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Adaptive neural network fault-tolerant sliding mode control for ship berthing with actuator faults and input saturation 具有执行器故障和输入饱和的船舶靠泊自适应神经网络容错滑模控制
IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100644
Son Tung Vu , Thai Duong Nguyen , Hai Van Dang , Van Suong Nguyen
This paper develops a robust controller for automatic ship berthing subjected to actuator faults, input saturation, modeling uncertainties, and external disturbances. First, sliding mode control (SMC) is used as a core controller to provide robust features for the ship berthing system. Second, fault-tolerant control (FTC) is combined with the controller to face the actuator faults. Third, the radial basis function (RBF) neural network is employed to approximate the modeling uncertainties while the effect of external disturbances is compensated by an adaptive control technique. In addition, an anti-saturation auxiliary system is conducted to deal with the input saturation for physical limitations of the actuators. Finally, numerical simulation and comparison of the results with the other control approaches are carried out to highlight the advantages of the proposed controller.
针对船舶自动靠泊系统中执行器故障、输入饱和、建模不确定性和外部干扰等问题,设计了一种鲁棒控制器。首先,采用滑模控制作为核心控制器,为船舶靠泊系统提供鲁棒性。其次,将容错控制(FTC)与控制器相结合,以应对执行器故障。第三,采用径向基函数(RBF)神经网络逼近建模不确定性,同时采用自适应控制技术补偿外部干扰的影响。此外,由于执行器的物理限制,设计了抗饱和辅助系统来处理输入饱和。最后进行了数值仿真,并与其他控制方法的结果进行了比较,以突出所提控制器的优点。
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引用次数: 0
Horizontal plane course-stability and manoeuvres of a twin-screw surface combatant depending on appendage dimensions 依赖附件尺寸的双螺旋水面战斗舰的水平面航向稳定性和机动
IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100655
Dong-Jin Kim, Haeseong Ahn, Dong Jin Yeo
In this study, powering and manoeuvring performance of a twin-screw surface combatant, ONR tumblehome (ONRT), are estimated through towing tank captive model tests, and influences of appendage dimensions on its course-stabilities and manoeuvres are investigated by system-based simulation techniques. At first, resistance and propulsion tests are carried out at Froude numbers up to 0.4 in the towing tank of Korea Research Institute of Ships and Ocean Engineering (KRISO) so that its full-scale powering performance can be considered in the present simulation model. In particular, the residuary resistance is significantly affected by patterns of hull generated waves. Secondly, horizontal planar motion mechanism (HPMM) tests are performed to derive hydrodynamic coefficients in surge, sway, and yaw directions. By using 3-DoF modular-type models, turn and zig-zag manoeuvres are simulated, and simulations are validated with existing benchmark free-run model tests. Sway-yaw coupled linear whole ship models are also established in order to assess a straight-line stability of a rudder-fixed ONRT whole ship. Linear hydrodynamic coefficients are decomposed into hull and appendage components so that influences of appendage dimensions on ship manoeuvres can be analyzed in more detail. When the rudder area is enlarged or reduced, the coefficient and the location of a centerline skeg are redesigned under the constraint straight-line stabilities are identical. For one original ONRT and two modified ships, turn and zig-zag manoeuvres are simulated by linear whole ship models. Even though straight-line stabilities are identical, the turning diameter is decreased while zig-zag overshoot angles are increased with increasing rudder area. To ensure sufficient manoeuvrabilities of such a twin-screw ship, careful attentions should be paid to design of a centerline skeg and rudders.
本文通过拖曳坦克自备模型试验,对双螺杆水面作战舰艇“滚落之家”(ONR tumblehome, ONRT)的动力性能和机动性能进行了评估,并采用系统仿真技术研究了附件尺寸对其航向稳定性和机动性能的影响。首先,在韩国船舶海洋工程研究院(KRISO)的拖曳舱中,在弗劳德数高达0.4的情况下进行阻力和推进试验,以便在本仿真模型中考虑其全尺寸动力性能。特别是,船体产生的波浪模式对剩余阻力有显著影响。其次,进行了水平平面运动机构(HPMM)试验,得到了浪涌、摇摆和偏航方向的水动力系数。采用三自由度模块化模型,仿真了转向和之字形机动,并与已有的基准自由运行模型试验进行了验证。为了评估定舵ONRT整船的直线稳定性,建立了横摆耦合线性全船模型。将线性水动力系数分解为船体和附属物两部分,以便更详细地分析附属物尺寸对船舶操纵性能的影响。当舵面积增大或减小时,在直线稳定性相同的约束条件下,重新设计了系数和中心线偏差的位置。针对一艘原舰和两艘改进型舰,采用线性全船模型对转弯和之字形操纵进行了仿真。尽管直线稳定性相同,但随着舵面积的增加,转弯直径减小,而之字形超调角增大。为了保证这种双螺杆船有足够的操纵性,在设计中线舵和舵时应特别注意。
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引用次数: 0
Effect of notch shape on the fracture toughness behavior 缺口形状对断裂韧性行为的影响
IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100646
Jiseung Lee , Wonjun Jo , Junseok Seo , Gyubaek An
This study evaluates the effect of notch shape on the fracture toughness of a 500 MPa base material designed for liquefied carbon dioxide storage tanks. This study specifically focuses on assessing the crack tip opening displacement (CTOD) values for different notch shapes, including fatigue pre-cracks (R = 0.025 mm) and electrical discharge machining (EDM) notches (R = 0.07 mm and R = 0.15 mm). CTOD tests were conducted over a temperature range of −55 °C to −140 °C. The results revealed that as the notch radius increased, the degree of stress concentration decreased, leading to an increase in fracture toughness. In temperature-dependent tests, CTOD values consistently decreased as the temperature decreased, with EDM notches exhibiting a lower rate of fracture toughness reduction compared to fatigue pre-cracks, which is attributed to differences in the degree of stress concentration. Scanning electron microscopy analysis of the fracture surfaces revealed the reason for significant differences in CTOD values and fracture behaviors between fatigue pre-crack and EDM notches, particularly at −140 °C, a temperature below the ductile to brittle transition temperature. This study suggests that EDM notches, especially with radii of 0.07 mm and 0.15 mm, can effectively replace fatigue pre-cracks in CTOD evaluations, particularly at temperatures above the transition temperature, offering a more efficient method for assessing fracture toughness in cryogenic environments.
研究了缺口形状对液化二氧化碳储罐用500mpa基材断裂韧性的影响。本研究特别侧重于评估不同缺口形状的裂纹尖端张开位移(CTOD)值,包括疲劳预裂纹(R = 0.025 mm)和电火花加工(EDM)缺口(R = 0.07 mm和R = 0.15 mm)。CTOD测试在- 55°C至- 140°C的温度范围内进行。结果表明,随着缺口半径的增大,应力集中程度减小,导致断裂韧性增加。在温度相关的测试中,CTOD值随着温度的降低而持续下降,与疲劳预裂纹相比,EDM切口的断裂韧性降低率较低,这归因于应力集中程度的差异。对断口表面的扫描电镜分析揭示了疲劳预裂纹和电火花切割缺口之间CTOD值和断裂行为显著差异的原因,特别是在- 140°C,低于韧脆性转变温度。该研究表明,在CTOD评估中,特别是在高于转变温度的温度下,EDM缺口,特别是半径为0.07 mm和0.15 mm的缺口,可以有效地替代疲劳预裂纹,为低温环境下的断裂韧性评估提供了一种更有效的方法。
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引用次数: 0
A conceptual study of 15,000 TEU SMR-powered containerships 15000 TEU smr动力集装箱船的概念研究
IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100662
Kyeongho Kim, ChangSeop Kwon, Sanghwan Kim
This study presents a comprehensive economic and technical feasibility analysis of a 15,000 TEU containership powered by small modular reactor (SMR) technology. The analysis evaluates capital expenditures (CAPEX) and operational expenditures (OPEX) across multiple scenarios, focusing on key factors such as reactor manufacturing costs, nuclear fuel prices, and carbon tax rates. The study also explores the financial implications of leasing versus purchasing the SMR unit, providing a comparison of long-term profitability, cash flow stability, and risk management. Results show that nuclear-powered vessels offer significant long-term cost advantages, particularly in fuel savings and carbon tax reductions, despite their higher initial CAPEX. Leasing the SMR presents an attractive alternative by reducing upfront investment and offering financial flexibility, though at the expense of slightly lower long-term net present value (NPV). This analysis demonstrates the potential benefits of nuclear propulsion in commercial shipping.
本研究对小型模块化反应堆(SMR)技术驱动的15000 TEU集装箱船进行了全面的经济和技术可行性分析。该分析评估了多种情况下的资本支出(CAPEX)和运营支出(OPEX),重点关注反应堆制造成本、核燃料价格和碳税率等关键因素。该研究还探讨了租赁与购买SMR机组的财务影响,提供了长期盈利能力、现金流稳定性和风险管理的比较。结果表明,尽管初始资本支出较高,但核动力船舶具有显著的长期成本优势,特别是在节省燃料和减少碳税方面。租赁SMR是一个很有吸引力的选择,减少了前期投资,提供了财务灵活性,但代价是长期净现值(NPV)略低。这一分析证明了核动力推进在商业航运中的潜在好处。
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引用次数: 0
A Kolmogorov-Arnold network-based method for predicting underwater explosion shock spectrum considering cabin structural characteristics 基于Kolmogorov-Arnold网络的水下爆炸冲击谱预测方法
IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100671
Xiaodi Liang, Yindong Liu, Siqi Wang
This study introduces an innovative approach for the rapid prediction of shock spectrum in ship structures subjected to underwater far-field explosion loads. A nine-compartment ship model is developed, with 31 test condition sets designed. For each set, sample measurement points are strategically placed at typical locations across various deck levels and on the inner and outer bottoms of the double bottom at different frame cross-sections. Shock spectrum (including spectral velocity, acceleration, and displacement) are extracted from these sample points to establish a comprehensive shock spectrum database. Using the Kolmogorov-Arnold Network, a rapid prediction model for ship structure shock spectrum is developed. The network's inputs include ship structural formal parameters (e.g., number and position of decks, transverse and longitudinal bulkheads), impact factors, feature transfer distances, and local shock factors. Spectral velocity, acceleration, and displacement are used as the network's outputs during training. A comparative analysis of prediction accuracy among the Kolmogorov-Arnold Network, Backpropagation Network, and Convolutional Neural Network is conducted. The results demonstrate that the Kolmogorov-Arnold Network exhibits superior predictive accuracy compared to the Backpropagation and Convolutional Neural Networks. In contrast to existing finite element simulation methods, the proposed approach is simpler and more practical. Furthermore, unlike current rapid prediction methods, the proposed method takes into account the influence of ship structural characteristics on underwater explosion shock responses, making it better suited to the requirements for rapid prediction of underwater far-field explosion shock spectrum in ship structures.
本研究提出了一种快速预测水下远场爆炸载荷作用下舰船结构冲击谱的创新方法。建立了九舱船舶模型,设计了31组试验条件。对于每一组,样本测量点被战略性地放置在不同甲板水平的典型位置,以及不同框架截面的双层底部的内外底部。从这些采样点提取激波谱(包括谱速度、加速度和位移),建立一个综合的激波谱数据库。利用Kolmogorov-Arnold网络,建立了船舶结构冲击谱快速预测模型。该网络的输入包括船舶结构形式参数(如甲板的数量和位置、横向和纵向舱壁)、影响因素、特征传递距离和局部冲击因素。频谱速度、加速度和位移在训练过程中被用作网络的输出。对比分析了Kolmogorov-Arnold网络、反向传播网络和卷积神经网络的预测精度。结果表明,与反向传播和卷积神经网络相比,Kolmogorov-Arnold网络具有更高的预测精度。与现有的有限元模拟方法相比,该方法更简单,更实用。此外,与现有快速预测方法不同,该方法考虑了舰船结构特性对水下爆炸冲击响应的影响,更适合舰船结构水下远场爆炸冲击谱快速预测的要求。
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引用次数: 0
Adaptive fixed-time dynamic surface path following control for underactuated ships with input delay 输入时滞欠驱动船舶自适应定时动态水面路径跟踪控制
IF 3.9 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100691
Chenfeng Huang , Kaiyue Zhou , Kailu Zhou , Zuojing Su
This paper proposes a novel fixed-time path-following control strategy for underactuated ships with input delay. Firstly, the fractional power is employed in the controller design to obtain the fast system convergence. Then, a fixed-time dynamic surface control (FTDSC) technique is presented to approximate the analytic derivatives of the virtual controller. Furthermore, to achieve timely system response, an input delay auxiliary system (IDAS) is introduced to effectively compensate the delayed signal between control commands and actuators. A concise adaptive law is developed to eliminate the negative impact induced by system uncertainty and ocean disturbance. Through the Lyapunov stability analysis, all tracking errors of the closed-loop system are converged to the neighborhood of origin within fixed-time setting. Finally, the effectiveness and superiority of the proposed controller is exemplified by numerical simulations.
针对输入时滞欠驱动船舶,提出了一种新的固定时间路径跟踪控制策略。首先,在控制器设计中引入分数阶幂,使系统快速收敛。然后,提出了一种固定时间动态面控制(FTDSC)技术来逼近虚拟控制器的解析导数。此外,为了实现系统的及时响应,引入了输入延迟辅助系统(IDAS)来有效补偿控制命令与执行器之间的延迟信号。为了消除系统不确定性和海洋扰动带来的负面影响,提出了一种简明的自适应律。通过Lyapunov稳定性分析,使闭环系统的所有跟踪误差在固定时间内收敛到原点邻域。最后,通过数值仿真验证了所提控制器的有效性和优越性。
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引用次数: 0
A localization method of nearby ships based on 3D object detection using a camera 一种基于相机三维目标检测的附近船舶定位方法
IF 3.9 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100705
In-Chang Yeo , Myung-Il Roh , Yun-Sik Kim , Ha-Yun Kim , Do-Hyeok Ahn , Nam-Sun Son
Conventional methods for localizing nearby other ships using multiple sensors have faced limitations in practical applicability in real maritime environments due to high costs and environmental constraints. To address this, the present study proposed a method that accurately localizes other ships using only a camera. First, a virtual maritime environment was constructed to precisely replicate a real maritime environment, enabling efficient reproduction of diverse maritime scenarios and the generation of a large-scale dataset through automatic data labeling. Based on this dataset, we trained MonoLSS (Mono-Learnable Sample Selection), an image-based 3D object detection model, and used it to localize other ships. To evaluate the performance of the proposed method, we compared it with existing horizon-based and depth-based methods for localization across five representative scenarios: head-on, following, crossing with a single ship, crossing with multiple ships, and heavy storm. The results show that the proposed method achieved MAEs of 2.39 m, 2.20 m, 2.09 m, and 2.31/2.66 m (for each ship in the crossing scenario), and 3.28 m across the five scenarios. These results correspond to an error reduction of up to 92.03 % compared with conventional methods. The results demonstrate that the proposed method enables robust, real-time localization of other ships using a single camera, regardless of environmental conditions. Therefore, it is expected to make a significant contribution to the realization of safe autonomous navigation in real maritime environments where the use of additional sensors is limited.
由于高成本和环境限制,传统的使用多个传感器定位附近其他船舶的方法在实际海洋环境中的适用性受到限制。为了解决这个问题,本研究提出了一种仅使用相机就能准确定位其他船只的方法。首先,构建虚拟海洋环境,精确复制真实海洋环境,实现多种海洋场景的高效再现,并通过数据自动标注生成大规模数据集。基于此数据集,我们训练了MonoLSS (Mono-Learnable Sample Selection),一种基于图像的3D物体检测模型,并使用它来定位其他船只。为了评估该方法的性能,我们将其与现有的基于水平和基于深度的定位方法在5种典型场景下进行了比较:正面、跟随、单船穿越、多船穿越和强风暴。结果表明,所提出的方法实现的MAEs分别为2.39 m、2.20 m、2.09 m和2.31/2.66 m(每艘船穿越场景),5个场景的MAEs分别为3.28 m。这些结果与传统方法相比,误差降低了92.03%。结果表明,无论环境条件如何,所提出的方法都可以使用单个摄像机实现其他船舶的鲁棒实时定位。因此,它有望为在实际海洋环境中实现安全自主导航做出重大贡献,在这些环境中,额外传感器的使用受到限制。
{"title":"A localization method of nearby ships based on 3D object detection using a camera","authors":"In-Chang Yeo ,&nbsp;Myung-Il Roh ,&nbsp;Yun-Sik Kim ,&nbsp;Ha-Yun Kim ,&nbsp;Do-Hyeok Ahn ,&nbsp;Nam-Sun Son","doi":"10.1016/j.ijnaoe.2025.100705","DOIUrl":"10.1016/j.ijnaoe.2025.100705","url":null,"abstract":"<div><div>Conventional methods for localizing nearby other ships using multiple sensors have faced limitations in practical applicability in real maritime environments due to high costs and environmental constraints. To address this, the present study proposed a method that accurately localizes other ships using only a camera. First, a virtual maritime environment was constructed to precisely replicate a real maritime environment, enabling efficient reproduction of diverse maritime scenarios and the generation of a large-scale dataset through automatic data labeling. Based on this dataset, we trained MonoLSS (Mono-Learnable Sample Selection), an image-based 3D object detection model, and used it to localize other ships. To evaluate the performance of the proposed method, we compared it with existing horizon-based and depth-based methods for localization across five representative scenarios: head-on, following, crossing with a single ship, crossing with multiple ships, and heavy storm. The results show that the proposed method achieved MAEs of 2.39 m, 2.20 m, 2.09 m, and 2.31/2.66 m (for each ship in the crossing scenario), and 3.28 m across the five scenarios. These results correspond to an error reduction of up to 92.03 % compared with conventional methods. The results demonstrate that the proposed method enables robust, real-time localization of other ships using a single camera, regardless of environmental conditions. Therefore, it is expected to make a significant contribution to the realization of safe autonomous navigation in real maritime environments where the use of additional sensors is limited.</div></div>","PeriodicalId":14160,"journal":{"name":"International Journal of Naval Architecture and Ocean Engineering","volume":"17 ","pages":"Article 100705"},"PeriodicalIF":3.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145568259","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 experimental study on the gap flow of floating bodies near a quay wall 码头附近浮体间隙流动的实验研究
IF 3.9 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100704
Kyeonguk Heo, Dong-Min Park, Dongho Jung
This study experimentally investigates wave elevations induced by gap flow when floating bodies are positioned near a quay wall. Two-dimensional wave flume tests were conducted with models of uniform breadth, considering the number of floating bodies, hull geometry, and quay–ship gap distance as independent variables, while water depth and breadth were fixed. Incident wave amplitudes of 1.5 cm and 2.5 cm and a wide range of wave periods were applied. The results confirmed that piston-mode resonance occurs under both single- and two-body conditions. For the single-body case, the resonance frequency shifted to higher values as the quay–ship gap narrowed, with midship sections showing stronger responses than rectangular sections. A similar trend was observed for the two-body case, where resonance appeared not only between the quay and ship but also between the two ships. The resonance frequency in both gaps shifted to higher values as the gap distance decreased, and dual peaks were observed due to the coexistence of two resonance modes. The response amplitude was again more pronounced for midship sections. These findings enhance the understanding of gap flow in simultaneous bunkering scenarios and provide reliable experimental data for validating numerical simulations and assessing mooring safety.
实验研究了当浮体靠近码头壁面时,由间隙流引起的波浪高程。采用等宽模型进行二维波浪水槽试验,以浮体数、船体几何形状和岸船间隙距离为自变量,水深和宽度固定。入射波振幅为1.5 cm和2.5 cm,波周期范围广。结果证实了活塞模共振在单体和双体条件下都存在。在单船体情况下,随着岸船间隙的缩小,共振频率向更高的值偏移,船中截面比矩形截面的响应更强。在双体情况下也观察到类似的趋势,不仅在码头和船舶之间,而且在两艘船舶之间也出现了共振。随着间隙距离的减小,两个间隙内的共振频率均增大,两种共振模式共存,形成双峰。船中部部分的响应幅度再次更为明显。这些发现增强了对同时加注情况下间隙流动的理解,并为验证数值模拟和评估系泊安全性提供了可靠的实验数据。
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引用次数: 0
Enhancing passage efficiency in cabin spaces: A layout optimization approach for submarine integrating intelligent algorithms and passage capacity 提高舱室空间通行效率:一种集成智能算法和通行能力的潜艇布局优化方法
IF 3.9 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100672
Jing Chen , Mingjiu Yu , Weilan An , Qiuyuan Zhu , Hao Fan
Confined spaces in submarines pose a serious barrier to crew operations and mobility. To enhance internal passage efficiency in submarines, this study proposed the Passage Efficiency Driven Layout Optimization Strategy (PEDLOS), which considers passage capacity as a key factor. Congestion risks were identified using a passage simulation of the current simulated layout. After building a network of passage nodes, the shortest path matrix was computed by Dijkstra's algorithm, which also involved passage coefficients for revision. An optimal layout scheme that balanced circulation passage efficiency, adjacency, and circulation requirements was subsequently produced by multi-objective optimization based on genetic algorithm. The PEDLOS could provide an innovative approach to enhance internal passage efficiency and overcome the limitations of current layout methods that unduly rely on expert experience and overlook passage capacity drivers. The study provides theoretical and practical support for confined space design by incorporation of passage capacity as a major optimization indicator.
潜艇的密闭空间严重阻碍了艇员的操作和机动性。为了提高潜艇内部通道效率,本文提出了以通道容量为关键因素的通道效率驱动布局优化策略(PEDLOS)。使用当前模拟布局的通道模拟来识别拥堵风险。在建立通道节点网络后,使用Dijkstra算法计算最短路径矩阵,其中还涉及到通道系数进行修正。通过基于遗传算法的多目标优化,得到了平衡流通通道效率、邻接性和流通需求的最优布局方案。PEDLOS可以提供一种创新的方法来提高内部通道效率,克服当前布局方法过度依赖专家经验和忽视通道容量驱动因素的局限性。研究结果为以通道通行能力为主要优化指标的密闭空间设计提供了理论和实践支持。
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引用次数: 0
Centralized AA-SIPP-based collision-avoidance path planning for multi-USV operations incorporating dynamic constraints 基于集中式aa - sipp的多无人潜航器动态约束避碰路径规划
IF 3.9 3区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2025-01-01 DOI: 10.1016/j.ijnaoe.2025.100708
Si-Won Kim , Geon-Woo Kim , Jung-Hyeon Kim , Sun-Hyuck Im , Seong-Hyeon Jeong , Jin-Hyeok Seo , Yeon-Su Kim , Jong-Yong Park
With the growing deployment of multi-USV (unmanned surface vehicle) systems for complex maritime operations, coordinated path planning is critical for safety and efficiency in congested waterways. Classical multi-agent path finding (MAPF) methods, however, often neglect vessel kinematics and collision envelopes, yielding trajectories that are impractical or unsafe at sea. We present a centralized planning framework based on any-angle Safe Interval Path Planning (AA-SIPP) augmented with a vessel-specific maximum yaw-rate constraint. This yields smooth, kinematically feasible trajectories while preserving continuous-time separation. The approach is validated in high-fidelity Gazebo marina simulations involving up to 20 USVs based on the WAM-V platform. Compared with Conflict-Based Search (CBS), a representative grid-based MAPF algorithm, our framework maintained the prescribed safety distances and achieved zero collisions across all scenarios considered, whereas CBS exhibited separation violations in simulation. The method also scales well: mission makespan remained nearly constant as fleet size increased. These results support the applicability of dynamically constrained MAPF to maritime coordination in congested environments.
随着越来越多的多usv(无人水面车辆)系统用于复杂的海上作业,协调路径规划对于拥挤水道的安全和效率至关重要。然而,经典的多智能体路径寻找(MAPF)方法往往忽略了船舶的运动学和碰撞包络,产生的轨迹在海上是不切实际的或不安全的。我们提出了一个基于任意角度安全间隔路径规划(AA-SIPP)的集中规划框架,并增强了船舶特定的最大偏航率约束。这产生了平滑的、运动学上可行的轨迹,同时保持了连续时间的分离。该方法在基于WAM-V平台的多达20艘usv的高保真Gazebo码头模拟中得到了验证。与具有代表性的基于网格的MAPF算法Conflict-Based Search (CBS)相比,我们的框架在所有考虑的场景中都保持了规定的安全距离并实现了零碰撞,而CBS在模拟中表现出分离违规。该方法的可扩展性也很好:随着机队规模的增加,任务完工时间几乎保持不变。这些结果支持了动态约束MAPF在拥挤环境下海事协调中的适用性。
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引用次数: 0
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International Journal of Naval Architecture and Ocean Engineering
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