Cyber Defense Budget Assessment in Smart Grid Based on Reliability Evaluation Considering Practical Data of HV Substation

N. Fardad, S. Soleymani, F. Faghihi
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引用次数: 1

Abstract

Communication and control in the smart grid without any disturbance is the primary task of High Voltage (HV) substation. The nature of electrical network obliges constructing and operating the functions of substations in remote areas far from urban centers. This can cause increasing of concerns about their security. Thus, HV substation designers have focused on defensive algorithms for decreasing these concerns. This paper deals with four cyber defense approaches, including hardware, software, communication shielded cable, and optimized cable route. The defense budget has been estimated via Fuzzy Analytic Hierarchy Process (FAHP) as a function of hardware, software, and communication shielded cable and optimized cable route. Knowledge and experience of experts help to extract mathematical relations between these four approaches. These relations are the base of optimization of attack and defense budget. In the proposed algorithm, "loss of load expectation (LOLE)" as a reliability index is utilized to optimize cyber defense budget of each part of studying network (one supervisory control and data acquisition (SCADA) center and nine HV substations). By comparing the LOLE with a permitted design threshold value, optimal budget of each item is determined. The accuracy of proposed methods has been validated by implementing to a case study real network.
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基于高压变电站实际数据可靠性评估的智能电网网络防御预算评估
在智能电网中实现无干扰的通信和控制是高压变电站的首要任务。电网的性质决定了在远离城市中心的偏远地区建设和运行变电站的功能。这可能会引起人们对其安全性的日益关注。因此,高压变电站的设计人员专注于减少这些问题的防御算法。本文讨论了四种网络防御方法,包括硬件、软件、通信屏蔽电缆和优化电缆路由。国防预算通过模糊层次分析法(FAHP)作为硬件、软件、通信屏蔽电缆和优化电缆路由的函数进行估计。专家的知识和经验有助于提取这四种方法之间的数学关系。这些关系是攻防预算优化的基础。该算法以“负荷预期损失(LOLE)”为可靠性指标,对研究网络各部分(1个SCADA中心和9个高压变电站)的网络防御预算进行优化。通过将LOLE与允许的设计阈值进行比较,确定各项目的最优预算。通过实例分析,验证了所提方法的准确性。
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来源期刊
International Journal of Security and Its Applications
International Journal of Security and Its Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-
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期刊介绍: IJSIA aims to facilitate and support research related to security technology and its applications. Our Journal provides a chance for academic and industry professionals to discuss recent progress in the area of security technology and its applications. Journal Topics: -Access Control -Ad Hoc & Sensor Network Security -Applied Cryptography -Authentication and Non-repudiation -Cryptographic Protocols -Denial of Service -E-Commerce Security -Identity and Trust Management -Information Hiding -Insider Threats and Countermeasures -Intrusion Detection & Prevention -Network & Wireless Security -Peer-to-Peer Security -Privacy and Anonymity -Secure installation, generation and operation -Security Analysis Methodologies -Security assurance -Security in Software Outsourcing -Security products or systems -Security technology -Systems and Data Security
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