7 citations · 9 across the 7 of their papers we have counts for
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A Two-Stage AI-Powered Motif Mining Method for Efficient Power System Topological Analysis
Yiyan Li, Zhenghao Zhou, Jian Ping +3
Graph motif, defined as the microstructure that appears repeatedly in a large graph, reveals important topological characteristics of the large graph and has gained increasing atte…
A Glass-Box Deep-Learning Method for Electrical Energy System Modeling Based on Kolmogorov-Arnold Network
Zhenghao Zhou, Yiyan Li, Zelin Guo +2
Deep learning methods have been widely used as an end-to-end modeling strategy of electrical energy systems because of their conveniency and powerful pattern recognition capability…
A Neural-Network-Embedded Equivalent Circuit Model for Lithium-ion Battery State Estimation
Zelin Guo, Yiyan Li, Zheng Yan +1
Equivalent Circuit Model(ECM)has been widelyused in battery modeling and state estimation because of itssimplicity, stability and interpretability.However, ECM maygenerate large es…
Unsupervised and Interpretable Synthesizing for Electrical Time Series Based on Information Maximizing Generative Adversarial Nets
Zhenghao Zhou, Yiyan Li, Runlong Liu +2
Generating synthetic data has become a popular alternative solution to deal with the difficulties in accessing and sharing field measurement data in power systems. However, to make…