Yuanyuan Shi (@Yuanyuan-Shi)
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Yuanyuan-Shi

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Top repositories

1

joint-optimization

This folder contains the codes and data used for papers: Shi, Yuanyuan, Bolun Xu, Di Wang, and Baosen Zhang. "Using battery storage for peak shaving and frequency regulation: Joint optimization for superlinear gains." IEEE Transactions on Power System.
MATLAB
37
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2

StableRL_VoltageCtrl

This repository contains source code necessary to reproduce the results presented in the following paper: Stability Constrained Reinforcement Learning for Real-Time Voltage Control (https://arxiv.org/pdf/2109.14854.pdf)
Jupyter Notebook
27
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3

Cycle-based-Battery-Controller

This folder contains the codes and data used for papers: Shi, Yuanyuan, Bolun Xu, Yushi Tan, Daniel Kirschen, and Baosen Zhang. "Optimal Battery Control Under Cycle Aging Mechanisms in Pay for Performance Settings." IEEE Transactions on Automatic Control.
MATLAB
14
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4

batterydeg

We try to fit a Neural Network model based on simulation data of batteries, and use it for real-time battery degradation assessment and optimal control.
Jupyter Notebook
7
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5

PowerOutagePredictor

This is an implementation of machine learning methods for power outage prediction. I worked on this project with Ryan, Yanbo and Jerry.
Jupyter Notebook
6
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6

online_control_ltv

This repository contains source code necessary to reproduce the results in the following paper: Stable Online Control of Linear Time-Varying Systems
Jupyter Notebook
4
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7

MARL-Cournot-Games

This repository contains source code necessary to reproduce the results presented in the following paper: Multi-Agent Reinforcement Learning in Cournot Games Authors: Yuanyuan Shi and Baosen Zhang.
Jupyter Notebook
3
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