海上智能交通中具有较广泛的应用前景。 展开更多
关键词 交通运输工程 船舶工程 红外目标检测 YOLOv8 注意力机制
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