首页|期刊导航|中国海洋大学学报(自然科学版)|复杂约束下可重构海洋浮体的分布式预测控制策略

复杂约束下可重构海洋浮体的分布式预测控制策略OA

Distributed Model Predictive Control Strategy for Reconfigurable Marine Floating Body with Complex Constraints

中文摘要英文摘要

针对可重构海洋浮体编队控制中存在的避碰、通信受限及障碍物规避等复杂约束问题,本文提出一种鲁棒分布式模型预测控制(Robust-distributed model predictive control,Robust-DMPC)策略.该策略通过将避碰、通信距离、避障约束及状态输入限制整合为邻近网络优化问题,构建了多浮体协同控制框架.结合交替方向乘子法(Alternating direction method of multipliers,ADMM)与局部控制器一致性原则,本研究设计了基于虚拟领航者的分布式预测控制器,并引入相容性约束与鲁棒补偿机制,理论分析证明了该算法的递归可行性和闭环系统渐近稳定性.仿真结果表明,所提方法能够在复杂约束下有效实现编队轨迹跟踪与队形保持,且相较于传统DMPC算法计算量有显著降低.本研究为动态海洋环境中多浮体协同控制提供了一种兼具鲁棒性与计算效率的解决方案.

To address the complex constraints in formation control of reconfigurable marine floating bodies,including collision avoidance,communication limitations,and obstacle evasion,this paper pro-poses a robust distributed model predictive control(DMPC)strategy.By integrating collision avoid-ance,communication range constraints,obstacle posed restrictions,and state/input limitations into a neighboring network optimization framework,a cooperative control scheme for multiple floating body systems is established.Combining the alternating direction method of multipliers(ADMM)with local controller consensus protocols,a distributed predictive controller based on a virtual leader is designed.Compatibility constraints and a robust compensation mechanism are introduced,and subsequent theoret-ical analysis demonstrates the recursive feasibility of the algorithm and the asymptotic stability of the closed-loop system.Simulation results indicate that the proposed method achieves effective trajectory tracking and formation maintenance under complex constraints,while significantly reducing computa-tional complexity compared to traditional DMPC approaches.This study provides a robust and computa-tionally efficient solution for multi-floating-body cooperative control in dynamic marine environments.

付东飞;陈功洵;王继龙;高旭辉

中国海洋大学工程学院,山东 青岛 266404中国海洋大学工程学院,山东 青岛 266404中国海洋大学工程学院,山东 青岛 266404中国海洋大学工程学院,山东 青岛 266404

信息技术与安全科学

协同编队控制分布式优化模型预测控制可重构海洋浮体交替方向乘子法

cooperative formation controldistributed optimizationmodel predictive controlrecon-figurable marine floating bodyalternating direction method of multipliers

《中国海洋大学学报(自然科学版)》 2026 (6)

114-125,12

山东省自然科学基金项目(ZR2022MF280)资助Supported by the Natural Science Foundation of Shandong Province(ZR2022MF280)

10.16441/j.cnki.hdxb.20250134

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