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- research-articleAugust 2024
Predicting Cascading Failures with a Hyperparametric Diffusion Model
KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 3495–3506https://doi.org/10.1145/3637528.3672048In this paper, we study cascading failures in power grids through the lens of information diffusion models. Similar to the spread of rumors or influence in an online social network, it has been observed that failures (outages) in a power grid can spread ...
- research-articleAugust 2023
Multiple satellite and ground clock sources‐based high‐precision time synchronization and lossless switching for distribution power system
AbstractPrecise energy management in distribution power system requires high‐precision time synchronization among large‐scale deployed devices. Multiple clock sources‐based time synchronization possesses advantages of reliability, high precision, and ...
In this paper, we construct a multi‐clock source time synchronization model and formulate a problem to minimize the synchronization error and delay through jointly optimizing large‐timescale clock source selection and small‐timescale weight selection. A ...
- research-articleJune 2023
Feature extraction method of HPLC communication signal based on genetic algorithm
AbstractCommunication quality is a key factor affecting the effectiveness of distribution network operation status management. Therefore, it is required that the communication performance of the distribution network management system be good, and the ...
The research results of this paper can take measures in time before the permanent failure occurs, prevent catastrophic failure and greatly reduce the loss caused by the accident, which is of great significance to improve the safe operation of power ...
- research-articleMarch 2023
Electromigration Assessment in Power Grids with Account of Redundancy and Non-Uniform Temperature Distribution
- Armen Kteyan,
- Valeriy Sukharev,
- Alexander Volkov,
- Jun Ho Choy,
- Farid N. Najm,
- Yong Hyeon Yi,
- Chris H. Kim,
- Stephane Moreau
ISPD '23: Proceedings of the 2023 International Symposium on Physical DesignPages 124–132https://doi.org/10.1145/3569052.3578922A recently proposed methodology for electromigration (EM) assessment in on-chip power/ground grid of integrated circuits has been validated by means of measurements, performed on dedicated test grids. IR drop degradation in the grid is used for defining ...
- research-articleOctober 2021
Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids
- Martin Ringsquandl,
- Houssem Sellami,
- Marcel Hildebrandt,
- Dagmar Beyer,
- Sylwia Henselmeyer,
- Sebastian Weber,
- Mitchell Joblin
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge ManagementPages 1538–1547https://doi.org/10.1145/3459637.3482464The application of graph neural networks (GNNs) to the domain of electrical power grids has high potential impact on smart grid monitoring. Even though there is a natural correspondence of power flow to message-passing in GNNs, their performance on ...
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- research-articleOctober 2021
A stacked autoencoder‐based convolutional and recurrent deep neural network for detecting cyberattacks in interconnected power control systems
International Journal of Intelligent Systems (IJIS), Volume 36, Issue 12Pages 7080–7102https://doi.org/10.1002/int.22581AbstractModern interconnected power grids are a critical target of many kinds of cyber‐attacks, potentially affecting public safety and introducing significant economic damages. In such a scenario, more effective detection and early alerting tools are ...
- research-articleApril 2021
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis
CAAI Transactions on Intelligence Technology (CIT2), Volume 6, Issue 4Pages 450–470https://doi.org/10.1049/cit2.12038AbstractSafe operation of the power grid requires a complete and robust control network to ensure full observability. However, redundancy measurements can create problems in expense, management, and control. The optimal phasor measurement unit (PMU) ...
- research-articleJuly 2020
Scalable and efficient authentication scheme for secure smart grid communication
Smart grids represent the latest trend that has disrupted the energy supplier sector. They are in the form of smart meters that automatically communicate power consumption data to the power grid operator. In fact, the smart‐grid technology is a great ...
- research-articleApril 2020
Understanding Electricity-Theft Behavior via Multi-Source Data
WWW '20: Proceedings of The Web Conference 2020Pages 2264–2274https://doi.org/10.1145/3366423.3380291Electricity theft, the behavior that involves users conducting illegal operations on electrical meters to avoid individual electricity bills, is a common phenomenon in the developing countries. Considering its harmfulness to both power grids and the ...
- research-articleMarch 2020
Critical nodes identification for vulnerability analysis of power communication networks
As the support networks of the electric power grid, power communication networks (PCNs) become more complex and vulnerable due to the increasing scale of the electric power grid. Identifying and protecting the critical nodes in PCNs in advance is an ...
- research-articleApril 2019
Electromigration-Aware Interconnect Design
ISPD '19: Proceedings of the 2019 International Symposium on Physical DesignPages 83–90https://doi.org/10.1145/3299902.3313156Electromigration (EM) is seen as a growing problem in recent and upcoming technology nodes, and affects a wider variety of wires (e.g., power grid, clock/signal nets), circuits (e.g., digital, analog, mixed-signal), and systems (e.g., mobile, server, ...
- research-articleJanuary 2019
Secure authentication in the grid: A formal analysis of DNP3 SAv5
Journal of Computer Security (JOCS), Volume 27, Issue 2Pages 203–232https://doi.org/10.3233/JCS-181139Most of the world’s power grids are controlled remotely. Their control messages are sent over potentially insecure channels, driving the need for an authentication mechanism. The main communication mechanism for power grids and other utilities is defined ...
- research-articleJanuary 2018
Structure- and Physics-Preserving Reductions of Power Grid Models
Multiscale Modeling and Simulation (MMS), Volume 16, Issue 4Pages 1916–1947https://doi.org/10.1137/17M1138054The large size of multiscale, distribution and transmission, power grids hinders fast systemwide estimation and real-time control and optimization of operations. This paper studies graph reduction methods of power grids that are favorable for fast ...
- research-articleNovember 2017
Fast physics-based electromigration assessment by efficient solution of linear time-invariant (LTI) systems
Electromigration (EM) is a key reliability concern in chip power/ ground (p/g) grids, which has been exacerbated by the high current levels and narrow metal lines in modern grids. EM checking is expensive due to the large sizes of modern p/g grids and ...
- research-articleJuly 2017
Energy‐aware resource allocation for OFDMA wireless networks with hybrid energy supplies
IET Communications (CMU2), Volume 11, Issue 11Pages 1671–1678https://doi.org/10.1049/iet-com.2016.1328In this study, the authors investigate the resource allocation for orthogonal frequency‐division multiple access (OFDMA) wireless networks, where the base station is powered by renewable energy and electric grid. To fully exploit the renewable energy, the ...
- posterJuly 2017
Community detection in power grids by an evolutionary method
GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPages 279–280https://doi.org/10.1145/3067695.3075606Community detection is a complex optimization problem that consists on searching homogeneous communities that belong to a given graph. This graph, which represent a network, has properties that enable the detection of characteristics or functional ...
- invited-talkJuly 2015
Leveraging Decentralized Solar-DC Towards Enable 24 x 7 Power to Indian Homes
e-Energy '15: Proceedings of the 2015 ACM Sixth International Conference on Future Energy SystemsPages 1–2https://doi.org/10.1145/2768510.2768511Demand-supply gap in power has resulted in 2 to 20 hours power-cuts in most Indian homes especially in summer months, in addition to almost 80 million homes having no grid-connectivity. Using DC appliances as demand-side intervention and decentralized ...
- research-articleJune 2015
Joint Cyber and Physical Attacks on Power Grids: Graph Theoretical Approaches for Information Recovery
SIGMETRICS '15: Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer SystemsPages 361–374https://doi.org/10.1145/2745844.2745846Recent events demonstrated the vulnerability of power grids to cyber attacks and to physical attacks. Therefore, we focus on joint cyber and physical attacks and develop methods to retrieve the grid state information following such an attack. We ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 43 Issue 1 - research-articleJune 2015
ENF-Based Region-of-Recording Identification for Media Signals
IEEE Transactions on Information Forensics and Security (TIFS), Volume 10, Issue 6Pages 1125–1136https://doi.org/10.1109/TIFS.2015.2398367The electric network frequency (ENF) is a signature of power distribution networks that can be captured by multimedia signals recorded near electrical activities. This has led to the emergence of multiple forensic applications based on the use of ENF ...
- research-articleApril 2015
Cost-efficient and attack-resilient approaches for state estimation in power grids
SAC '15: Proceedings of the 30th Annual ACM Symposium on Applied ComputingPages 2192–2197https://doi.org/10.1145/2695664.2695937State estimation is a fundamental question in a power grid and it is used to understand the state of power grids based on readings of sensors placed at important power grid components. Current state estimation approaches are highly vulnerable to ...