论文标题

基于云的电网紧急发电的无服务器计算

Serverless computing for cloud-based power grid emergency generation dispatch

论文作者

Zhang, Song, Luo, Xiaochuan, Litvinov, Eugene

论文摘要

在SCADA/EMS失败或在Covid-19-19的艰难时期,在Glid Operators来说,操作现代电网网格是一项艰巨的任务。在[11]中,已经提出了一种基于PMU的紧急发电计划,以帮助系统运营商保持平衡;但是,它的实现高度依赖于控制中心基础架构来计算和通信。这项工作,而不是使用本地服务器和调度通信系统,而是提出并实现了以云为中心的无服务器体系结构,以确保操作连续性不管本地基础架构的可用性和可访问性如何。通过其在新英格兰ISO的原型实施和评估,该解决方案证明了两个主要优势。首先,云基础架构是独立且容易耐受的,即使EMS失去相应的功能,或者当操作员需要远离控制中心时,也可以提供网格监视和控制能力。其次,总体设计是针对SCADA/EMS故障事件的无服务器云服务进行事件驱动的。多亏了“无服务器”,可以从用户端避免服务器的配置和维护负担。将公共云服务用于此解决方案的成本极低,因为它是根据事件驱动的功能-AS-A-Service(FAAS)模型构建和实施的。这项工作还开发了一种全面的网络安全机制,可以符合电网的关键基础架构要求,该机制可以作为其他网格操作员确保其云服务的典范框架。

Operating a modern power grid reliably in case of SCADA/EMS failure or amid difficult times like COVID-19 pandemic is a challenging task for grid operators. In [11], a PMU-based emergency generation dispatch scheme has been proposed to help the system operators with the supply and demand balancing; however, its realization highly relies on the control center infrastructure for computing and communication. This work, rather than using the on-premises server and dispatch communication system, proposes and implements a cloud-centric serverless architecture to ensure the operation continuity regardless of local infrastructure's availability and accessibility. Through its prototype implementation and evaluation at ISO New England, the solution has demonstrated two major advantages. Firstly, the cloud infrastructure is independent and fault-tolerant, providing grid monitoring and control capability even when EMS loses the corresponding functionality or when operators need to work remotely away from the control center. Secondly, the overall design is event-driven using serverless cloud services in response to the SCADA/EMS failure event. Thanks to "serverless", the burden of the server provisioning and maintenance can be avoided from the user side. The cost of using public cloud services for this solution is extremely low since it is architected and implemented based on the event-driven Function-as-a-Service (FaaS) model. This work also develops a comprehensive cyber security mechanism to comply with critical infrastructure requirements for the power grid, which can serve as an exemplary framework for other grid operators to secure their cloud services.

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