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Nanpeng Yu

Generating Synthetic Net Load Data with Physics-informed Diffusion Model

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Jun 04, 2024
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Solve Large-scale Unit Commitment Problems by Physics-informed Graph Learning

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Nov 26, 2023
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Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models

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Nov 13, 2023
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pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events

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Oct 25, 2022
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An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems

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Jun 09, 2022
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A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment

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Apr 20, 2022
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pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events -- Part I: Overview and Results

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Apr 03, 2022
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Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration

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Nov 01, 2021
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Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis

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Apr 06, 2021
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Estimate Three-Phase Distribution Line Parameters With Physics-Informed Graphical Learning Method

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Feb 17, 2021
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