AI MODEL FOR THE PREDICTION OF SHIP MOTIONS AND FUEL CONSUMPTION OF A KAMSARMAX BULK CARRIER

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AI MODEL FOR THE PREDICTION OF SHIP MOTIONS AND FUEL CONSUMPTION OF A KAMSARMAX BULK CARRIER Mingyang Zhang a, Pentti Kujala b, Spyros Hirdaris c, Nikolaos Tsoulakos d a Department of Mechanical Engineering, Marine Technology Group, Aalto University, Espoo, Finlandb School of Engineering, Aalto University, Espoo, FinlandTallinn University of Technology, Estonian Maritime Academy, Tallinn, Estonia c American Bureau of Shipping, Global Ship […]

COMPARISON & EVALUATION OF LEARNING CAPABILITIES OF DEEP LEARNING METHODS FOR PREDICTING SHIP MOTIONS

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COMPARISON & EVALUATION OF LEARNING CAPABILITIES OF DEEP LEARNING METHODS FOR PREDICTING SHIP MOTIONS Mingyang Zhang a, Cong Liu a, Pentti Kujala b, Spyros Hirdaris c a Department of Mechanical Engineering, Marine Technology Group, Aalto University, Espoo, Finlandb School of Engineering, Aalto University, Espoo, FinlandTallinn University of Technology, Estonian Maritime Academy, Tallinn, Estonia c American Bureau of Shipping, Global Ship Systems Centre, […]

AI-BASED SURROGATE MODELS FOR THE PREDICTION OF SHIP FUEL CONSUMPTION

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AI-BASED SURROGATE MODELS FOR THE PREDICTION OF SHIP FUEL CONSUMPTION Mingyang Zhang a, Pentti Kujala b, Spyros Hirdaris c, Nikolaos Tsoulakos d a Department of Mechanical Engineering, Marine Technology Group, Aalto University, Espoo, Finlandb School of Engineering, Aalto University, Espoo, FinlandTallinn University of Technology, Estonian Maritime Academy, Tallinn, Estonia c American Bureau of Shipping, Global Ship Systems Centre, Athens, Greeced Laskaridis […]