Author

Jianhua Pei

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#generative ai Nov 2026

Deep Generative Model-Aided Communication-Efficient and Cyber-Resilient Power System Dynamic State Estimation

Fast and robust dynamic state estimation (DSE) is critical for capturing the internal dynamics of cyber-physical power systems. Traditional model-based approaches, such as Kalman filtering and particle filtering, require accurate parameters, control inputs, phasor measurement unit (PMU) data, and reliable centralized c...

Jian-Hua Pei, Xinsheng Lyu, Ping Wang et al. · IEEE Transactions on Smart G... · 1 citation

Jul 2026

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach

Simulation results demonstrate that the proposed Hierarchical LLM-driven control framework significantly reduces collision rates and improves aggregate system throughput compared to existing baselines.

Zijiang Yan, Hao Zhou, W. Jaafar et al. · arXiv.org · 0 citations