Cybersecurity in maritime power systems: A comprehensive review of cyber threats and mitigation techniques

IF 3.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
V.T. Mai , Ardashir Mohammadzadeh , Khalid A. Alattas , Hamid Taghavifar , Ebrahim Ghaderpour
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引用次数: 0

Abstract

Integration of communication networks and Shipboard Microgrids (SHMGs) brings significant benefits in the advanced control, monitoring, and remote diagnostics, particularly facilitating the data exchange between various generation components, such as sustainable energy resources, energy storage systems, and connected loads. However, the utilization of communication technologies brings serious cyber-security challenges that highly threaten maritime power systems from a security and stability perspective. This paper aims to present a comprehensive review of cybersecurity issues in marine power systems. Vulnerable points of the system to cyber-attacks, such as phasor measurement units and area control error channels are elaborated. Prevalent attacks in the load frequency control, such as denial of service and false data injection, covert attacks, and reply attacks are discussed. Recent detection/mitigation mechanisms in the cybersecurity field to tackle various cyber-attacks have been introduced. In the detection part, various observers, such as the Kalman filter, Luenberger observer, and machine learning algorithms are studied. In the mitigation mechanism, various methodologies, such as active disturbance rejection control and model predictive control are presented. This survey reviews the recent cyber-security developments and challenges in SHMG, and it is helpful for contemporary researchers in the field of cybersecurity in maritime power systems.
海上电力系统中的网络安全:对网络威胁和缓解技术的全面审查
通信网络和船载微电网(shmg)的集成在先进的控制、监测和远程诊断方面带来了显著的好处,特别是促进了各种发电组件之间的数据交换,例如可持续能源、储能系统和连接负载。然而,通信技术的应用带来了严重的网络安全挑战,从安全稳定的角度对海上电力系统构成了严重威胁。本文旨在全面回顾船舶动力系统中的网络安全问题。阐述了相量测量单元和区域控制误差通道等系统易受网络攻击的弱点。讨论了负载频率控制中常见的拒绝服务攻击、虚假数据注入攻击、隐蔽攻击和应答攻击等。介绍了网络安全领域针对各种网络攻击的最新检测/缓解机制。在检测部分,研究了各种观测器,如卡尔曼滤波器、Luenberger观测器和机器学习算法。在缓解机制中,提出了各种方法,如自抗扰控制和模型预测控制。本文回顾了近年来海上电力系统网络安全的发展和面临的挑战,对当代海上电力系统网络安全领域的研究人员有所帮助。
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来源期刊
Electric Power Systems Research
Electric Power Systems Research 工程技术-工程:电子与电气
CiteScore
7.50
自引率
17.90%
发文量
963
审稿时长
3.8 months
期刊介绍: Electric Power Systems Research is an international medium for the publication of original papers concerned with the generation, transmission, distribution and utilization of electrical energy. The journal aims at presenting important results of work in this field, whether in the form of applied research, development of new procedures or components, orginal application of existing knowledge or new designapproaches. The scope of Electric Power Systems Research is broad, encompassing all aspects of electric power systems. The following list of topics is not intended to be exhaustive, but rather to indicate topics that fall within the journal purview. • Generation techniques ranging from advances in conventional electromechanical methods, through nuclear power generation, to renewable energy generation. • Transmission, spanning the broad area from UHV (ac and dc) to network operation and protection, line routing and design. • Substation work: equipment design, protection and control systems. • Distribution techniques, equipment development, and smart grids. • The utilization area from energy efficiency to distributed load levelling techniques. • Systems studies including control techniques, planning, optimization methods, stability, security assessment and insulation coordination.
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