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电池管理系统:威胁建模、脆弱性分析和网络安全策略
Battery Management System: Threat Modeling, Vulnerability Analysis, and Cybersecurity Strategy
| 作者 | Shravan Murlidharan · Varsha Ravulakole · Jyothi Karnati · Hafiz Malik |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 电池管理系统BMS 可靠性分析 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 电池管理系统 网络安全 网络攻击 安全措施 风险缓解 |
语言:
中文摘要
电池管理系统BMS在现代储能技术中发挥关键作用,确保电池安全、性能和寿命。然而随着BMS日益复杂和互联,面临不断增长的网络安全挑战可能导致灾难性故障和安全隐患。本文全面概述针对传统和无线BMS的网络攻击。探索各种攻击载体,包括恶意软件注入、电磁干扰EMI、温度传感操纵、传感器故障和故障注入、现代BMS干扰攻击。通过威胁建模和脆弱性分析,本文检查对BMS功能、安全和性能的潜在影响。突出不同BMS架构和组件相关的脆弱性,强调保护免受新兴威胁所需的强大网络安全措施。关键网络安全策略包括入侵检测系统IDS、基于加密的身份验证、安全固件更新和基于硬件的安全机制如可信平台模块TPM。这些措施通过防止未授权访问和确保数据完整性增强BMS弹性。研究发现对缓解电动汽车、可再生能源和电网储能等各领域风险至关重要。提出确保输入传感器与BMS间连接的信任机制,确保各行业电池供电系统的可靠性和安全性。
English Abstract
The Battery Management System (BMS) plays a crucial role in modern energy storage technologies, ensuring battery safety, performance, and longevity. However, as the BMS becomes more sophisticated and interconnected, it faces increasing cybersecurity challenges that can lead to catastrophic failures and safety hazards. This paper provides a comprehensive overview of cyberattacks targeting both traditional and wireless BMS. It explores various attack vectors, including malware injection, electromagnetic interference (EMI), temperature sensing manipulation, sensor malfunctioning and fault injection, and jamming attacks on modern BMS. Through threat modeling and vulnerability analysis, this paper examines the potential impacts on BMS functionality, safety, and performance. We highlight vulnerabilities associated with different BMS architectures and components, emphasizing the need for robust cybersecurity measures to protect against emerging threats. Cybersecurity measures are essential to protect the system from potential threats that could trigger false alarms, cause malfunctions, or lead to dangerous failures. Unauthorized access or tampering with the BMS can disrupt its fault response mechanisms, jeopardizing system performance and associated resources. Key cybersecurity strategies include intrusion detection systems (IDS), crypto-based authentication, secure firmware updates, and hardware-based security mechanisms such as trusted platform modules (TPMs). These measures strengthen BMS resilience by preventing unauthorized access and ensuring data integrity. Our findings are essential for mitigating risks in various sectors, including electric vehicles (EVs), renewable energy, and grid storage. They underscore the importance of ongoing research and development of adaptive security strategies to safeguard BMS against evolving cyber threats. Additionally, we propose a trust mechanism that secures the connection between input sensors and the BMS, ensuring the reliability and safety of battery-powered systems across various industries.
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SunView 深度解读
该BMS网络安全研究对阳光电源储能和电动汽车BMS产品线有重要参考价值。阳光储能BMS和车载OBC面临日益严峻的网络安全威胁。威胁建模和脆弱性分析方法可应用于阳光BMS安全评估和防护设计。入侵检测IDS和加密身份验证技术可集成到阳光BMS中,提升系统安全等级。可信平台模块TPM等硬件安全机制对阳光开发高安全等级BMS有指导意义。该研究提出的传感器信任机制,可增强阳光BMS数据可靠性。网络安全策略结合阳光iSolarCloud平台云端安全防护,可构建多层防御体系,保障储能系统安全运行。