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电动汽车驱动 可靠性分析 ★ 5.0

增强智慧城市中智能电网的安全性:传统方法与新兴技术的综述

Enhancing smart grid security in smart cities: A review of traditional approaches and emerging technologies

作者 Lahcen Hassine · Nordine Quadar · Younes Ledmaoui · Hasna Chaibi · Rachid Saadane · Abdellah Chehri · Abdeslam Jakimi
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 398 卷
技术分类 电动汽车驱动
技术标签 可靠性分析
相关度评分 ★★★★★ 5.0 / 5.0
关键词 In-depth analysis of cyberattacks targeting smart grids illustrated with a case study.
语言:

中文摘要

摘要 智能电网代表了城市基础设施的重大演进,能够实现能源管理和服务的优化。然而,这些基础设施极易受到安全挑战的影响,可能导致其运行中断并损害系统的可靠性。这些安全挑战包括日益增长的网络威胁,以及与互联系统相关的特定漏洞,例如监控与数据采集系统(SCADA)、物联网(IoT)和能源管理系统,攻击形式涵盖勒索软件、网络钓鱼到拒绝服务(DoS)攻击等,使这些网络面临重大风险。因此,本研究采用基于科学文献系统性回顾的结构化方法,并对当前智慧城市电力系统安全防护方法进行深入分析。研究步骤包括筛选相关学术文献、考察近期研究趋势以及分析各类安全解决方案。本文探讨了传统安全方法,如防火墙、密码学、入侵检测系统(IDS),以及人工智能、区块链和边缘计算等新兴技术,以寻求更有效应对当前网络安全挑战的定制化解决方案。同时,还对这些方法的性能进行了定量与定性分析,并通过比较研究评估其对智能电网整体安全性的不同影响。研究结果突出了将传统方法与新兴技术相结合在提升电网安全性方面的巨大潜力。最后,本研究提出了具体的改进建议,旨在增强电网的韧性,并指导未来的研究方向,包括整合先进的安全技术与风险管理策略,推动构建更加安全可靠的能源基础设施。

English Abstract

Abstract Smart grids represent a significant evolution in urban infrastructures, offering optimized energy management and services. These infrastructures are particularly vulnerable to security challenges, disrupting their operation and compromising reliability. These challenges include increasing cyber threats and specific vulnerabilities related to interconnected systems such as SCADA technologies, the Internet of Things (IoT), and energy management systems , ranging from ransomware and phishing to denial-of-service (DoS) attacks, exposing these networks to significant risks. For this reason, this study follows a structured methodology based on a systematic review of the scientific literature and an in-depth analysis of current approaches to secure electric grid systems in smart cities. These steps consist of selecting relevant articles, examining recent trends in research, and analyzing security solutions. It explores traditional methods, including firewalls, cryptography, intrusion detection systems (IDS), and emerging technologies such as artificial intelligence , blockchain , and edge computing , to find more effective solutions tailored to today’s cybersecurity challenges. Also, quantitative and qualitative analyses of the performance of these approaches are accompanied by a comparative study of their impact on the overall security of smart grids. The results highlight the opportunities for combining traditional and emerging approaches to enhance the security of power grids. Finally, the study proposes concrete recommendations for improving their resilience and addressing future research, including integrating advanced security technologies and risk management while promoting secure energy infrastructure.
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SunView 深度解读

该智能电网安全研究对阳光电源多条产品线具有重要价值。针对SCADA、IoT等互联系统的网络安全威胁,可直接应用于iSolarCloud平台和ST储能系统的防护升级。文中提出的AI入侵检测、区块链加密及边缘计算方案,可增强PowerTitan储能系统和充电站网络的抗DoS攻击能力。建议将传统防火墙与新兴AI技术结合,构建分层防御体系,提升SG逆变器、储能PCS等设备在智慧城市场景下的系统韧性与可靠性,为能源基础设施安全管理提供技术支撑。