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◆ Journal of Marine Science and Technology2026-04-11· Model predictive control

Model predictive formation control of multi-vessel systems considering ship-to-ship interaction

Xin Xiong, Rudy R. Negenborn, Yusong Pang

原始摘要(英文原文)· Original abstract
Abstract The formation control of autonomous surface vessels presents significant challenges when operating in close proximity, where ship-to-ship interaction becomes non-negligible. While conventional formation control methods often neglect these interactions or simplify them excessively, this paper develops a centralized model predictive control (MPC) framework that explicitly incorporates a three-degrees-of-freedom interaction model. This interaction model is constructed empirically based on existing computational fluid dynamics results, offering an efficient and practical way to approximate proximity-induced forces in real-time. The proposed control strategy enables accurate trajectory tracking and effective disturbance adaptation in typical formation geometries, including platooning, parallel, and triangular formations. Simulation results demonstrate that the MPC controller can outperform traditional PID controllers in both tracking precision and interaction robustness across the configurations. Formation-specific performance differences are also analyzed in detail.
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Model predictive formation control of multi-vessel systems considering ship-to-ship interaction — 科研速览 Science Skim