A GNN-BASED FALSE DATA DETECTION SCHEME FOR SMART GRIDS

A GNN-Based False Data Detection Scheme for Smart Grids

A Cyber-Physical System (CPS) incorporates communication dynamics and software into phsical processes, providing abstractions, modeling, design, and analytical techniques for the system.Based on spatial temporal graph neural networks (STGNNs), anomaly detection technology has been presented to detect anomaly data in smart grids with good performanc

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Enhancing internal combustion engine fault detection through co-simulation with piezoelectric pressure measuring chains

This study undertakes a proof-of-concept investigation,employing a combination of physics-based and empirical models toanalyze an in-cylinder pressure piezo-electric measurement chain.Theprimary objective is to systematically characterize and comprehenddeviations arising from the components within the measuring chain.Themethod implemented elucidate

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Evolving Always-Critical Networks

Living beings share several common features at the molecular level, but there are very few large-scale “operating principles” which hold for all (or almost all) organisms.However, biology is subject to a deluge of data, and as such, general concepts such as this would be extremely valuable.One interesting candidate is the “critica

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A Reflection on the Role of the Church in Ensuring Societal Peace

Human life and welfare are utterly dependent on peace.Peace is, thus, vital for the existence and sustainability of humanity.The quest for peace has become a necessity from the origination and existence of humanity.Hence, it has been incumbent on the Church as an institution to be involved in the collaborative pursuit of peace in human society.This

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