4 papers
Robust Industrial Cyber Physical Classification Using Neuromorphic Temporal Embeddings and Hybrid SNN XGBoost Under Machine Unlearning Attacks
Ammar Kamoona, Sajad Koushkbaghi, Mahdi Jalili +2
The digitalisation of electrical distribution networks has increased the exposure of power-grid infrastructure to cyber attacks. Existing intrusion detection systems (IDSs), howeve…
Online Electric Vehicle Charging Detection Based on Memory-based Transformer using Smart Meter Data
Ammar Mansoor Kamoona, Hui Song, Mahdi Jalili +3
The growing popularity of Electric Vehicles (EVs) poses unique challenges for grid operators and infrastructure, which requires effectively managing these vehicles' integration int…
Identifying the Most Influential Driver Nodes for Pinning Control of Multi-Agent Systems with Time-Varying Topology
Guangrui Zhang, Zhaohui Liu, Xinghuo Yu +1
Identifying the most influential driver nodes to guarantee the fastest synchronization speed is a key topic in pinning control of multi-agent systems. This paper develops a methodo…
Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction
Hui Song, Zheng Miao, Ali Babalhavaeji +3
The increasing installation of Photovoltaics (PV) cells leads to more generation of renewable energy sources (RES), but results in increased uncertainties of energy scheduling. Pre…