神经网络在船舶主柴油机建模中的应用

该文研究用BP神经网络建立船舶主柴油机模型的方法,并对BP算法进行了改进,提出了一种动态优化学习率的方法,对6L80MC柴油机实际数据用BP网络进行计算的结果表明,该算法能有效地建立船舶主柴油机模型。该模型已成功用于船舶主机遥控仿真系统中。     

LPG船舷侧结构的碰撞性能研究

研究了LPG船舷侧结构碰撞损伤过程和多种构件的抗撞作用,通过分析发现,LPG船的舷侧耐撞力远远低于同吨位的常规单壳船。LPG船的强肋骨在抵抗碰撞中起主要作用,由此提出提高常规LPG船舷侧结构提高耐撞力的最佳途径。     

三峡枢纽通航半分节驳船队运输分析及船型规划

该文在分析航道,货源及典型航线等基础上,采用分段计算对三峡枢纽通航半分节驳船队的营运经济性作了分析,提出了三峡枢纽过坝半分节驳船队及相应船型。     

基于神经网络预报的实时专家控制器设计

该文提出一种在保证控制系统稳定的前提下,能实时跟踪船舶航行环境变化和船舶操纵动态特性变化,以逐步提高自动操纵系统控制性能的实时专家控制器。仿真结果表明了此实时专家控制器的有效性,且算法简单,易在线实现。     

考虑外环境影响的船舶操纵模拟自动舵系统

自动舵系统是建立船舶操纵离线模拟模型所要解决的关键因素之一,本文给出了一种船舶操纵模拟自动舵系统,该系统可以对船舶出入港时受到的复杂载荷,如风,浪,流,限制性航道等做出合理反应,可以应用于船舶出入港操纵运动的离线模拟中。     

Artificial forces for virtual autonomous ships with encountering situations in restricted waters

ABSTRACT

Even if the same two ships operate in the same encountering situation, the actual strategies and timing of operations may be different. Therefore, the fixed collision avoidance trajectory and ship movements are no longer suitable for simulating the real ship behaviour. This paper tries to develop an artificial intelligent system that fully sensitive to the local circumstances and command a ship in virtual environment. Based on AIS (Automatic Identification System) data, this study has developed artificial forces which help decision makings on-board independently under different situations and catching the stochastic nature of ship behaviours during collision avoidances manoeuvring. Actual ship tracks are helpful for ascertaining the parameters that contribute to artificial forces in collision avoidances, while the correlation coefficient analysis is helpful to distinguish the parameters. This study will help to develop a navigation traffic simulation to reflect the realistic ship behaviour and provide reliable information for port and waterway planning, risk analysis, and mitigation measures. The method can be used in developing algorithms for autonomous ships. The method introduced in this study lays a foundation for developing artificial forces at intersections or bends, although the model is only applicable in straight channels at the moment.     

船舶物流技术发展探究

本文系统梳理了我国船舶物流技术的发展现状及其成因,进而提出了船上物流标准化、信息化、自动化和智能化的总体发展方案,尤其是融合发展策略,将助推船舶物流技术的发展。     

Benefit of speed reduction for ships in different weather conditions

Currently, the shipping industry is facing a great challenge of reducing emissions. Reducing ship speeds will reduce the emissions in the immediate future with no additional infrastructure. However, a detailed investigation is required to verify the claim that a 10% speed reduction would lead to 19% fuel savings (Faber et al., 2012).This paper investigates fuel savings due to speed reduction using detailed modeling of ship performance. Three container ships, two bulk carriers, and one tanker, representative of the shipping fleet, have been designed. Voyages have been simulated by modeling calm water resistance, wave resistance, propulsion efficiency, and engine limits. Six ships have been simulated in various weather conditions at different speeds. Potential fuel savings have been estimated for a range of speed reductions in realistic weather.It is concluded that the common assumption of cubic speed-power relation can cause a significant error in the estimation of bunker consumption. Simulations in different seasons have revealed that fuel savings due to speed reduction are highly weather dependent. Therefore, a simple way to include the effect of weather in shipping transport models has been proposed.Speed reduction can lead to an increase in the number of ships to fulfill the transport demand. Therefore, the emission reduction potential of speed reduction strategy, after accounting for the additional ships, has been studied. Surprisingly, when the speed is reduced by 30%, fuel savings vary from 2% to 45% depending on ship type, size and weather conditions. Fuel savings further reduce when the auxiliary engines are considered.     

基于规范方法的小水线面双体船疲劳强度研究

论文介绍了船舶结构疲劳强度评估基本原理,并对一条2200t级小水线面双体船进行规范法疲劳强度评估。针对小水线面双体船结构特点,采用规范进行疲劳载荷计算;结合全船有限元计算结果进行疲劳部位筛选;采用有限元法提取疲劳部位的热点应力,并计算疲劳部位的累积损伤度。分析计算结果,提出疲劳部位优化方案。     

带扰动观测器的船舶轨迹跟踪自适应动态面滑模控制

针对遭受未知外部环境扰动的三自由度全驱动船舶轨迹跟踪控制问题,设计一种带扰动观测器的自适应动态面滑模控制方法。该方法构造扰动观测器估计未知扰动,并对控制量进行前馈补偿,采用σ修正泄漏项的自适应律估计扰动观测误差的界以提高控制精度,结合动态面技术解决传统反演法的微分爆炸问题,并选取李雅普诺夫函数证明该控制器可保证闭环系统内所有信号的一致最终有界性。基于一艘供给船舶进行仿真试验,结果表明,所设计的控制器输出合理有效且跟踪精度高,在工程实际中具有一定的参考价值。