Papers Smart Grid Prediction

“Smart Grid Prediction” 태그가 달린 논문 3편 · 필터 해제

A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids

2022-12-07 · Seyed Hamed Haghshenas, Md Abul Hasnat, Mia Naeini

This paper presents a Temporal Graph Neural Network (TGNN) framework for detection and localization of false data injection and ramp attacks on the system state in smart grids. Capturing the topological information of th…

Cyber Attack Detection Graph Neural Network Node Classification Smart Grid Prediction

Demand-Side Scheduling Based on Multi-Agent Deep Actor-Critic Learning for Smart Grids

2020-05-05 · Joash Lee, Wenbo Wang, Dusit Niyato

We consider the problem of demand-side energy management, where each household is equipped with a smart meter that is able to schedule home appliances online. The goal is to minimize the overall cost under a real-time pr…

Deep Reinforcement Learning Distributional Reinforcement Learning energy management Management+2

Learning Scalable Deep Kernels with Recurrent Structure

2016-10-27 · Maruan Al-Shedivat, Andrew Gordon Wilson, Yunus Saatchi, Zhiting Hu 외

Many applications in speech, robotics, finance, and biology deal with sequential data, where ordering matters and recurrent structures are common. However, this structure cannot be easily captured by standard kernel func…

Autonomous Driving Gaussian Processes Smart Grid Prediction