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Most Cited

  • Article
  • Open Access
108 Citations
11,807 Views
21 Pages

Underwater Target Detection Based on Improved YOLOv7

  • Kaiyue Liu,
  • Qi Sun,
  • Daming Sun,
  • Lin Peng,
  • Mengduo Yang and
  • Nizhuan Wang

Underwater target detection is a crucial aspect of ocean exploration. However, conventional underwater target detection methods face several challenges such as inaccurate feature extraction, slow detection speed, and lack of robustness in complex und...

  • Review
  • Open Access
86 Citations
19,647 Views
27 Pages

1 October 2024

With the global economy’s relentless growth and heightened environmental consciousness, sustainable maritime transport emerges as a pivotal development trajectory for the shipping sector. This study systematically analyzes 478 publications sear...

  • Article
  • Open Access
84 Citations
4,192 Views
24 Pages

A Machine-Learning-Based Method for Ship Propulsion Power Prediction in Ice

  • Li Zhou,
  • Qianyang Sun,
  • Shifeng Ding,
  • Sen Han and
  • Aimin Wang

In recent years, safety issues respecting polar ship navigation in the presence of ice have become a research hotspot. The accurate prediction of propulsion power plays an important role in ensuring safe ship navigation and evaluating ship navigation...

  • Review
  • Open Access
79 Citations
19,098 Views
52 Pages

An Overview of Natural Fiber Composites for Marine Applications

  • Omar El Hawary,
  • Luca Boccarusso,
  • Martin P. Ansell,
  • Massimo Durante and
  • Fulvio Pinto

Environmental emergency awareness has been gaining momentum in recent years in the composite manufacturing industry, with a new generation of composite materials minimizing their harmful environmental impacts by employing more sustainable manufacturi...

  • Review
  • Open Access
72 Citations
11,877 Views
21 Pages

Automated monitoring and analysis of fish’s growth status and behaviors can help scientific aquaculture management and reduce severe losses due to diseases or overfeeding. With developments in machine vision and deep learning (DL) techniques, D...

  • Review
  • Open Access
69 Citations
6,811 Views
23 Pages

A Critical Review of On-Line Oil Wear Debris Particle Detection Sensors

  • Wenbo Han,
  • Xiaotong Mu,
  • Yu Liu,
  • Xin Wang,
  • Wei Li,
  • Chenzhao Bai and
  • Hongpeng Zhang

14 December 2023

In the field of marine engineering, the friction and wear experienced by rotating mechanisms are recognized as significant contributors to the failure of marine machinery. In order to enhance the safety and dependability of marine ship operations, th...

  • Article
  • Open Access
66 Citations
6,682 Views
22 Pages

TRFM-LS: Transformer-Based Deep Learning Method for Vessel Trajectory Prediction

  • Dapeng Jiang,
  • Guoyou Shi,
  • Na Li,
  • Lin Ma,
  • Weifeng Li and
  • Jiahui Shi

In the context of the rapid development of deep learning theory, predicting future motion states based on time series sequence data of ship trajectories can significantly improve the safety of the traffic environment. Considering the spatiotemporal c...

  • Review
  • Open Access
65 Citations
10,747 Views
22 Pages

A Review of Path Planning for Unmanned Surface Vehicles

  • Bowen Xing,
  • Manjiang Yu,
  • Zhenchong Liu,
  • Yinchao Tan,
  • Yue Sun and
  • Bing Li

With the continued development of artificial intelligence technology, unmanned surface vehicles (USVs) have attracted the attention of countless domestic and international specialists and academics. In particular, path planning is a core technique fo...

  • Review
  • Open Access
64 Citations
14,644 Views
30 Pages

A Comprehensive Review of Floating Solar Plants and Potentials for Offshore Applications

  • Guozhen Huang,
  • Yichang Tang,
  • Xi Chen,
  • Mingsheng Chen and
  • Yanlin Jiang

28 October 2023

Fossil fuel consumption has progressively increased alongside global population growth, representing the predominant energy consumption pattern for humanity. Unfortunately, this persistent reliance on fossil fuels has resulted in a substantial surge...

  • Article
  • Open Access
59 Citations
3,074 Views
15 Pages

Wind turbines and their associated parts are subjected to cyclical loads, such as bending, torque, longitudinal stresses, and twisting moments. The novel spatiotemporal reliability technique described in this research is especially useful for high-di...

  • Review
  • Open Access
59 Citations
19,464 Views
31 Pages

Digital Twin in the Maritime Domain: A Review and Emerging Trends

  • Nuwan Sri Madusanka,
  • Yijie Fan,
  • Shaolong Yang and
  • Xianbo Xiang

This paper highlights the development of Digital Twin (DT) technology and its admittance to a variety of applications within the maritime domain in general and surface ships in particular. The conceptual theory behind the evolution of DT is highlight...

  • Article
  • Open Access
59 Citations
3,180 Views
16 Pages

Ship Detection under Low-Visibility Weather Interference via an Ensemble Generative Adversarial Network

  • Xinqiang Chen,
  • Chenxin Wei,
  • Zhengang Xin,
  • Jiansen Zhao and
  • Jiangfeng Xian

29 October 2023

Maritime ship detection plays a crucial role in smart ships and intelligent transportation systems. However, adverse maritime weather conditions, such as rain streak and fog, can significantly impair the performance of visual systems for maritime tra...

  • Review
  • Open Access
59 Citations
19,828 Views
19 Pages

A Comprehensive Review of Machine Learning for Water Quality Prediction over the Past Five Years

  • Xiaohui Yan,
  • Tianqi Zhang,
  • Wenying Du,
  • Qingjia Meng,
  • Xinghan Xu and
  • Xiang Zhao

Water quality prediction, a well-established field with broad implications across various sectors, is thoroughly examined in this comprehensive review. Through an exhaustive analysis of over 170 studies conducted in the last five years, we focus on t...

  • Article
  • Open Access
58 Citations
15,778 Views
50 Pages

Overview of Underwater 3D Reconstruction Technology Based on Optical Images

  • Kai Hu,
  • Tianyan Wang,
  • Chaowen Shen,
  • Chenghang Weng,
  • Fenghua Zhou,
  • Min Xia and
  • Liguo Weng

At present, 3D reconstruction technology is being gradually applied to underwater scenes and has become a hot research direction that is vital to human ocean exploration and development. Due to the rapid development of computer vision in recent years...

  • Review
  • Open Access
56 Citations
10,515 Views
21 Pages

The Application of Artificial Intelligence Technology in Shipping: A Bibliometric Review

  • Guangnian Xiao,
  • Daoqi Yang,
  • Lang Xu,
  • Jinpei Li and
  • Ziran Jiang

Artificial intelligence (AI) technologies are increasingly being applied to the shipping industry to advance its development. In this study, 476 articles published in the Science Citation Index Expanded (SCI-EXPANDED) and the Social Sciences Citation...

  • Article
  • Open Access
55 Citations
6,379 Views
14 Pages

17 February 2023

Due to light absorption and scattering underwater images suffer from low contrast, color distortion, blurred details, and uneven illumination, which affect underwater vision tasks and research. Therefore, underwater image enhancement is of great sign...

  • Article
  • Open Access
55 Citations
5,541 Views
17 Pages

Dynamic Response Mechanism of Thin-Walled Plate under Confined and Unconfined Blast Loads

  • Shujian Yao,
  • Yikai Chen,
  • Chengming Sun,
  • Nan Zhao,
  • Zhonggang Wang and
  • Duo Zhang

Thin-walled metal plates and cabin structures are widely found in ships and cargos which are susceptible to attacks or accidental explosions. The present work focuses on the dynamic response mechanism of steel plates under unconfined and confined bla...

  • Article
  • Open Access
54 Citations
6,183 Views
17 Pages

Underwater-YCC: Underwater Target Detection Optimization Algorithm Based on YOLOv7

  • Xiao Chen,
  • Mujiahui Yuan,
  • Qi Yang,
  • Haiyang Yao and
  • Haiyan Wang

Underwater target detection using optical images is a challenging yet promising area that has witnessed significant progress. However, fuzzy distortions and irregular light absorption in the underwater environment often lead to image blur and color b...

  • Article
  • Open Access
53 Citations
15,256 Views
28 Pages

AUV-Based Side-Scan Sonar Real-Time Method for Underwater-Target Detection

  • Yulin Tang,
  • Liming Wang,
  • Shaohua Jin,
  • Jianhu Zhao,
  • Chao Huang and
  • Yongcan Yu

The limitations of underwater acoustic communications mean that the side-scan sonar data of an autonomous underwater vehicle (AUV) cannot be transmitted back and processed in real time, which means that targets cannot be detected in real time. To add...

  • Article
  • Open Access
53 Citations
4,206 Views
19 Pages

19 October 2023

Submarine landslides are a global geohazard that can displace huge volumes of loose submarine sediment, thereby triggering enormous tsunami waves and causing a serious threat to coastal cities. To investigate the generation of submarine landslide tsu...

  • Review
  • Open Access
49 Citations
9,079 Views
45 Pages

A Survey on Physical Layer Techniques and Challenges in Underwater Communication Systems

  • Naveed Ur Rehman Junejo,
  • Mariyam Sattar,
  • Saifullah Adnan,
  • Haixin Sun,
  • Abuzar B. M. Adam,
  • Ahmad Hassan and
  • Hamada Esmaiel

In the past decades, researchers/scientists have paid attention to the physical layer of underwater communications (UWCs) due to a variety of scientific, military, and civil tasks completed beneath water. This includes numerous activities critical fo...

  • Review
  • Open Access
49 Citations
8,509 Views
30 Pages

Ship Autonomous Collision-Avoidance Strategies—A Comprehensive Review

  • Hongguang Lyu,
  • Zengrui Hao,
  • Jiawei Li,
  • Guang Li,
  • Xiaofeng Sun,
  • Guoqing Zhang,
  • Yong Yin,
  • Yanjie Zhao and
  • Lunping Zhang

Autonomous decision-making for ships to avoid collision is core to the autonomous navigation of intelligent ships. In recent years, related research has shown explosive growth. However, owing to the complex constraints of navigation environments, the...

  • Article
  • Open Access
48 Citations
4,908 Views
19 Pages

The influence of the maritime environment such as water currents, water depth, and traffic separation rules should be considered when conducting ship path planning. Additionally, the maneuverability constraints of the ship play a crucial role in navi...

  • Review
  • Open Access
47 Citations
11,382 Views
30 Pages

A Review on the Recycling Technologies of Fibre-Reinforced Plastic (FRP) Materials Used in Industrial Fields

  • Dario De Fazio,
  • Luca Boccarusso,
  • Antonio Formisano,
  • Antonio Viscusi and
  • Massimo Durante

Fibre-reinforced plastic (FRP) materials are attracting growing interest because of their high specific mechanical properties. These characteristics, in addition to a high level of tailorability and design of freedom, make them attractive for marine,...

  • Article
  • Open Access
46 Citations
7,437 Views
19 Pages

Maximizing Green Hydrogen Production from Water Electrocatalysis: Modeling and Optimization

  • Hegazy Rezk,
  • A. G. Olabi,
  • Mohammad Ali Abdelkareem,
  • Ali Alahmer and
  • Enas Taha Sayed

The use of green hydrogen as a fuel source for marine applications has the potential to significantly reduce the carbon footprint of the industry. The development of a sustainable and cost-effective method for producing green hydrogen has gained a lo...

  • Article
  • Open Access
46 Citations
6,597 Views
19 Pages

A deep reinforcement learning method to achieve complete coverage path planning for an unmanned surface vehicle (USV) is proposed. This paper firstly models the USV and the workspace required for complete coverage. Then, for the full-coverage path pl...

  • Article
  • Open Access
46 Citations
3,671 Views
15 Pages

Effects of Methanol–Ammonia Blending Ratio on Performance and Emission Characteristics of a Compression Ignition Engine

  • Zan Huang,
  • Zhaochun Lyu,
  • Peifang Luo,
  • Guoqing Zhang,
  • Wenxuan Ying,
  • Aiguo Chen and
  • Hua Xiao

18 December 2023

Sustainable ammonia is one of the leading candidates in the search for alternative clean fuels for marine applications. This paper aims to build a simulation model of a six-cylinder, four-stroke diesel engine to investigate the effects of increasing...

  • Article
  • Open Access
45 Citations
7,534 Views
20 Pages

Safe Design of a Hydrogen-Powered Ship: CFD Simulation on Hydrogen Leakage in the Fuel Cell Room

  • Wenfeng Guan,
  • Ju Chen,
  • Lijian Chen,
  • Jiaolong Cao and
  • Hongjun Fan

Adopting proton exchange membrane fuel cells fuelled by hydrogen presents a promising solution for the shipping industry’s deep decarbonisation. However, the potential safety risks associated with hydrogen leakage pose a significant challenge t...

  • Article
  • Open Access
45 Citations
6,422 Views
18 Pages

Study on Mooring Design of 15 MW Floating Wind Turbines in South China Sea

  • Mingsheng Chen,
  • Jiale Jiang,
  • Wei Zhang,
  • Chun Bao Li,
  • Hao Zhou,
  • Yichen Jiang and
  • Xinghan Sun

Wind turbines and floating platform upsizing are major trends in the current offshore wind development. However, harsh environmental conditions increase the risk of anchor dragging and mooring failure when deploying large offshore floating wind turbi...

  • Article
  • Open Access
44 Citations
2,751 Views
17 Pages

Ship pollution emissions have attracted increasing attention in the maritime field due to the massive growth of maritime traffic activities. It is important to identify the ship emissions (SEs) magnitude and corresponding spatial and temporal distrib...

  • Article
  • Open Access
42 Citations
4,246 Views
24 Pages

A Coupled Hydrodynamic–Structural Model for Flexible Interconnected Multiple Floating Bodies

  • Mingsheng Chen,
  • Mingjun Ouyang,
  • Hongrui Guo,
  • Meiyan Zou and
  • Chi Zhang

Evaluating the structural safety and seakeeping performance of very large floating structures (VLFS) using the rigid module flexible connector (RMFC) method remains challenging due to the complexity of the coupled hydrodynamic–structural respon...

  • Article
  • Open Access
42 Citations
7,524 Views
16 Pages

Real-Time Instance Segmentation for Detection of Underwater Litter as a Plastic Source

  • Brendan Chongzhi Corrigan,
  • Zhi Yung Tay and
  • Dimitrios Konovessis

Thousands of tonnes of litter enter the ocean every day, posing a significant threat to marine life and ecosystems. While floating and beach litter are often in the spotlight, about 70% of marine litter eventually sinks to the seafloor, making underw...

  • Review
  • Open Access
42 Citations
7,766 Views
23 Pages

Optimizing Smart Energy Infrastructure in Smart Ports: A Systematic Scoping Review of Carbon Footprint Reduction

  • Seyed Behbood Issa Zadeh,
  • Maria Dolores Esteban Perez,
  • José-Santos López-Gutiérrez and
  • Gonzalo Fernández-Sánchez

5 October 2023

To lessen the environmental impact of the maritime industry, ports must decarbonize in conformity with various standards such as the European Green Deal and the Sustainable Development Goals (SDGs). In this regard, they must demonstrate integrated lo...

  • Article
  • Open Access
41 Citations
4,370 Views
24 Pages

21 February 2023

Under the influence of variable sea conditions, a ship will have an oscillating motion comprising six degrees of freedom, all of which are connected to each other. Among these degrees of freedom, rolling and pitching motions have a severe impact on a...

  • Review
  • Open Access
40 Citations
12,147 Views
25 Pages

Engineering and scientific applications are frequently affected by turbulent phenomena, which are associated with a great deal of uncertainty and complexity. Therefore, proper modeling and simulation studies are required. Traditional modeling methods...

  • Article
  • Open Access
39 Citations
4,106 Views
29 Pages

A Novel Fault Diagnosis Method Based on SWT and VGG-LSTM Model for Hydraulic Axial Piston Pump

  • Yong Zhu,
  • Hong Su,
  • Shengnan Tang,
  • Shida Zhang,
  • Tao Zhou and
  • Jie Wang

Since the hydraulic axial piston pump is the engine that drives hydraulic transmission systems, it is widely utilized in aerospace, marine equipment, civil engineering, and mechanical engineering. Operating safely and dependably is crucial, and failu...

  • Review
  • Open Access
39 Citations
4,841 Views
33 Pages

Seamless integration of both terrestrial and non-terrestrial networks is crucial to providing full-dimensional wireless and ubiquitous coverage, particularly catering to those engaged in marine activities. Compared to terrestrial networks, wireless c...

  • Review
  • Open Access
39 Citations
18,251 Views
28 Pages

Applications, Evolutions, and Challenges of Drones in Maritime Transport

  • Jingbo Wang,
  • Kaiwen Zhou,
  • Wenbin Xing,
  • Huanhuan Li and
  • Zaili Yang

27 October 2023

The widespread interest in using drones in maritime transport has rapidly grown alongside the development of unmanned ships and drones. To stimulate growth and address the associated technical challenges, this paper systematically reviews the relevan...

  • Article
  • Open Access
39 Citations
3,962 Views
28 Pages

Performance Analysis of a Floating Wind–Wave Power Generation Platform Based on the Frequency Domain Model

  • Mingsheng Chen,
  • Jiang Deng,
  • Yi Yang,
  • Hao Zhou,
  • Tao Tao,
  • Shi Liu,
  • Liang Sun and
  • Lin Hua

Integrating wave energy converters (WECs) onto floating offshore wind turbine platforms has emerged as a recent focal point of research aiming to achieve synergistic marine energy utilization and enhance the spatial efficiency of renewable energy. Th...

  • Article
  • Open Access
38 Citations
7,559 Views
26 Pages

Ship Anomalous Behavior Detection Using Clustering and Deep Recurrent Neural Network

  • Bohan Zhang,
  • Katsutoshi Hirayama,
  • Hongxiang Ren,
  • Delong Wang and
  • Haijiang Li

In this study, we propose a real-time ship anomaly detection method driven by Automatic Identification System (AIS) data. The method uses ship trajectory clustering classes as a normal model and a deep learning algorithm as an anomaly detection tool....

  • Article
  • Open Access
38 Citations
4,401 Views
15 Pages

For an underactuated unmanned surface vehicle (USV), time-varying external disturbances affect the accuracy of trajectory tracking. To ensure trajectory tracking accuracy, in this paper the reduced-order extended state observer (ESO) and the super-tw...

  • Review
  • Open Access
38 Citations
12,130 Views
17 Pages

Review on Gilthead Seabream (Sparus aurata) Aquaculture: Life Cycle, Growth, Aquaculture Practices and Challenges

  • Kamel Mhalhel,
  • Maria Levanti,
  • Francesco Abbate,
  • Rosaria Laurà,
  • Maria Cristina Guerrera,
  • Marialuisa Aragona,
  • Caterina Porcino,
  • Marilena Briglia,
  • Antonino Germanà and
  • Giuseppe Montalbano

18 October 2023

Over the years, the gilthead seabream (Sparus aurata), a prominent species in Mediterranean aquaculture with an increasing production volume and aquafarming technologies, has become an important research focus. The accumulation of knowledge via sever...

  • Review
  • Open Access
38 Citations
14,737 Views
18 Pages

Artificial Intelligence-Based Aquaculture System for Optimizing the Quality of Water: A Systematic Analysis

  • Omar Capetillo-Contreras,
  • Francisco David Pérez-Reynoso,
  • Marco Antonio Zamora-Antuñano,
  • José Manuel Álvarez-Alvarado and
  • Juvenal Rodríguez-Reséndiz

The world population is expected to grow to around 9 billion by 2050. The growing need for foods with high protein levels makes aquaculture one of the fastest-growing food industries in the world. Some challenges of fishing production are related to...

  • Article
  • Open Access
38 Citations
4,154 Views
19 Pages

3 October 2024

Autonomous underwater vehicles equipped with target recognition algorithms are a primary means of removing marine debris. However, due to poor underwater visibility, light scattering by suspended particles, and the coexistence of organisms and debris...

  • Review
  • Open Access
37 Citations
8,503 Views
35 Pages

A Review of Application of Machine Learning in Storm Surge Problems

  • Yue Qin,
  • Changyu Su,
  • Dongdong Chu,
  • Jicai Zhang and
  • Jinbao Song

1 September 2023

The rise of machine learning (ML) has significantly advanced the field of coastal oceanography. This review aims to examine the existing deficiencies in numerical predictions of storm surges and the effort that has been made to improve the predictive...

  • Article
  • Open Access
37 Citations
3,815 Views
17 Pages

Hybrid Path Planning Using a Bionic-Inspired Optimization Algorithm for Autonomous Underwater Vehicles

  • Sarada Prasanna Sahoo,
  • Bikramaditya Das,
  • Bibhuti Bhusan Pati,
  • Fausto Pedro Garcia Marquez and
  • Isaac Segovia Ramirez

This research presents a hybrid approach for path planning of autonomous underwater vehicles (AUVs). During path planning, static obstacles affect the desired path and path distance which result in collision penalties. In this study, the merits of gr...

  • Article
  • Open Access
37 Citations
11,450 Views
16 Pages

Statistical Analysis of Accidents and Review of Safety Level of Passenger Ships

  • Eleftheria Eliopoulou,
  • Aimilia Alissafaki and
  • Apostolos Papanikolaou

13 February 2023

This paper deals with a statistical analysis of maritime accidents pertaining to passenger ships in worldwide operation and, ultimately, with the assessment of the current safety level of the particular ship type, assuming that the safety level may b...

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J. Mar. Sci. Eng. - ISSN 2077-1312