V.T. Mai , Ardashir Mohammadzadeh , Khalid A. Alattas , Hamid Taghavifar , Ebrahim Ghaderpour
{"title":"Cybersecurity in maritime power systems: A comprehensive review of cyber threats and mitigation techniques","authors":"V.T. Mai , Ardashir Mohammadzadeh , Khalid A. Alattas , Hamid Taghavifar , Ebrahim Ghaderpour","doi":"10.1016/j.epsr.2025.111797","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":50547,"journal":{"name":"Electric Power Systems Research","volume":"247 ","pages":"Article 111797"},"PeriodicalIF":3.3000,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Electric Power Systems Research","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378779625003888","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
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.