With the increasing penetration of wind energy in power systems, forecasting wind power has emerged as an effective method to enhance system stability. However, the accuracy of wind power prediction is significantly influenced by the quality of data collected by the wind farm’s communication system, which is vulnerable...
Xu-Guo Jiao, Xin-Xin Zhao, Rui-Long Deng et al.· IEEE Transactions on Smart G...· 0 citations
This study presents MRGIoT (Manipulation of Renewable Generation via IoT botnet), a framework designed to evaluate which RGUs are most significant to the supply-demand balance and potentially capable of causing grid disruption, and clear and actionable guidance for strengthening the security and resilience of future ne...
Yi-Fan Liu, Mengxiang Liu, Wenxuan Ma et al.· The Innovation Energy· 0 citations
In parallel to the cyber attack that manipulates the reference points of distributed energy resources (DERs) by maliciously accessing the remote monitoring and control system, the vulnerability of voltage/current sensors to electromagnetic interference (EMI) in the physical domain has been widely discussed. Existing re...
Meng-Xiang Liu, Xin Zhang, Shi-Yi Zhao et al.· IEEE Transactions on Smart G...· 0 citations
Results support a bounded conclusion: flow-rollout coupling provides additional optimization signal for the evaluated $\tau$-indexed ordinary differential equation (ODE) rollouts, but broader architectural generalization and defense effectiveness require future extensive studies.
Mengxiang Liu, Ruilong Deng, Rong Guo et al.· Security and Safety· 0 citations
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