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Machine learning approaches for identifying substandard ships in port state control inspections with imbalanced data 在数据不平衡的港口国监督检查中识别不合格船舶的机器学习方法
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-24 DOI: 10.1016/j.oceaneng.2025.121614
Likun Wang , Jinhui Wang , Yizhang Hua , Wenming Shi , Zaili Yang , Mei Sha
{"title":"Machine learning approaches for identifying substandard ships in port state control inspections with imbalanced data","authors":"Likun Wang ,&nbsp;Jinhui Wang ,&nbsp;Yizhang Hua ,&nbsp;Wenming Shi ,&nbsp;Zaili Yang ,&nbsp;Mei Sha","doi":"10.1016/j.oceaneng.2025.121614","DOIUrl":"10.1016/j.oceaneng.2025.121614","url":null,"abstract":"<div><div>To effectively identify substandard ships in port state control (PSC) inspections, this study proposes a novel machine learning (ML) approach that integrates support vector machines (SVMs) and deep belief networks (DBNs). A comprehensive dataset sourced from the Paris Memorandum of Understanding (MoU) inspection database is used, covering the years 2018–2020. The proposed ML approach effectively addresses the imbalanced data problem in PSC inspections, where the probability of substandard ships is typically no more than 5 %. The results of prediction accuracy indicate that the ensembled SVM-DBN model outperforms the standalone SVM model on both the original and oversampling datasets in all scenarios, except for a slightly lower precision rate on the oversampling dataset. In contrast, the SVM-DBN model underperforms relative to the standalone SVM model on the under-sampling dataset. These results have practical implications for both shipowners and port authorities. Shipowners can use the results to proactively assess and improve ship conditions, thereby mitigating potential detention risks, and port authorities can use them to improve risk-based inspection strategies, thereby optimizing inspection resources and increasing the effectiveness of substandard ship identification.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121614"},"PeriodicalIF":4.6,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144123208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Control of two-phase flow around a cylinder with a cylindrical attachment: A numerical study 带圆柱附件的圆柱两相流控制:数值研究
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-24 DOI: 10.1016/j.oceaneng.2025.121538
Ziqing Wang , Yu Hu , Shengxian Huang , Yongxing Zhang , Behdad Moghtaderi , Ying Wang
{"title":"Control of two-phase flow around a cylinder with a cylindrical attachment: A numerical study","authors":"Ziqing Wang ,&nbsp;Yu Hu ,&nbsp;Shengxian Huang ,&nbsp;Yongxing Zhang ,&nbsp;Behdad Moghtaderi ,&nbsp;Ying Wang","doi":"10.1016/j.oceaneng.2025.121538","DOIUrl":"10.1016/j.oceaneng.2025.121538","url":null,"abstract":"<div><div>Mitigating flow separation, vortex shedding and sediment-induced erosion around cylindrical structures is critical for enhancing marine engineering safety. This study investigates the hydrodynamic performance of a two-phase flow around a cylinder equipped with an auxiliary cylinder under realistic ocean conditions. Key parameters include the clearance ratio (<em>G</em>/<em>D</em>), particle characteristics (size and concentration), and vibration modes of the auxiliary body. This study investigates real ocean conditions, focusing on the influence of clearance ratio (<em>G</em>/<em>D</em>) and an auxiliary cylinder on flow field changes with varying particle characteristics. The results demonstrate that: (1) A clearance ratio <em>G</em>/<em>D</em> = 0.1 yields the optimal drag reduction (57.18 %) for the primary cylinder in single-phase flow; (2) Larger particles weaken vortex-particle interactions, while higher particle concentrations exacerbate uneven deposition near the cylinder; (3) Transverse vibration of the auxiliary body (amplitude ratio = 0.025, frequency ratio = 0.65) reduces drag by 18.7 % compared to stationary configurations. These findings provide insights into flow control strategies for offshore structures subjected to sediment-laden flows.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121538"},"PeriodicalIF":4.6,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144131030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Event-triggered leader-follower communication based formation control with dual-predictor for multiple AUVs 基于双预测器的事件触发leader-follower通信的多auv编队控制
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-24 DOI: 10.1016/j.oceaneng.2025.121552
Wenyu Cai , Yakang Ju , Ziqiang Liu , Meiyan Zhang , Shuaishuai Lv
{"title":"Event-triggered leader-follower communication based formation control with dual-predictor for multiple AUVs","authors":"Wenyu Cai ,&nbsp;Yakang Ju ,&nbsp;Ziqiang Liu ,&nbsp;Meiyan Zhang ,&nbsp;Shuaishuai Lv","doi":"10.1016/j.oceaneng.2025.121552","DOIUrl":"10.1016/j.oceaneng.2025.121552","url":null,"abstract":"<div><div>Formation control of multiple Autonomous Underwater Vehicles (AUVs) plays an important role in underwater missions. Common formation control is based on frequent data communication between multiple AUVs, therefore, how to adjust data communication frequency effectively between leader AUV and follower AUVs in the formation control process is of great significance for improving efficiency. A double-predictive method using least squares prediction is running on both leader AUV and follower AUVs for state estimation, and an event-triggered leader-follower communication mechanism to adjust underwater communication frequency is applied into formation control model, which considers the information synchronization between leader AUV and follower AUVs, so as to save limited communication resources inter-AUVs. The stability analysis of backstepping based formation control law is proven by Lyapunov function. Simulation results and lake test verify that the proposed event-triggered leader-follower communication based formation control strategy significantly reduces the number of unnecessary communications between multiple AUVs compared with the use of time-triggered methods, thus effectively saving the limited communication resources of AUVs.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121552"},"PeriodicalIF":4.6,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144131029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Early warning system for offshore wind turbine runaway using combined multi-method missing value filling 基于多方法联合缺失值填充的海上风电机组失控预警系统
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-24 DOI: 10.1016/j.oceaneng.2025.121620
Weibin Weng , Wenbin Gong , Anping Wan , Khalil Al-Bukhaiti , Yunsong Ji , Shidong Ma , Faren Yao , Aoli Zheng
{"title":"Early warning system for offshore wind turbine runaway using combined multi-method missing value filling","authors":"Weibin Weng ,&nbsp;Wenbin Gong ,&nbsp;Anping Wan ,&nbsp;Khalil Al-Bukhaiti ,&nbsp;Yunsong Ji ,&nbsp;Shidong Ma ,&nbsp;Faren Yao ,&nbsp;Aoli Zheng","doi":"10.1016/j.oceaneng.2025.121620","DOIUrl":"10.1016/j.oceaneng.2025.121620","url":null,"abstract":"<div><div>This study addresses critical safety challenges in offshore wind energy production by developing an innovative early warning system for wind turbine runaway. Unlike previous research on individual component health, this study emphasizes comprehensive turbine monitoring. The harsh offshore environment often leads to incomplete SCADA datasets, a significant obstacle for data-driven fault warning models. To overcome this, the study introduces a novel approach combining Generative Adversarial Imputation Network (GAIN) and eXtreme Gradient Boosting (XGBoost) for effective data augmentation, achieving over 95 % accuracy in filling missing values for most parameters. The paper proposes a robust XGBoost-based runaway warning model, leveraging highly correlated feature parameters to predict average generator speed with over 98 % accuracy. A key innovation is the application of transfer learning, enabling the model to adapt to new wind turbines with limited data. This approach achieves prediction accuracies exceeding 96 % across various turbine models, significantly reducing computational costs and accelerating model deployment for new wind farms. Experimental results demonstrate the model's effectiveness in simultaneously monitoring difference thresholds, meeting the stringent requirements for wind turbine runaway warnings. The methodology presented enhances runaway detection and offers a scalable solution for rapid implementation across diverse wind farm settings.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121620"},"PeriodicalIF":4.6,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144123207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Model tests on pile tip buckling scenarios during impact driving in dense sand 密砂中冲击掘进过程中桩端屈曲模型试验
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-24 DOI: 10.1016/j.oceaneng.2025.121627
Viet Hung Le, Cihan Taylan Akdag, Daniel Aubram, Reza Daryaei, Frank Rackwitz
{"title":"Model tests on pile tip buckling scenarios during impact driving in dense sand","authors":"Viet Hung Le,&nbsp;Cihan Taylan Akdag,&nbsp;Daniel Aubram,&nbsp;Reza Daryaei,&nbsp;Frank Rackwitz","doi":"10.1016/j.oceaneng.2025.121627","DOIUrl":"10.1016/j.oceaneng.2025.121627","url":null,"abstract":"<div><div>Pipe piles, such as offshore monopiles, may suffer from considerable damage at the pile tip during installation because of contact with an obstacle such as a boulder or a stiff soil layer but also because of amplification of a pre-deformation or pre-dent. This damage is often referred to as pile tip buckling initiation in the former situation and extrusion buckling in the latter. This paper reports on a series of model tests carried out to verify the numerical model and understand pile tip buckling during impact driving in saturated, dense sand. The test program includes three different scenarios: tests with an initial dent at the pile tip, tests with a fixed rigid body and tests with free-moving rigid bodies (boulders) placed at a certain depth in the sand. The results show that the soil stress level strongly influences pile tip buckling. At high soil stress levels, the penetration rate of the pile decreases progressively. Notably, the wall thickness of the pile has a significant effect on the penetration curve in the case of pre-dented piles. The tests with boulders at low soil stress levels show that the buckling behavior is strongly influenced by the shape of the boulder, by the point of initial contact and by the movement of the boulder. Only small deformations can be observed at the pile tip due to the contact with a spherical steel boulder, whereas the test with the imperfectly shaped stone boulder caused considerable damage to the pile under otherwise equal test conditions.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121627"},"PeriodicalIF":4.6,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144131028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Path planning algorithm for unmanned surface vessels based on COLREGs and Meta-TD3 基于COLREGs和Meta-TD3的无人水面舰艇路径规划算法
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-24 DOI: 10.1016/j.oceaneng.2025.121580
Xu Sun , Gangsheng Li , Zhaokai Liu , Ling Zhang , Haibo Yu , Dalei Song , Q.M. Jonathan Wu
{"title":"Path planning algorithm for unmanned surface vessels based on COLREGs and Meta-TD3","authors":"Xu Sun ,&nbsp;Gangsheng Li ,&nbsp;Zhaokai Liu ,&nbsp;Ling Zhang ,&nbsp;Haibo Yu ,&nbsp;Dalei Song ,&nbsp;Q.M. Jonathan Wu","doi":"10.1016/j.oceaneng.2025.121580","DOIUrl":"10.1016/j.oceaneng.2025.121580","url":null,"abstract":"<div><div>—Unmanned surface vessels (USVs) may encounter unknown obstacles, moving vessels and the influence of sea current while at sea. How to make path planning of USVs under so many complex factors is significant for maritime traffic safety and executing task efficiently. To solve this challenging problem, an improved adaptive interfered fluid dynamic system algorithm is proposed in this paper. The method first designs a corresponding obstacle avoidance strategy according to the International Regulations for Preventing Collisions at Sea (COLREGs), which enables the vessel to perform path planning according to the COLREGs, and introduces simulated sea currents for energy-efficient path planning. Then, a Kalman filtering method is integrated into the algorithm to predict dynamic obstacle trajectories. The Twin Delay Depth Deterministic Strategy Gradient (TD3) is also improved by combining it with meta-learning to increase the adaptability of the method to different environmental conditions. In addition, the reward function is designed to take COLREGs and the sea current into account so that the USV can safely avoid collisions and save energy as much as possible. The experimental results demonstrate that the proposed path planning method can avoid moving obstacles according to COLREGs and can utilize sea currents for energy-saving path planning.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121580"},"PeriodicalIF":4.6,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144123209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Evaluation of techniques to reduce carbon emissions from ships within the scope of revised greenhouse gas emission targets for 2030, 2040, and 2050 评估在2030年、2040年和2050年修订的温室气体排放目标范围内减少船舶碳排放的技术
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-23 DOI: 10.1016/j.oceaneng.2025.121605
Kubilay Bayramoğlu , Murat Bayraktar , Alper Seyhan , Onur Yuksel
{"title":"Evaluation of techniques to reduce carbon emissions from ships within the scope of revised greenhouse gas emission targets for 2030, 2040, and 2050","authors":"Kubilay Bayramoğlu ,&nbsp;Murat Bayraktar ,&nbsp;Alper Seyhan ,&nbsp;Onur Yuksel","doi":"10.1016/j.oceaneng.2025.121605","DOIUrl":"10.1016/j.oceaneng.2025.121605","url":null,"abstract":"<div><div>This study evaluates parametrically various emission reduction methods considering the IMO carbon emission constraints for 2030, 2040, and 2050. It proposes an onboard aftertreatment CCS in conjunction with different AFs to assess their potential for carbon reduction. The study calculates values for carbon factors and specific fuel consumption based on the resulting emissions. Additionally, the parametric analysis uses projected total fleet sizes and estimated carbon emissions across short, medium, and long-term time frames. The findings of the study demonstrate a surge in the utilisation of AFs, with LNG leading its position as the predominant AF, projected to account for a range of 10 %–30 % by the year 2030. Zero-carbon fuels like hydrogen and ammonia and CCS applications, providing approximately 95 % CO<sub>2</sub> reduction for each fuel, are expected to aid in meeting 2030 targets, though widespread adoption is not forecasted. Stricter 2040 targets will require the utilisation of carbon-neutral and low-carbon fuels integrated with CCS, which constitute 60 %–80 % of marine fuels. By 2050, hydrogen and ammonia with rates exceeding 60 % are projected to surpass conventional fuels; however, if zero-carbon or AFs do not dominate, CCS technologies must be universally implemented to meet emissions targets.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121605"},"PeriodicalIF":4.6,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144117022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Nonlinear model predictive control for path following of autonomous inland vessels in confined waterways 内河船舶自主航路跟随非线性模型预测控制
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-23 DOI: 10.1016/j.oceaneng.2025.121592
Chengqian Zhang , Abhishek Dhyani , Jonas W. Ringsberg , Fabian Thies , Rudy R. Negenborn , Vasso Reppa
{"title":"Nonlinear model predictive control for path following of autonomous inland vessels in confined waterways","authors":"Chengqian Zhang ,&nbsp;Abhishek Dhyani ,&nbsp;Jonas W. Ringsberg ,&nbsp;Fabian Thies ,&nbsp;Rudy R. Negenborn ,&nbsp;Vasso Reppa","doi":"10.1016/j.oceaneng.2025.121592","DOIUrl":"10.1016/j.oceaneng.2025.121592","url":null,"abstract":"<div><div>Autonomous inland shipping offers a safer and more efficient form of transportation over water with the potential to reduce maritime carbon emissions. However, the operation of autonomous vessels presents unique challenges due to complex dynamics, varying traffic conditions, and environmental disturbances. To ensure the safe navigation of these vessels in confined inland waterways, it is crucial to address manoeuvring prediction and motion control challenges. Research focusing on these challenges disregards or only partially incorporates inland waterway characteristics related to the vessel and its surroundings. This study provides a comprehensive analysis of these key factors. By modelling the vessel using a modified Manoeuvring Modelling Group (MMG) model specifically tailored for confined waterways, hydrodynamic effects due to shallow water, channel banks, and current are accounted for. A nonlinear model predictive controller (NMPC) is employed for the vessel path following control under various scenarios, including straight channels, confluences, and river bends. It is observed that the hydrodynamic effects from the channel banks significantly impact vessel steering. Compared to conventional proportional-integral-derivative (PID) controllers, NMPC effectively reduces course deviations and cross-track errors under varying water depth and ship-to-bank distance conditions, while also requiring fewer rudder deflections. Furthermore, key performance metrics related to the control of inland waterway vessels are proposed to evaluate the controller's performance further. The NMPC control law demonstrates its effectiveness in capturing the hydrodynamic effects and improving navigation safety in confined waterways.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121592"},"PeriodicalIF":4.6,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144117075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Experimental investigation of hydroelastic response and resonance characteristics in anaconda wave energy converter 水蟒波能转换器水弹性响应及共振特性实验研究
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-23 DOI: 10.1016/j.oceaneng.2025.121554
Yang Huang , Qing Xiao , Saishuai Dai , Lin Cui , Liu Yang , Saeid Lotfian , Farhad Abad , Guillermo Idarraga , Feargal Brennan
{"title":"Experimental investigation of hydroelastic response and resonance characteristics in anaconda wave energy converter","authors":"Yang Huang ,&nbsp;Qing Xiao ,&nbsp;Saishuai Dai ,&nbsp;Lin Cui ,&nbsp;Liu Yang ,&nbsp;Saeid Lotfian ,&nbsp;Farhad Abad ,&nbsp;Guillermo Idarraga ,&nbsp;Feargal Brennan","doi":"10.1016/j.oceaneng.2025.121554","DOIUrl":"10.1016/j.oceaneng.2025.121554","url":null,"abstract":"<div><div>The Anaconda wave energy converter (WEC) is a novel category within flexible material WECs. Its simple structural design, ease of transportation and installation, and adaptability to diverse sea conditions have attracted significant attention. Although previous studies have included several wave tank experiments and numerical analyses on the Anaconda WEC, a systematic investigation of its hydroelatic response under different configurations is still lacking. To address this gap, a series of wave tank tests were conducted at the Kelvin Hydrodynamics Laboratory in the United Kingdom using five scaled physical models with variations in tube geometry, material properties, excess pressure, and power take-off (PTO) damping. Measurements of tube deformation and PTO response were employed to evaluate the device's hydroelastic performance. The results reveal that resonance occurs not only when the external water wave phase speed aligns with the free bulge wave speed inside tube, but also at the natural frequencies associated to the tube's heave and surge motions, as well as the PTO dynamics. Tube stiffness, geometry, and excess pressure emerged as critical factors influencing these resonant conditions, while increases in PTO damping and wave amplitude further amplified the response and energy capture. Moreover, the spatial deformation of the tube displayed distinct modal patterns under different resonant conditions. These findings provide essential insights into the hydroelastic behaviour of flexible WECs, laying a robust foundation for optimizing design and validating future numerical models.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121554"},"PeriodicalIF":4.6,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144117016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Prescribed performance-based distributed formation control for surface vessels with connectivity and collision constraints 具有连通性和碰撞约束的水面舰艇基于性能的分布式编队控制
IF 4.6 2区 工程技术
Ocean Engineering Pub Date : 2025-05-23 DOI: 10.1016/j.oceaneng.2025.121621
Jin Li , Mingyu Fu , Yujie Xu , Ji Yang
{"title":"Prescribed performance-based distributed formation control for surface vessels with connectivity and collision constraints","authors":"Jin Li ,&nbsp;Mingyu Fu ,&nbsp;Yujie Xu ,&nbsp;Ji Yang","doi":"10.1016/j.oceaneng.2025.121621","DOIUrl":"10.1016/j.oceaneng.2025.121621","url":null,"abstract":"<div><div>The study investigates the distributed formation control problem for multiple marine surface vessels (MSVs) with limited communication range, transient and steady-state performance and collision avoidance constraints. A distributed formation control strategy based on the prescribed performance control (PPC) and the zeroing control barrier function (ZCBF) is proposed. Specifically, a novel PPC is developed to ensure the connectivity of the communication graph at all times and the formation tracking error satisfies the prescribed transient and steady-state performance. The ZCBF technique is utilized to guarantee the safety of the formation movement through forward invariant sets. Subsequently, optimized formation control inputs are obtained by solving a constrained quadratic programming (QP) problem within safety constrains, enabling each MSV to achieve collision-free formation movement with connectivity maintenance and prescribed performance. Furthermore, a novel fixed-time disturbance observer (FTDO) is introduced to estimate the unknown environmental disturbances of the formation system. Theoretical analysis demonstrates that the formation tracking error is ultimately uniformly bounded, and simulation results validate the effectiveness of the proposed control strategy.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"334 ","pages":"Article 121621"},"PeriodicalIF":4.6,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144117017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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