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, energy and weather optimal voyage planning including wind assisted propulsion, enhanced situational awareness for safe navigation, and predictive management of green energy storage systems. The PhD
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– and building on recent advances in foundation models, neural model predictive control, and robotic world models – this PhD project will investigate principles and mechanisms for a shared autonomy
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-created through shared data, predictive insights, and integrated operational planning. These developments influence not only organizational structures but also the core activities, resources, and channels
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predictive maintenance, cost-avoidance from improved reliability, dynamic pricing enabled by real-time data, and new revenue mechanisms such as performance-based contracts and servitization. The project is