信息与控制约束下鲁棒自组织能源系统的架构设计 / Architectures for Robust Self-Organizing Energy Systems under Information and Control Constraints
1️⃣ 一句话总结
本文探讨了在能源系统中,如何设计观察者和控制器的架构,使得分布式智能体既能自主协作,又能在遭受网络攻击等干扰时进行有效干预,同时兼顾隐私、法规和数据交换等现实限制。
Applying the concept of controlled self-organization in agent-based Cyber-Physical Energy Systems (CPES) is a promising approach to ensure system robustness. By introducing an observer/controller architecture to the system, this concept allows for self-organization while still enabling intervention when disturbances occur. Thus, it is possible to respond to effects of cyber attacks, a major threat to current energy systems. However, when implementing an observer to monitor the system and a controller to execute actions for controlled self-organization in CPES, it is essential to take into account restrictions on information and actions resulting from the privacy of local distributed energy resources, regulatory constraints, and data exchange requirements. For this reason, this paper presents architecture variants for the observer and controller that take into account restrictions on access to information and limited actions. In addition, it evaluates possible controller actions in various architectures. The results underscore the importance of considering observer/controller architectures when designing agent-based systems to ensure their robustness for real-world applications.
信息与控制约束下鲁棒自组织能源系统的架构设计 / Architectures for Robust Self-Organizing Energy Systems under Information and Control Constraints
本文探讨了在能源系统中,如何设计观察者和控制器的架构,使得分布式智能体既能自主协作,又能在遭受网络攻击等干扰时进行有效干预,同时兼顾隐私、法规和数据交换等现实限制。
源自 arXiv: 2604.21529