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首页> 外文期刊>IEEE Signal Processing Magazine >Intelligent Signal Processing and Coordination for the Adaptive Smart Grid: An Overview of Data-Driven Grid Management
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Intelligent Signal Processing and Coordination for the Adaptive Smart Grid: An Overview of Data-Driven Grid Management

机译:自适应智能电网的智能信号处理和协调:数据驱动电网管理概述

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摘要

In today's era of the Internet of Things (IoT), the amalgamation of information and communication technologies with actuating devices has reached all corners of the modern world. In the context of critical infrastructures, such as the power grid, this cyberphysical transformation has permeated all system levels as evident in devices ranging from crucial operational components (e.g., generators) and advanced sensors [e.g., phasor measurement units (PMUs) and programmable controllers], to consumer-centric devices [smart meters, electric vehicles (EVs), and smart appliances]. These extended cyberphysical functionalities have opened up signal processing opportunities that can be harnessed to empower actuating devices to adaptively and synergistically acquire data, conduct analytics, and respond to system and environmental changes for better power-grid operations. In this article, we demonstrate how a hierarchical signal processing and actuation framework can enable the tractable all-encompassing coordination of thousands of actuating power entities to maintain efficient operations while accounting for physical infrastructure limits.
机译:在当今的物联网(IoT)时代,信息和通信技术与驱动装置的融合已经达到了现代世界的各个角落。在关键基础设施(例如电网)的背景下,这种网络物理变革已渗透到所有系统级别,从关键运行组件(例如发电机)和高级传感器(例如相量测量单元(PMU)和可编程控制器)的设备中可以明显看出],以消费者为中心的设备[智能电表,电动汽车(EV)和智能电器]。这些扩展的网络物理功能开辟了信号处理的机会,可以利用这些机会来使致动设备自适应地和协同地获取数据,进行分析并响应系统和环境变化,以实现更好的电网运行。在本文中,我们演示了分层的信号处理和驱动框架如何使数千个驱动电源实体之间的易处理的,全方位的协调能够在考虑物理基础架构限制的同时保持有效的运行。

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