网络攻击下船舶综合能源系统弹性能源管理策略研究

Study on resilient energy management strategy for ship-integrated energy systems under cyberattacks

  • 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 address the threats of cyberattacks on energy systems during ship operations, this paper proposes a distributed resilient energy management strategy for ship-integrated energy systems.
    Method First, anenergy management model that simultaneously considered both economic and environmental benefits wasconstructed based on sailing conditions, and a fully distributed energy management strategy was developed using thealternating direction method of multipliers (ADMM). Next, considering that the communication network may switch between connected and disconnected states under attacks, the optimality and convergence of the proposed strategy were analyzed theoretically. Furthermore, detection and isolation strategies for abnormal energy device nodes were designed to address both non-colluding and colluding attacks. Finally, the ship-integrated energy system of a 64-node cruise ship operating on the Singapore-Penang route was used as a case study to verify the effectiveness of the proposed strategy.
    Results Simulation results indicated that, under the influence of attacks on shipboard communication networks and energy device nodes, the proposed distributed resilient energy management strategy led to marginal cost increases of less than 2.70% for electrical energy and 0.50% for thermal energy.
    Conclusion The proposed method significantly enhances the reliability of ship-integrated energy systems and the safety of long-distance ship operations.

     

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