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31 pages, 7893 KB  
Article
A Capacity Optimization Method of Ship Integrated Power System Based on Comprehensive Scenario Planning: Considering the Hydrogen Energy Storage System and Supercapacitor
by Fanzhen Jing, Xinyu Wang, Yuee Zhang and Shaoping Chang
Energies 2025, 18(19), 5305; https://doi.org/10.3390/en18195305 - 8 Oct 2025
Viewed by 170
Abstract
Environmental pollution caused by shipping has always received great attention from the international community. Currently, due to the difficulty of fully electrifying medium- and large-scale ships, the hybrid energy ship power system (HESPS) will be the main type in the future. Considering the [...] Read more.
Environmental pollution caused by shipping has always received great attention from the international community. Currently, due to the difficulty of fully electrifying medium- and large-scale ships, the hybrid energy ship power system (HESPS) will be the main type in the future. Considering the economic and long-term energy efficiency of ships, as well as the uncertainty of the output power of renewable energy units, this paper proposes an improved design for an integrated power system for large cruise ships, combining renewable energy and a hybrid energy storage system. An energy management strategy (EMS) based on time-gradient control and considering load dynamic response, as well as an energy storage power allocation method that considers the characteristics of energy storage devices, is designed. A bi-level power capacity optimization model, grounded in comprehensive scenario planning and aiming to optimize maximum return on equity, is constructed and resolved by utilizing an improved particle swarm optimization algorithm integrated with dynamic programming. Based on a large-scale cruise ship, the aforementioned method was investigated and compared to the conventional planning approach. It demonstrates that the implementation of this optimization method can significantly decrease costs, enhance revenue, and increase the return on equity from 5.15% to 8.66%. Full article
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30 pages, 1809 KB  
Article
Safety of LNG-Fuelled Cruise Ships in Comparative Risk Assessment
by Elvis Čapalija, Peter Vidmar and Marko Perkovič
J. Mar. Sci. Eng. 2025, 13(10), 1896; https://doi.org/10.3390/jmse13101896 - 2 Oct 2025
Viewed by 209
Abstract
Although liquefied natural gas (LNG) is already widely used as a marine fuel, its use on large cruise ships is a relatively new development. By the end of 2024, twenty-four LNG-fuelled cruise ships were in operation, each carrying several thousand passengers and making [...] Read more.
Although liquefied natural gas (LNG) is already widely used as a marine fuel, its use on large cruise ships is a relatively new development. By the end of 2024, twenty-four LNG-fuelled cruise ships were in operation, each carrying several thousand passengers and making frequent port calls. These operational characteristics increase the potential risks compared to conventional cargo ships and require a rigorous safety assessment. In this study, the safety of LNG-fuelled cruise ships is assessed using the Formal Safety Assessment (FSA) framework prescribed by the International Maritime Organization (IMO). The assessment includes a hazard identification (HAZID), a risk analysis, an evaluation of risk control options, a cost–benefit analysis and recommendations for decision-making. Given the limited operational data on LNG-fuelled cruise ships, event trees are developed on the basis of LNG tanker incidents, adjusted to reflect passenger-related risks and cruise-specific operating conditions. A statistical overview of marine casualties involving cruise ships and LNG carriers of more than 20,000 GT over the last 35 years provides a further basis for the analysis. To ensure compliance, the study also analyses class requirements and regulatory frameworks, including risk assessments for ship design, bunker operations and emergency preparedness. These assessments, which are carried out at component, ship and process level, remain essential for safety validation and regulatory approval. The results provide a comprehensive framework for assessing LNG safety in the cruise sector by combining existing safety data, regulatory standards and probabilistic risk modelling. Recent work also confirms that event tree modelling identifies critical accident escalation pathways, particularly in scenarios involving passenger evacuation and port operations, which are under-researched in current practice. The results contribute to the wider debate on alternative fuels and support evidence-based decision-making by ship operators, regulators and industry stakeholders. Full article
(This article belongs to the Special Issue Maritime Security and Risk Assessments—2nd Edition)
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23 pages, 4006 KB  
Article
Advancing Sustainable Propulsion Solutions for Maritime Applications: Numerical and Experimental Assessments of a Methanol HT-PEMFC System
by Simona Di Micco, Filippo Scamardella, Marco Altosole, Ivan Arsie and Mariagiovanna Minutillo
Energies 2025, 18(19), 5119; https://doi.org/10.3390/en18195119 - 26 Sep 2025
Viewed by 301
Abstract
The interest in analyzing alternative fuels and new propulsion technologies for shipping decarbonization is growing rapidly. This paper aims to evaluate the performance of high-temperature polymeric exchange membrane fuel cells (HT-PEMFCs) fed by reformed methanol and their potential application as a propulsion system [...] Read more.
The interest in analyzing alternative fuels and new propulsion technologies for shipping decarbonization is growing rapidly. This paper aims to evaluate the performance of high-temperature polymeric exchange membrane fuel cells (HT-PEMFCs) fed by reformed methanol and their potential application as a propulsion system for vessels. The proposed system is intended to be installed on board a 10 m long ship, designed for commercial use in the marine area of Capri Island. Numerical and experimental analyses were performed to estimate the system’s performance, and a feasibility assessment was carried out to verify its real applicability on board the reference case study. From the numerical perspective, a CFD model of the ship hull, as well as a thermochemical model of the propulsion system, was developed. From the experimental point of view, the system behavior was tested by means of a dedicated test bench. The results of the numerical models allowed for the sizing of the propulsion system and the calculation of the fuel consumption. In particular, to satisfy the ship’s power demand, two 5 kW HT-PEMFCs were needed, with a total fuel consumption of 12.7 kg over a typical daily cruise, with a methanol consumption of 1.88 kg/h during cruising at 7 knots. The feasibility analysis highlighted that the propulsion system fits the vessel’s requirements, both in terms of volume and weight. Full article
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27 pages, 6764 KB  
Article
Multi-Objective Optimization of Energy Storage Configuration and Dispatch in Diesel-Electric Propulsion Ships
by Fupeng Sun, Yanlin Liu, Huibing Gan, Shaokang Zang and Zhibo Lei
J. Mar. Sci. Eng. 2025, 13(9), 1808; https://doi.org/10.3390/jmse13091808 - 18 Sep 2025
Viewed by 439
Abstract
This study investigates the configuration of an energy storage system (ESS) and the optimization of energy management strategies for diesel-electric hybrid ships, with the goal of enhancing fuel economy and reducing emissions. An integrated mathematical model of the diesel generator set and the [...] Read more.
This study investigates the configuration of an energy storage system (ESS) and the optimization of energy management strategies for diesel-electric hybrid ships, with the goal of enhancing fuel economy and reducing emissions. An integrated mathematical model of the diesel generator set and the battery-based ESS is established. A rule-based energy management strategy (EMS) is proposed, in which the ship operating conditions are classified into berthing, maneuvering, and cruising modes. This classification enables coordinated power allocation between the diesel generator set and the ESS, while ensuring that the diesel engine operates within its high-efficiency region. The optimization framework considers the number of battery modules in series and the upper and lower bounds of the state of charge (SOC) as design variables. The dual objectives are set as lifecycle cost (LCC) and greenhouse gas (GHG) emissions, optimized using the Multi-Objective Coati Optimization Algorithm (MOCOA). The algorithm achieves a balance between global exploration and local exploitation. Numerical simulations indicate that, under the LCC-optimal solution, fuel consumption and GHG emissions are reduced by 16.12% and 13.18%, respectively, while under the GHG-minimization solution, reductions of 37.84% in fuel consumption and 35.02% in emissions are achieved. Compared with conventional algorithms, including Multi-Objective Particle Swarm Optimization (MOPSO), Non-dominated Sorting Dung Beetle Optimizer (NSDBO), and Multi-Objective Sparrow Search Algorithm (MOSSA), MOCOA exhibits superior convergence and solution diversity. The findings provide valuable engineering insights into the optimal configuration of ESS and EMS for hybrid ships, thereby contributing to the advancement of green shipping. Full article
(This article belongs to the Section Ocean Engineering)
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26 pages, 5828 KB  
Article
Optimizing Evacuation Signage Layouts in Symmetrical Cruise Ship Theaters Considering Passenger Mobility and Visual Asymmetries
by You Kong, Kaibo Jin, Haihong Xu, Bo Yu and Ruijie Li
Symmetry 2025, 17(9), 1383; https://doi.org/10.3390/sym17091383 - 24 Aug 2025
Viewed by 668
Abstract
The growing participation of elderly individuals in cruise tourism introduces asymmetry in passenger mobility and perception, posing challenges for onboard emergency evacuation. To address this, an interactive cellular automata model that enables dynamic human–signage interaction, incorporating age-dependent variations in walking speed and visual [...] Read more.
The growing participation of elderly individuals in cruise tourism introduces asymmetry in passenger mobility and perception, posing challenges for onboard emergency evacuation. To address this, an interactive cellular automata model that enables dynamic human–signage interaction, incorporating age-dependent variations in walking speed and visual field. The model simulates passenger behavior during evacuation by integrating a static potential field, signage attraction, and directional guidance mechanisms. A bi-objective optimization framework is proposed to determine the optimal signage layout for symmetrical cruise ship theaters, balancing evacuation effectiveness across age groups with design constraints such as economic considerations. The optimization uses a genetic algorithm through simulation experiments under varying age compositions and smoke concentration levels. Results indicate that age-sensitive and interactive signage design substantially enhances evacuation efficiency, particularly for elderly passengers and under limited visibility conditions. This study offers practical insights into signage layout strategies for enhancing shipboard evacuation safety in diverse demographic and environmentally complex scenarios. Full article
(This article belongs to the Section Mathematics)
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16 pages, 2549 KB  
Article
An Engine Load Monitoring Approach for Quantifying Yearly Methane Slip Emissions from an LNG-Powered RoPax Vessel
by Benoit Sagot, Raphael Defossez, Ridha Mahi, Audrey Villot and Aurélie Joubert
J. Mar. Sci. Eng. 2025, 13(7), 1379; https://doi.org/10.3390/jmse13071379 - 21 Jul 2025
Viewed by 1709
Abstract
Liquefied natural gas (LNG) is increasingly used as a marine fuel due to its capacity to significantly reduce emissions of particulate matter, sulfur oxides (SOx), and nitrogen oxides (NOx), compared to conventional fuels. In addition, LNG combustion produces less [...] Read more.
Liquefied natural gas (LNG) is increasingly used as a marine fuel due to its capacity to significantly reduce emissions of particulate matter, sulfur oxides (SOx), and nitrogen oxides (NOx), compared to conventional fuels. In addition, LNG combustion produces less carbon dioxide (CO2) than conventional marine fuels, and the use of non-fossil LNG offers further potential for reducing greenhouse gas emissions. However, this benefit can be partially offset by methane slip—the release of unburned methane in engine exhaust—which has a much higher global warming potential than CO2. This study presents an experimental evaluation of methane emissions from a RoPax vessel powered by low-pressure dual-fuel four-stroke engines with a direct mechanical propulsion system. Methane slip was measured directly during onboard testing and combined with a year-long analysis of engine operation using an Engine Load Monitoring (ELM) method. The yearly average methane slip coefficient (Cslip) obtained was 1.57%, slightly lower than values reported in previous studies on cruise ships (1.7%), and significantly lower than the default values specified by the FuelEU (3.1%) Maritime regulation and IMO (3.5%) LCA guidelines. This result reflects the ship’s operational profile, characterized by long crossings at high and stable engine loads. This study provides results that could support more representative emission assessments and can contribute to ongoing regulatory discussions. Full article
(This article belongs to the Special Issue Performance and Emission Characteristics of Marine Engines)
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25 pages, 2225 KB  
Article
Virtual Reality Applied to Design Reviews in Shipbuilding
by Seppo Helle, Taneli Nyyssönen, Olli Heimo, Leo Sakari and Teijo Lehtonen
Multimodal Technol. Interact. 2025, 9(7), 72; https://doi.org/10.3390/mti9070072 - 15 Jul 2025
Viewed by 711
Abstract
This article describes a pilot project studying the potential benefits of using virtual reality (VR) in design reviews of cruise ship interiors. The research was conducted as part of a 2020–2022 research project targeting at sustainable shipbuilding methods. It was directly connected to [...] Read more.
This article describes a pilot project studying the potential benefits of using virtual reality (VR) in design reviews of cruise ship interiors. The research was conducted as part of a 2020–2022 research project targeting at sustainable shipbuilding methods. It was directly connected to an ongoing cruise ship building project, executed in cooperation with four companies constructing interiors. The goal was to use VR reviews instead of, or in addition to, constructing physical mock-up sections of the ship interiors, with expected improvements in sustainability and stakeholder communication. A number of virtual 3D models were created, imported into a virtual reality environment, and presented to customers. Experiences were collected through interviews and surveys from both the construction companies and customers. The results indicate that VR can be an efficient tool for design reviews. The designs can often be evaluated better in VR than using traditional methods. Material savings are possible by using virtual mock-ups instead of physical ones. However, it was also discovered that the visual rendering capabilities of the used software environment do not provide the realism that would be desired in some reviews. To overcome this limitation, more resources would be needed in preparing the models for VR reviews. Full article
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14 pages, 2164 KB  
Article
Research on Operational Risk for Northwest Passage Cruise Ships Using POLARIS
by Long Ma, Jiemin Fan, Xiaoguang Mou, Sihan Qian, Jin Xu, Liang Cao, Bo Xu, Boxi Yao, Xiaowen Li and Yabin Li
J. Mar. Sci. Eng. 2025, 13(7), 1335; https://doi.org/10.3390/jmse13071335 - 12 Jul 2025
Cited by 1 | Viewed by 545
Abstract
In the context of global warming, polar tourism is developing rapidly, and the demand for polar cruise travel in the Northwest Passage continues to increase, while sea ice has long been a key factor limiting the development of polar cruise tourism. This study [...] Read more.
In the context of global warming, polar tourism is developing rapidly, and the demand for polar cruise travel in the Northwest Passage continues to increase, while sea ice has long been a key factor limiting the development of polar cruise tourism. This study focuses on the operational risk of sea ice on cruise ships in the Northwest Passage (NWP), aiming to provide a scientific basis for ensuring the safety of cruise ship navigation and promoting the sustainable development of polar tourism. Based on ice data from 2015 to 2024, this study used the Polar Operational Limit Assessment Risk Indexing System (POLARIS) methodology recommended by the International Maritime Organization (IMO) to establish three scenarios for the route of ice class IC cruise ships: light ice, normal ice, and heavy ice. The navigable windows were systematically analyzed and critical waters along the route were identified. The results indicate that the navigable windows for IC ice-class cruise ships under light ice conditions are from mid-July to early December, while the navigable period under normal ice conditions is only from mid- to late September, and navigation is not possible under heavy ice conditions. The study identified Larsen Sound, Barrow Strait, Bellot Strait and Eastern Beaufort Sea as critical waters on the NWP cruise route. Among them, Larsen Sound and Eastern Beaufort Sea have a more prominent impact on voyage scheduling because their navigation weeks overlap less with other waters. This study provides a new idea for the risk assessment of polar cruise ships in ice regions. The research results can provide an important reference for the safe operation of polar cruise ships in the NWP and the decision-making of relevant parties. Full article
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45 pages, 3032 KB  
Article
Assessment of Gender Perceptions Onboard Maritime Ships: Case Study on Cruise Lines Industry
by Catalin Popa, Sergiu Lupu, Filip Nistor and Andrei Bautu
Adm. Sci. 2025, 15(6), 225; https://doi.org/10.3390/admsci15060225 - 11 Jun 2025
Cited by 1 | Viewed by 1929
Abstract
This study explores gender perceptions and equity challenges within the maritime cruise industry, focusing specifically on crew experiences aboard European Union-flagged vessels. The research aims to evaluate the extent to which gender diversity, equality, and inclusion are perceived, practiced, and institutionalized onboard. A [...] Read more.
This study explores gender perceptions and equity challenges within the maritime cruise industry, focusing specifically on crew experiences aboard European Union-flagged vessels. The research aims to evaluate the extent to which gender diversity, equality, and inclusion are perceived, practiced, and institutionalized onboard. A structured Knowledge, Attitudes, and Practices (KAP) survey was administered to the crew members across various departments and ranks, investigating perceptions of discrimination, career advancement, workplace safety, and the implementation of gender-sensitive policies. Results indicate persistent gender disparities, particularly in areas such as promotion opportunities, emotional burden, and reporting of harassment. While overall attitudes toward diversity appeared positive, a significant proportion of female respondents reported experiencing bias, isolation, and unequal treatment despite possessing equivalent qualifications. Statistical analysis, including Chi-square tests and Exploratory Factor Analysis, identified three dominant perception dimensions: structural bias, emotional strain, and safety concerns. A notable gap emerged between institutional policies and actual behaviours or trust in enforcement mechanisms. The authors contribute to the field by designing a context-specific KAP instrument, applying robust statistical methodologies, and offering actionable recommendations to maritime organizations. These include enhancing reporting systems, improving mentorship opportunities, and institutionalizing training on unconscious bias. This study provides empirical evidence to support policy reforms and cultural shifts aimed at fostering gender-inclusive environments onboard maritime cruise vessels. Full article
(This article belongs to the Section Gender, Race and Diversity in Organizations)
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22 pages, 1912 KB  
Article
Optimization of Reverse Logistics Networks for Hazardous Waste Incorporating Health, Safety, and Environmental Management: Insights from Large Cruise Ship Construction
by Huilin Li, Jiaqi Yang and Wei Zhang
Appl. Sci. 2025, 15(11), 6056; https://doi.org/10.3390/app15116056 - 28 May 2025
Viewed by 1002
Abstract
Cruise construction involves a lengthy logistical cycle, complex processes, and large volumes of diverse materials, inevitably generating reverse flows. To mitigate risks such as stock congestion, production disruption, and occupational hazards, this study proposes a novel reverse logistics network optimization model that integrates [...] Read more.
Cruise construction involves a lengthy logistical cycle, complex processes, and large volumes of diverse materials, inevitably generating reverse flows. To mitigate risks such as stock congestion, production disruption, and occupational hazards, this study proposes a novel reverse logistics network optimization model that integrates cost, efficiency, and Health, Safety, Environment (HSE) risk factors. Realistic factors including vehicle load, transport cost, loading time, and risk weight were considered to improve model applicability. Fuzzy time windows quantify worker risk exposure and operational efficiency, adding decision-making complexity. A three-phase Levy mutation discrete crow search algorithm (DCSA) was developed, introducing the Levy flight strategy to replace random search and enhance the discretization and solution diversity. The comparative analysis shows that DCSA performs as well as NSGA-II, while outperforming DGWO, demonstrating both stability and efficiency. Comparative analysis with a cost-only scenario revealed that although short-term economic gains may be achieved under cost minimization, such approaches often overlook risks with potential long-term impacts. This highlights the necessity of integrating safety concerns into reverse logistics planning, and confirms the model’s robustness and practical value, thus supporting decision makers in aligning reverse logistics planning in shipyards with sustainability and operational efficiency goals. Full article
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34 pages, 723 KB  
Review
Comprehensive Review of Hybrid Energy Systems: Challenges, Applications, and Optimization Strategies
by Aqib Khan, Mathieu Bressel, Arnaud Davigny, Dhaker Abbes and Belkacem Ould Bouamama
Energies 2025, 18(10), 2612; https://doi.org/10.3390/en18102612 - 19 May 2025
Cited by 8 | Viewed by 6107
Abstract
This paper provides a comprehensive review of hybrid energy systems (HESs), focusing on their challenges, optimization techniques, and control strategies to enhance performance, reliability, and sustainability across various applications, such as microgrids (MGs), commercial buildings, healthcare facilities, and cruise ships. The integration of [...] Read more.
This paper provides a comprehensive review of hybrid energy systems (HESs), focusing on their challenges, optimization techniques, and control strategies to enhance performance, reliability, and sustainability across various applications, such as microgrids (MGs), commercial buildings, healthcare facilities, and cruise ships. The integration of renewable energy sources (RESs), including solar photovoltaics (PVs), with enabling technologies such as fuel cells (FCs), batteries (BTs), and energy storage systems (ESSs) plays a critical role in improving energy management, reducing emissions, and increasing economic viability. This review highlights advancements in multi-objective optimization techniques, real-time energy management, and sophisticated control strategies that have significantly contributed to reducing fuel consumption, operational costs, and environmental impact. However, key challenges remain, including the scalability of optimization techniques, sensitivity to system parameter variations, and limited incorporation of user behavior, grid dynamics, and life cycle carbon emissions. The review underlines the need for robust, adaptable control strategies capable of accommodating rapidly changing energy environments, as well as the importance of life cycle assessments to ensure the long-term sustainability of RES technologies. Future research directions emphasize the integration of variable RESs, advanced scheduling, and the application of emerging technologies such as artificial intelligence and blockchain to improve system resilience and efficiency. This paper introduces a novel classification framework, distinct from existing taxonomies, addressing gaps in prior reviews by incorporating emerging technologies and focusing on the dynamic nature of energy management in hybrid systems. It also advocates for bridging the gap between theoretical advancements and real-world implementation to promote the development of more sustainable and reliable HESs. Full article
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19 pages, 1260 KB  
Article
Worries About Air Pollution from the Unsustainable Use of Studded Tires and Cruise Ships—A Preliminary Study on the Relationship Between Worries and Health Complaints Due to Seasonal Pollution
by Yvonne Höller, Lada Zelinski, Leon Daði Sesseljuson, Ara Dan Pálmadóttir, Asia Latini, Audrey Matthews, Ásta Margrét Ásmundsdóttir, Lárus Steinþór Guðmundsson and Ragnar Pétur Ólafsson
Sustainability 2025, 17(10), 4634; https://doi.org/10.3390/su17104634 - 19 May 2025
Viewed by 1027
Abstract
The relationship between ambient particulate matter (PM) and mental health conditions is well established. No study so far has investigated whether different sources of air pollution are associated with distinctive worries. We recruited n = 47 citizens living in an area with seasonal [...] Read more.
The relationship between ambient particulate matter (PM) and mental health conditions is well established. No study so far has investigated whether different sources of air pollution are associated with distinctive worries. We recruited n = 47 citizens living in an area with seasonal air pollution from studded tires (winter) and cruise ships (summer). We asked about seasonal well-being, symptoms of insomnia, migraine, and eco-anxiety, as well as worries about air pollution. Participants were more worried about air pollution from cruise ships as compared to studded tires (p = 0.013), which stands in contrast to PM caused by studded tires being more severe. There were significant correlations between worries about outdoor air pollution and insomnia symptoms (p = 0.003), worries about indoor air pollution and migraine symptoms (p < 0.001), worries about air pollution from studded tires and eco-anxiety (p = 0.001), and worries about air pollution from cruise ships and symptoms of migraine (p = 0.001). The low participation rate limits generalizability but is a result by itself because of the highly controversial topic of studded tires. We hypothesize that participation in studies set out to demonstrate negative effects of particulate matter needs to be strategically planned when the overall opinion of the population to be studied is positive towards the source of the hazardous pollution. Additionally, we hypothesize that the contribution of air pollution from different sources receives a varying degree of attention from the population. Further research into the relation between attitudes towards the unsustainable use of studded tires and perceived vs. real air pollution might help to design effective campaigns to influence decision-making. Full article
(This article belongs to the Section Health, Well-Being and Sustainability)
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16 pages, 4397 KB  
Article
Simulation and Optimization of Multi-Phase Terminal Trajectory for Three-Dimensional Anti-Ship Missiles Based on Hybrid MOPSO
by Jiandong Sun, Shixun You, Di Hua, Zhiwei Xu, Peiyao Wang and Zihang Yang
Algorithms 2025, 18(5), 278; https://doi.org/10.3390/a18050278 - 8 May 2025
Viewed by 998
Abstract
In high-dynamic battlefield environments, anti-ship missiles must perform intricate attitude adjustments and energy management within time constraints to hit a target accurately. Traditional optimization methods face challenges due to the high speed, flexibility, and varied constraints inherent to anti-ship missiles. To overcome these [...] Read more.
In high-dynamic battlefield environments, anti-ship missiles must perform intricate attitude adjustments and energy management within time constraints to hit a target accurately. Traditional optimization methods face challenges due to the high speed, flexibility, and varied constraints inherent to anti-ship missiles. To overcome these challenges, this research introduces a three-dimensional (3D) multi-stage trajectory optimization approach based on the hybrid multi-objective particle swarm optimization algorithm (MOPSO-h). A multi-stage optimization model is developed for terminal trajectory, dividing the flight process into three stages: cruising, altitude adjustment, and penetration dive. Dynamic equations are formulated for each stage, incorporating real-time observations and overload constraints and ensuring the trajectory remains smooth, continuous, and compliant with physical limitations. The proposed algorithm integrates an adaptive hybrid mutation strategy, effectively balancing global search with local exploitation, thus preventing premature convergence. The simulation results demonstrate that, in typical scenarios, the mean miss distance optimized by MOPSO-h remains no greater than 2.34 m, while the terminal landing angle is consistently no less than 85.68°. Furthermore, MOPSO-h enables the missile’s cruise altitude and speed, driven by multiple models, to maintain long-term stability, ensuring that the maneuver overload adheres to physical constraints. This research provides a rigorous and practical solution for anti-ship missile trajectory design and engagement with shipborne air defense systems in high-dynamic environments, achieved through a multi-stage collaborative optimization mechanism and error analysis. Full article
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29 pages, 19185 KB  
Article
An AIS-Based Study to Estimate Ship Exhaust Emissions Using Spatio-Temporal Approach
by Akhahenda Whitney Khayenzeli, Woo-Ju Son, Dong-June Jo and Ik-Soon Cho
J. Mar. Sci. Eng. 2025, 13(5), 922; https://doi.org/10.3390/jmse13050922 - 7 May 2025
Cited by 2 | Viewed by 1766
Abstract
The global shipping industry facilitates the movement of approximately 80% of goods across the world but accounts for nearly 3% of total greenhouse gas (GHG) emissions every year, and other pollutants. One challenge in reducing shipping emissions is understanding and quantifying emission characteristics. [...] Read more.
The global shipping industry facilitates the movement of approximately 80% of goods across the world but accounts for nearly 3% of total greenhouse gas (GHG) emissions every year, and other pollutants. One challenge in reducing shipping emissions is understanding and quantifying emission characteristics. A detailed method for calculating shipping emissions should be applied when preparing exhaust gas inventory. This research focused on quantifying CO2, NOx, and SOx emissions from tankers, containers, bulk carriers, and general cargo in the Republic of Korea using spatio-temporal analysis and maritime big data. Using the bottom-up approach, this study calculates vessel emissions from the ship engines while considering the fuel type and operation mode. It leveraged the Geographic Information System (GIS) to generate spatial distribution maps of vessel exhausts. The research revealed variability in emissions according to ship types, sizes, and operational modes. CO2 emissions were dominant, totaling 10.5 million tons, NOx 179,355.2 tons, and SOx 32,505.1 tons. Tankers accounted for about 43.3%, containers 33.1%, bulk carriers 17.3%, and general cargo 6.3%. Further, emissions in hoteling and cruising were more significant than during maneuvering and reduced speed zones (RSZs). This study contributes to emission databases, providing a basis for the establishment of targeted emission control policies. Full article
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20 pages, 4731 KB  
Article
Research on Path and Sequence Planning for Multi-Cabin Onboard Transportation of Large Cruise Ships
by Liyang Ju, Xiaoyuan Wu, Yixi Zhao, Jianfeng Liu and Kun Liu
Appl. Sci. 2025, 15(8), 4406; https://doi.org/10.3390/app15084406 - 16 Apr 2025
Cited by 1 | Viewed by 543
Abstract
The utilization of PMCUs (Prefabricated Modular Cabin Units) is a key strategy for enhancing the efficiency and reducing the costs of large cruise ship construction. Effective transportation planning for multiple PMCU cabins, including the paths and sequence, is vital to ensure smooth and [...] Read more.
The utilization of PMCUs (Prefabricated Modular Cabin Units) is a key strategy for enhancing the efficiency and reducing the costs of large cruise ship construction. Effective transportation planning for multiple PMCU cabins, including the paths and sequence, is vital to ensure smooth and timely installation. However, traditional A-Star algorithms for path planning face limitations when it comes to accounting for boundary obstacles, and existing routine sequence planning methods can hardly tackle multi-cabin coupled blocking effects. To address these challenges, an enhanced A-Star algorithm is introduced and designed to handle both grid-based and boundary obstacles in the path planning process for cabin transportation onboard. Additionally, a novel reverse planning strategy is further proposed that addresses the coupling effects arising from inter-cabin mutual blocking by determining the optimal collision-free installation sequence. Integrated with the enhanced A-Star algorithm, this reverse planning strategy effectively eliminates interference between cabin transportation sequences and transportation paths, significantly improving operational efficiency. A comparative analysis across various scenarios further substantiates the practicality and effectiveness of the proposed method, highlighting its potential for real-world application in large-scale cruise ship construction. Full article
(This article belongs to the Section Civil Engineering)
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