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The increasing complexity of the power grid, due to higher penetration of distributed resources and the growing availability of interconnected, distributed metering devices re- quires novel tools for providing a unified and consistent view…

机器学习 · 统计学 2017-05-25 Francesco Fusco , Seshu Tirupathi , Robert Gormally

Power system state estimation plays a fundamental and critical role in the energy management system (EMS). To achieve a high performance and accurate system states estimation, a graph computing based distributed state estimation approach is…

分布式、并行与集群计算 · 计算机科学 2020-02-25 Yi Lu , Chen Yuan , Xiang Zhang , Hua Huang , Guangyi Liu , Renchang Dai , Zhiwei Wang

Stability analysis of a power network and its characterization (voltage or angle) is an important problem in the power system community. However, these problems are mostly studied using linearized models and participation factor analysis.…

系统与控制 · 电气工程与系统科学 2021-10-15 Subhrajit Sinha , Pranav Sharma , Venkataramana Ajjarapu , Umesh Vaidya

The transmission grid is often comprised of several control areas that are connected by multiple tie lines in a mesh structure for reliability. It is also well-known that line failures can propagate non-locally and redundancy can exacerbate…

系统与控制 · 电气工程与系统科学 2020-04-23 Chen Liang , Linqi Guo , Alessandro Zocca , Shuyue Yu , Steven H. Low , Adam Wierman

Design of an effective and reliable communication network supporting smart grid applications requires a selection of appropriate communication technologies and protocols. The objective of this paper is to study and quantify the capabilities…

网络与互联网体系结构 · 计算机科学 2019-02-01 Desong Bian , Murat Kuzlu , Manisa Pipattanasomporn , Saifur Rahman , Di Shi

A fast and accurate grid impedance measurement of three-phase power systems is crucial for online assessment of power system stability and adaptive control of grid-connected converters. Existing grid impedance measurement approaches…

系统与控制 · 电气工程与系统科学 2023-11-30 Verena Häberle , Linbin Huang , Xiuqiang He , Eduardo Prieto-Araujo , Roy S. Smith , Florian Dörfler

The electrical grid is evolving from a network consisting of mostly synchronous machines to a mixture of synchronous machines and inverter-based resources such as wind, solar, and energy storage. This transformation has led to a decrease in…

系统与控制 · 电气工程与系统科学 2020-07-29 Atinuke Ademola-Idowu , Baosen Zhang

As power systems evolve with the increasing integration of renewable energy sources and smart grid technologies, there is a growing demand for flexible and scalable modeling approaches capable of capturing the complex dynamics of modern…

系统与控制 · 电气工程与系统科学 2025-04-08 Amir Bahador Javadi , Philip Pong

The critical infrastructures of the nation including the power grid and the communication network are highly interdependent. Recognizing the need for a deeper understanding of the interdependency in a multi-layered network, significant…

网络与互联网体系结构 · 计算机科学 2014-01-09 Arunabha Sen , Anisha Mazumder , Joydeep Banerjee , Arun Das , Randy Compton

Critical Infrastructures like power and communication networks are highly interdependent on each other for their full functionality. Many significant research have been pursued to model the interdependency and failure analysis of these…

网络与互联网体系结构 · 计算机科学 2017-02-06 Joydeep Banerjee , Chenyang Zhou , Arunabha Sen

In smart power grids, keeping the synchronicity of generators and the corresponding controls is of great importance. To do so, a simple model is employed in terms of swing equation to represent the interactions among dynamics of generators…

神经与进化计算 · 计算机科学 2015-04-29 Hojjat Salehinejad , Farhad Pouladi , Siamak Talebi

Increased coupling between critical infrastructure networks, such as power and communication systems, will have important implications for the reliability and security of these systems. To understand the effects of power-communication…

物理与社会 · 物理学 2015-06-24 Mert Korkali , Jason G. Veneman , Brian F. Tivnan , Paul D. H. Hines

Robust control and maintenance of the grid relies on accurate data. Both PMUs and state estimators are prone to false data injection attacks. Thus, it is crucial to have a mechanism for fast and accurate detection of an agent maliciously…

机器学习 · 计算机科学 2014-03-10 Hanie Sedghi , Edmond Jonckheere

Low-power and cost-effective IoT sensing nodes enable scalable monitoring of different environments. Some of these environments impose rough and extreme operating conditions, requiring continuous adaptation and reconfiguration of physical…

网络与互联网体系结构 · 计算机科学 2025-02-24 Waltenegus Dargie , Christian Poellabauer , Abiy Tasissa

It is of growing concern to ensure resilience in power distribution systems to extreme weather events. However, there are no clear methodologies or metrics available for resilience assessment that allows system planners to assess the impact…

系统与控制 · 电气工程与系统科学 2022-11-16 Abodh Poudyal , Anamika Dubey , Shiva Poudel

With the development of PMUs in power systems, the response-based real-time emergency control becomes a promising way to prevent power outages when power systems are subjected to large disturbances. The first step in the emergency control…

系统与控制 · 电气工程与系统科学 2026-03-31 Songhao Yang , Zhiguo Hao , Baohui Zhang , Masahide Hojo

Time series imputation models have traditionally been developed using complete datasets with artificial masking patterns to simulate missing values. However, in real-world infrastructure monitoring, practitioners often encounter datasets…

机器学习 · 计算机科学 2025-06-26 Ryan Hildebrant , Rahul Bhope , Sharad Mehrotra , Christopher Tull , Nalini Venkatasubramanian

With the transition towards a smart grid, Information and Communications Technology (ICT) infrastructures play a growing role in the operation of transmission systems. Cyber-physical systems are usually studied using co-simulation. The…

系统与控制 · 电气工程与系统科学 2023-12-04 Frédéric Sabot , Pierre-Etienne Labeau , Jean-Michel Dricot , Pierre Henneaux

This paper introduces a stochastic hybrid system (SHS) framework in state space model to capture sensor, communication, and system contingencies in modern power systems (MPS). Within this new framework, the paper concentrates on the…

系统与控制 · 电气工程与系统科学 2024-01-31 Shuo Yuan , Le Yi Wang , George Yin , Masoud H. Nazari

This article reviews different kinds of models for the electric power grid that can be used to understand the modern power system, the smart grid. From the physical network to abstract energy markets, we identify in the literature different…