197 citations · 198 across the 3 of their papers we have counts for
3 papers
Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review
Zhenyong Zhang, Mengxiang Liu, Mingyang Sun +5
Machine learning (ML) sees an increasing prevalence of being used in the internet-of-things (IoT)-based smart grid. However, the trustworthiness of ML is a severe issue that must b…
Enhancing Cyber-Resiliency of DER-based SmartGrid: A Survey
Mengxiang Liu, Fei Teng, Zhenyong Zhang +5
The rapid development of information and communications technology has enabled the use of digital-controlled and software-driven distributed energy resources (DERs) to improve the…
False Data Injection Attacks and the Distributed Countermeasure in DC Microgrids
Mengxiang Liu, Peng Cheng, Chengcheng Zhao +3
In this paper, we consider a hierarchical control based DC microgrid (DCmG) equipped with unknown input observer (UIO) based detectors, where the potential false data injection (FD…