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Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration


Nov 01, 2021
Zuzhao Ye, Yuanqi Gao, Nanpeng Yu

* 10 pages, 7 figures 

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Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis


Apr 06, 2021
Yinglun Li, Nanpeng Yu, Wei Wang


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Estimate Three-Phase Distribution Line Parameters With Physics-Informed Graphical Learning Method


Feb 17, 2021
Wenyu Wang, Nanpeng Yu


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Power System Event Identification based on Deep Neural Network with Information Loading


Nov 13, 2020
Jie Shi, Brandon Foggo, Nanpeng Yu


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Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks


Jul 06, 2020
Yuanqi Gao, Wei Wang, Nanpeng Yu

* 9 pages, 5 figures 

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On the Maximum Mutual Information Capacity of Neural Architectures


Jun 10, 2020
Brandon Foggo, Nanpeng Yu


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Improving Supervised Phase Identification Through the Theory of Information Losses


Nov 04, 2019
Brandon Foggo, Nanpeng Yu

* To be published in IEEE Transactions on Smart Grid 

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Interpreting Active Learning Methods Through Information Losses


Feb 25, 2019
Brandon Foggo, Nanpeng Yu


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Asymptotic Finite Sample Information Losses in Neural Classifiers


Feb 15, 2019
Brandon Foggo, Nanpeng Yu, Jie Shi, Yuanqi Gao


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