网络攻击下船舶综合能源系统弹性能源管理策略研究

Research on resilient energy management strategy for ship-integrated energy system

  • 摘要: 目的为抵御船舶航行期间能源系统遭受的信息攻击威胁,提出一种针对船舶综合能源系统的分布式弹性能源管理策略。
    方法 首先,协同考虑经济效益和环境效益,基于航行特征构建船舶综合能源系统能源管理模型,利用交替乘子算法提出完全分布式的能源管理策略。其次,考虑到船舶能源系统通信网络受攻击后呈现的连通/非连通状态,就所提策略的最优性及收敛性进行分析。再次,针对船舶能源设备节点将会遭受的非共谋攻击/共谋攻击,提出异常能源设备检测及隔离策略。最后,以新加坡至槟城航线为例,基于64节点游轮能源系统进行仿真验证。
    结果 仿真结果显示,在船域通信网络攻击和能源设备节点攻击的影响下,所提出的分布式弹性能源管理策略导致电能和热能的边际成本增量低于2.70%和0.50%。
    结论 所提方法显著提升了船舶综合能源系统运行的可靠性,可有效提升船舶远航程作业的安全性。

     

    Abstract:
    Objective To resist the threats of cyber attacks on energy systems during sailing voyages, this paper proposes a distributed resilient energy management strategy for ship-integrated energy systems.
    Method First, an energy management model considering both economic and environmental benefits is constructed based on sailing conditions, and a fully distributed energy management method based on alternating direction method of multipliers (ADMM) is designed. Next, considering that the communication topology may be transformed as connected/disconnected states under attacks, theoretical analyses of the performance and convergence of the designed distributed method are given. Additionally, the detection and isolation methods of abnormal nodes are designed to resist non-colluding and colluding attacks on energy participant nodes. Finally, the ship-integrated energy system of a 64-node cruise ship sailing from Singapore to Penang is utilized to verify the effectiveness of the proposed strategy.
    Results The simulation results indicate that under the influence of attacks on communication networks and energy equipment nodes, the proposed distributed resilient energy management strategy leads to an incremental cost increase of up to 2.70% for electrical energy and 0.50% for thermal energy.
    Conclusion The designed method significantly enhances the reliability of ship-integrated energy systems and the security of sailing voyages.

     

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