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cs.LG2025
Fault Diagnosis and Quantification for Photovoltaic Arrays based on Differentiable Physical Models
Zenan Yang, Yuanliang Li, Jingwei Zhang +2
Accurate fault diagnosis and quantification are essential for the reliable operation and intelligent maintenance of photovoltaic (PV) arrays. However, existing fault quantification…
cs.AI2025
RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models
Hanzheng Dai, Yuanliang Li, Jun Yan +1
Automated penetration testing (AutoPT) powered by large language models (LLMs) has gained attention for its ability to automate ethical hacking processes and identify vulnerabiliti…
eess.SY2025
Deep Reinforcement Learning-Based Bidding Strategies for Prosumers Trading in Double Auction-Based Transactive Energy Market
Jun Jiang, Yuanliang Li, Luyang Hou +4
With the large number of prosumers deploying distributed energy resources (DERs), integrating these prosumers into a transactive energy market (TEM) is a trend for the future smart…