水面舰船智能化发展趋势及关键技术

Core development trends and key technologies for the intelligentization of surface warships

  • 摘要: 随着人工智能、大数据、物联网等新一代智能技术在军事领域深度渗透,现代海战正由信息化战争向智能化战争加速转型,水面舰船智能化已成为世界海军强国装备发展的核心方向。围绕水面舰船全生命周期智能化升级需求,系统梳理其核心发展趋势,深入剖析关键技术应用现状与演进路径。研究表明,水面舰船智能化呈现四大核心趋势:设计制造从“人工经验驱动”向“数据与知识协同驱动”转变,依托生成式设计、物理信息神经网络与数字孪生实现全流程智能迭代;运维管理由“人工巡检”和“计划维修”向少人化、自主化转型,通过船岸一体化智能体系实现状态感知、故障诊断与预测性维护;感知决策打破传统串行壁垒,向多源融合、自主认知、实时决策的一体化闭环演进,支撑舰船自主航行与战场快速响应;海上作战从平台对抗向分布式、网络化体系作战升级,构建有人/无人协同、边缘自治、高韧性的全域作战体系。重点阐述设计制造智能化、运维管理少人化、感知决策一体化、海上作战体系化四大方向的关键技术,涵盖参数化设计、性能仿真预报、数字化焊接、智能故障诊断、视情维护、多源数据融合、智能决策规划、集群协同与体系安全等核心内容。研究可为我国水面舰船从单点局部智能向全域体系智能跨越提供理论支撑与技术参考,推动水面舰船智能化水平整体跃升,支撑未来海上智能化作战能力建设。

     

    Abstract: With the rapid advancement of artificial intelligence, big data, the Internet of Things, and other emerging intelligent technologies, and their deep integration into the military domain, modern naval warfare is undergoing an accelerated transformation from information-centric warfare to intelligent warfare. The intelligentization of surface warships has become a core development direction for naval equipment modernization and major naval powers worldwide. Focusing on the demand for full-life-cycle intelligent upgrading of surface warships, this paper systematically identifies their core development trends and provides an in-depth analysis of the application status and evolutionary pathways of key technologies. The research indicates that the intelligentization of surface warships is characterized by four major development trends: First, design and manufacturing are shifting from experience-driven paradigms to data- and knowledge-driven collaborative approaches, enabling full-process intelligent iteration through generative design, physics-informed neural networks, and digital twin technologies. Second, operation and maintenance is transitioning from manual inspection and scheduled maintenance to minimally manned and autonomous modes, achieving condition awareness, fault diagnosis, and predictive maintenance through ship-shore integrated intelligent systems. Third, perception and decision-making are evolving from traditional sequential architectures into integrated closed loop systems featuring multi-source fusion, autonomous cognition, and real-time decision-making, thereby supporting autonomous navigation and rapid battlefield response of surface warships. Fourth, maritime warfare is advancing from platform-centric confrontation to distributed and networked system-of-systems operations, forming a globally integrated combat architecture characterized by manned-unmanned collaboration, edge autonomy, and high resilience. This paper focuses on key technologies across four major domains: intelligent design and manufacturing, minimally manned operation and maintenance, integrated perception and decision-making, and system-of-systems maritime warfare. The coverage includes parametric design, performance simulation and prediction, digital welding, intelligent fault diagnosis, condition-based maintenance, multi-source data fusion, intelligent decision-making and planning, cluster coordination, and system security. This study provides theoretical support and technical references for the evolution of surface warships in China from localized intelligence toward global system-level intelligence, promotes the overall improvement of the intelligent level of surface warships, and supports the development of future maritime intelligent warfare capabilities.

     

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