在离散事件系统中故障诊断和不透明度分析的最新进展
Agostino Marcello Mangini1, Ruotian Liu1, Wei Duan1
1Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, 70126 Bari, Italy.
Sensors (Basel, Switzerland)
|February 27, 2026
概括
本调查详细介绍了离散事件系统 (DES) 的故障诊断和不透明度分析方面的最新进展,涵盖了通信损失和网络攻击等挑战. 它审查了现代DES研究中的诊断性和不透明性验证和执行.
科学领域:
- 控制理论 控制理论
- 计算机科学 计算机科学
- 系统工程 系统工程
背景情况:
- 故障诊断和不透明性分析对于确保离散事件系统 (DES) 的可靠性和安全性至关重要.
- 之前的工作建立了事件诊断和不透明性的基本概念.
- 现代DES应用程序面临着日益复杂和新的挑战.
研究的目的:
- 在过去十年中,为DESs提供了对故障诊断和不透明度分析近期进展的全面调查.
- 解决当代挑战,包括通信损失,延迟,分布式架构和网络攻击场景.
- 突出新兴主题和现场的开放问题.
主要方法:
- 在各种DES模型 (自动机,培养网) 中对诊断能力验证和执法进行结构化概述.
- 对不透明度验证和执法的当代结果的审查.
- 分析复杂性发现,减少技术,以及强大/抗攻击的配方.
主要成果:
- 在现代具有挑战性的条件下对DES的诊断性和不透明性的详细检查.
- 确定验证和执法技术的关键进展.
- 综合当前的研究格局及其演变.
结论:
- 在DES诊断和不透明领域,在应对复杂,现实世界的挑战方面取得了重大进展.
- 对于故障检测和安全的强大和弹性解决方案的研究持续需要.
- 新兴主题和开放问题为未来的研发提供了途径.
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