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In the past years, power grids have become a valuable target for cyber-attacks. Especially the attacks on the Ukrainian power grid has sparked numerous research into possible attack vectors, their extent, and possible mitigations. However,…

密码学与安全 · 计算机科学 2022-04-26 Eric MSP Veith , Nils Wenninghoff , Stephan Balduin , Thomas Wolgast , Sebastian Lehnhoff

Modern smart grids rely on advanced metering infrastructure (AMI) networks for monitoring and billing purposes. However, such an approach suffers from electricity theft cyberattacks. Different from the existing research that utilizes…

机器学习 · 计算机科学 2018-09-10 Mahmoud Nabil , Muhammad Ismail , Mohamed Mahmoud , Mostafa Shahin , Khalid Qaraqe , Erchin Serpedin

While inverter-based distributed energy resources (DERs) play a crucial role in integrating renewable energy into the power system, they concurrently diminish the grid's system inertia, elevating the risk of frequency instabilities.…

机器学习 · 计算机科学 2024-09-02 Romesh Prasad , Malik Hassanaly , Xiangyu Zhang , Abhijeet Sahu

The distributed nature of smart grids, combined with sophisticated sensors, control algorithms, and data collection facilities at Supervisory Control and Data Acquisition (SCADA) centers, makes them vulnerable to strategically crafted…

密码学与安全 · 计算机科学 2024-09-25 Suman Maiti , Soumyajit Dey

The rapid growth of distributed energy resources (DERs), including rooftop solar and energy storage, is transforming the grid edge, where distributed technologies and customer-side systems increasingly interact with the broader power grid.…

系统与控制 · 电气工程与系统科学 2026-05-26 Jun He , Andrew L. Liu

In this paper, we present a novel distributed state estimation approach in networked DC microgrids to detect the false data injection in the microgrid control network. Each microgrid monitored by a distributed state estimator will detect if…

最优化与控制 · 数学 2019-07-09 Tuyen Vu , Bang Le

We propose a comprehensive approach to increase the reliability and resilience of future power grids rich in distributed energy resources. Our distributed scheme combines federated learning-based attack detection with a local electricity…

机器学习 · 计算机科学 2024-07-17 Lucas Pereira , Vineet Jagadeesan Nair , Bruno Dias , Hugo Morais , Anuradha Annaswamy

Increasing integration of distributed energy resources (DERs) within distribution feeders provides unprecedented flexibility at the distribution-transmission interconnection. To exploit this flexibility and to use the capacity potential of…

最优化与控制 · 数学 2020-12-16 Bai Cui , Ahmed Zamzam , Andrey Bernstein

Distributed intrustion detection systems detect attacks on computer systems by analyzing data aggregated from distributed sources. The distributed nature of the data sources allows patterns in the data to be seen that might not be…

密码学与安全 · 计算机科学 2007-05-23 Michael Treaster

With the increasing adoption of distributed energy resources (DERs) in distribution networks, distributed energy resource management systems (DERMS) are becoming an attractive option to coordinate the control of DERs, especially…

最优化与控制 · 数学 2023-05-09 Joshua Comden , Jing Wang , Andrey Bernstein

This paper introduces the concept of Deep Reinforcement Learning based architecture for protective relay design in power distribution systems with many distributed energy resources (DERs). The performance of widely-used overcurrent…

系统与控制 · 电气工程与系统科学 2021-06-03 Dongqi Wu , Dileep Kalathil , Miroslav Begovic , Le Xie

In this paper, the benefits of distributed energy resources (DERs) are considered in an energy management scheme for a smart community consisting of a large number of residential units (RUs) and a shared facility controller (SFC). A…

系统与控制 · 计算机科学 2014-06-24 Wayes Tushar , Bo Chai , Chau Yuen , David B. Smith , Kristin L. Wood , Zaiyue Yang , H. Vincent Poor

In this paper, we address the problem of coordinating a set of distributed energy resources (DERs) to regulate voltage in power distribution systems to desired levels. To this end, we formulate the voltage control problem as an optimization…

最优化与控制 · 数学 2020-06-09 Hanchen Xu , Alejandro D. Domínguez-García , Peter W. Sauer

We propose using a hierarchical retail market structure to alert and dispatch resources to mitigate cyber-physical attacks on a distribution grid. We simulate attacks where a number of generation nodes in a distribution grid are attacked.…

系统与控制 · 电气工程与系统科学 2024-07-04 Vineet Jagadeesan Nair , Priyank Srivastava , Anuradha Annaswamy

This paper studies the robust co-planning of proactive network hardening and mobile hydrogen energy resources (MHERs) scheduling, which is to enhance the resilience of power distribution network (PDN) against the disastrous events. A…

系统与控制 · 电气工程与系统科学 2025-03-18 Donglai Ma , Xiaoyu Cao , Bo Zeng , Chen Chen , Qiaozhu Zhai , Qing-Shan Jia , Xiaohong Guan

This thesis explores a particular class of distributed optimization methods for various separable resource allocation problems, which are of high interest in a wide array of multi-agent settings. A distinctly motivating application for this…

系统与控制 · 电气工程与系统科学 2021-03-26 Tor Anderson

We consider the problem of exploiting the microgenerators dispersed in the power distribution network in order to provide distributed reactive power compensation for power losses minimization and voltage regulation. In the proposed…

最优化与控制 · 数学 2014-11-19 Saverio Bolognani , Guido Cavraro , Ruggero Carli , Sandro Zampieri

To improve the resilience of electric distribution systems, this paper proposes a stochastic multi-period mixed-integer linear programming model that determines where to underground distribution lines and how to coordinate mobile generators…

系统与控制 · 电气工程与系统科学 2022-04-25 Babak Taheri , Daniel K. Molzahn , Santiago Grijalva

Modern renewables-based power systems need to tap on the flexibility of Distributed Energy Resources (DERs) connected to distribution networks. It is important, however, that DER owners/users remain in control of their assets, decisions,…

系统与控制 · 电气工程与系统科学 2025-04-30 Costas Mylonas , Emmanouel Varvarigos , Georgios Tsaousoglou

The large-scale integration of Distributed Energy Resources (DERs) into the electric power system offers new opportunities to ensure stability. For example, Active Distribution Networks (ADNs) can be used in (sub-)transmission systems in…

系统与控制 · 电气工程与系统科学 2022-07-13 Jannik Zwartscholten , Christian Rehtanz
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