Analysis and evaluation of database for the selection of propulsion systems for tankers

Pham, Van Viet; Hoang, Anh Tuan; Chien, Hung

doi:10.1063/5.0007655

Cited by 16 publications

(8 citation statements)

References 16 publications

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“…For instance, in designing the propulsion system for merchant fleets, it should take into account the emission factors and fuel consumption because these ship types are facing pressure on low cost. Furthermore, the selection of the propulsion system for other vessels has additional criteria with respect to the different operating profiles of each vessels 7 . For example, offshore support vessels are multi‐functional vessels, which are used in oil and gas exploration, seismic research, supplying of materials and fuel, and transportation; therefore, these vessels must establish stability as large as possible.…”

Section: Introductionmentioning

confidence: 99%

The electric propulsion system as a green solution for management strategy ofCO₂emission in ocean shipping: A comprehensive review

Nguyen

Hoang

Nižetić

et al. 2020

Int Trans Electr Energ Syst

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113

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Section: Introductionmentioning

confidence: 99%

The electric propulsion system as a green solution for management strategy ofCO₂emission in ocean shipping: A comprehensive review

Nguyen

Hoang

Nižetić

et al. 2020

Int Trans Electr Energ Syst

Self Cite

113

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“…In addition to these studies, few studies address tanker class ships. Pham et al (2020) conducted a study on the selection of propellers for tanker ships. Propeller system preferences were determined by considering the operational efficiency of ships with a tonnage of more than 5000 deadweights (Pham et al, 2020).…”

Section: Literature Reviewmentioning

confidence: 99%

“…Pham et al (2020) conducted a study on the selection of propellers for tanker ships. Propeller system preferences were determined by considering the operational efficiency of ships with a tonnage of more than 5000 deadweights (Pham et al, 2020). In another study, a study prepared by Ffooks (1995) was conducted on the selection model related to the design of Liquid Natural Gas (LNG) ships on some important factors (Ffrooks, 1995).…”

Section: Literature Reviewmentioning

confidence: 99%

Determination of Chemical Tanker Selection Criteria for Shipping Companies

ARICAN

Kara

2022

Mersin Üniversitesi Denizcilik Ve Lojistik Araştırmaları Dergisi

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Chemical tanker ships are one of the most used types of tanker ships in the maritime market. The use of chemical tankers in national and international waters is increasing day by day. Maritime businesses and shipowners prefer to lease the ships that are active in the market for some time instead of building and owning new ships. Due to the increase in preferences, it has been seen that it is an important issue to determine the selection of ships to carry this type of chemical cargo in different criteria. Many different criteria and methods are used to choose the most ideal of these chemical tankers based on the temporal charter of the maritime enterprises. In this regard, this study is aimed to determine the criteria that should be used for the selection of chemical tankers and to group these criteria. For this purpose, a survey study was conducted. 85 different chemical tanker selection criteria and the best 23 distinguishing criteria were determined using the Delphi method. It is envisaged that these 23 criteria will allow the authorized personnel of the company to choose the most ideal alternative chemical tanker.

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“…It is essential to have a sound understanding of the intricacies and dynamics of these industries to comprehend their role in the construction of the modern world [18], [19]. The marine sector, often called the maritime industry, encompasses all aspects of marine transportation, including shipping, shipbuilding, port operations, and maritime services [20]- [23]. Shipping, in particular, is an essential component of this business since it involves the movement of goods and products using vessels such as ships and boats [24], [25].…”

Section: Introductionmentioning

confidence: 99%

An insight into the Application of AI in maritime and Logistics toward Sustainable Transportation

Vu,

Le,

et al. 2024

JOIV : Int. J. Inform. Visualization

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This review article looks at the developing field of artificial intelligence and machine learning in maritime and marine environment management. The marine industry is increasingly interested in applying advanced AI and ML technologies to solve sustainability, efficiency, and regulatory compliance issues. This paper examines maritime and marine AI and ML applications using a deep literature review and case study analysis. Modeling ship fuel consumption, which impacts the environment and operating expenses, is a top responsibility. The study demonstrates that ML approaches such as Random Forest and Tweedie models can estimate ship fuel use. Statistical analysis demonstrates that the Random Forest model beats the Tweedie model regarding accuracy and consistency. For the training and testing datasets, the Random Forest model has high R2 values of 0.9997 and 0.9926, indicating a solid match. Low Root Mean Square Error (RMSE) and average absolute relative deviation (AARD) suggest that the model accurately reflects fuel use variability. While still performing well, the Tweedie model has lower R2 values and higher RMSE and AARD values, suggesting reduced accuracy and precision in fuel consumption prediction. These findings provide light on the potential applications of artificial intelligence and machine learning in maritime and marine environment management. Advanced analytics enables decision-makers to analyze fuel consumption patterns better, increase operational efficiency, and decrease environmental impact, thus improving maritime sustainability.

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Analysis and evaluation of database for the selection of propulsion systems for tankers

Cited by 16 publications

References 16 publications

The electric propulsion system as a green solution for management strategy ofCO₂emission in ocean shipping: A comprehensive review

The electric propulsion system as a green solution for management strategy ofCO₂emission in ocean shipping: A comprehensive review

Determination of Chemical Tanker Selection Criteria for Shipping Companies

An insight into the Application of AI in maritime and Logistics toward Sustainable Transportation

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Analysis and evaluation of database for the selection of propulsion systems for tankers

Cited by 16 publications

References 16 publications

The electric propulsion system as a green solution for management strategy ofCO2emission in ocean shipping: A comprehensive review

The electric propulsion system as a green solution for management strategy ofCO2emission in ocean shipping: A comprehensive review

Determination of Chemical Tanker Selection Criteria for Shipping Companies

An insight into the Application of AI in maritime and Logistics toward Sustainable Transportation

Contact Info

Product

Resources

About

The electric propulsion system as a green solution for management strategy ofCO₂emission in ocean shipping: A comprehensive review

The electric propulsion system as a green solution for management strategy ofCO₂emission in ocean shipping: A comprehensive review