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Nanpeng Yu

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Solve Large-scale Unit Commitment Problems by Physics-informed Graph Learning

Nov 26, 2023
Jingtao Qin, Nanpeng Yu

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Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models

Nov 13, 2023
Yuanbin Cheng, Koji Yamashita, Jim Follum, Nanpeng Yu

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pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events

Oct 25, 2022
Brandon Foggo, Koji Yamashita, Nanpeng Yu

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An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems

Jun 09, 2022
Jingtao Qin, Yuanqi Gao, Mikhail Bragin, Nanpeng Yu

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A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment

Apr 20, 2022
Yuanqi Gao, Nanpeng Yu

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pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events -- Part I: Overview and Results

Apr 03, 2022
Brandon Foggo, Koji Yamashita, Nanpeng Yu

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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

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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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