Distributed Energy Management for Ship-Integrated Energy System: Secure and Green Sailing

IF 8.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Transportation Electrification Pub Date : 2025-02-03 DOI:10.1109/TTE.2025.3537897
Yuxin Zhang;Yang Xiao;Fei Teng;Tieshan Li
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Abstract

With increasing the awareness of environmentally friendly, the ship-integrated energy system (S-IES) combined with power and heating networks has become an upcoming trend in the shipbuilding industry. It decreases the consumption of fuel-based resources by integrating renewable energy resources to replace traditional fossil-based generators partly. Meanwhile, with many intelligent devices, the S-IES performs partitioned and autonomous features because of the unique operational structure. Therefore, the normal operation of S-IES is highly vulnerable, which will be bothered by the infeasibility-driven attack for shipboard devices and influenced by the uncertainties of renewable energy resources. To this end, the energy management problem (EMP) under cyber attacks for S-IES is focused on ensuring secure and green sailing in this article. To balance the number of nods and decrease the communication resources among energy devices, a partitioning algorithm is designed to construct the energy router (ER)-based energy hub (EH) for S-IES. Meanwhile, considering the tradeoff relationship between the economy and carbon emission, a multiobjective energy management model with feasible sailing constraints is designed. Then, to ensure the information exchange among EHs using ERs, a distributed resilient energy management strategy with a detection mechanism is proposed to acquire the optimal solutions under cyber attack. Finally, the theoretical analysis verifies the effectiveness of the designed distributed resilient strategy. Simulation results of different scenarios prove the great performance on ensuring secure and green sailing for ships by the constructed energy management model and its distributed resilient strategy.
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船舶集成能源系统的分布式能源管理:安全与绿色航行
随着环保意识的增强,与电力和供热网络相结合的船舶综合能源系统(S-IES)已成为造船业的未来趋势。它通过整合可再生能源来部分取代传统的化石燃料发电机,从而减少燃料资源的消耗。同时,S-IES具有许多智能设备,由于其独特的操作结构,具有分区和自治的特点。因此,S-IES的正常运行是高度脆弱的,会受到舰载设备不可操作性驱动攻击的困扰,也会受到可再生能源不确定性的影响。为此,本文将重点研究S-IES在网络攻击下的能源管理问题(EMP),以确保安全、绿色航行。为了平衡节点数量,减少能源设备间的通信资源,设计了一种基于能量路由器(ER)的S-IES能源集线器(EH)划分算法。同时,考虑经济与碳排放的权衡关系,设计了具有可行航行约束的多目标能源管理模型。在此基础上,提出了一种基于检测机制的分布式弹性能量管理策略,以确保在网络攻击下的最优解决方案。最后,通过理论分析验证了所设计的分布式弹性策略的有效性。不同场景的仿真结果表明,所构建的能量管理模型及其分布式弹性策略在保证船舶安全、绿色航行方面具有良好的性能。
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来源期刊
IEEE Transactions on Transportation Electrification
IEEE Transactions on Transportation Electrification Engineering-Electrical and Electronic Engineering
CiteScore
12.20
自引率
15.70%
发文量
449
期刊介绍: IEEE Transactions on Transportation Electrification is focused on components, sub-systems, systems, standards, and grid interface technologies related to power and energy conversion, propulsion, and actuation for all types of electrified vehicles including on-road, off-road, off-highway, and rail vehicles, airplanes, and ships.
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