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XingZ2624's starred repositories

SCUC_PH2

Benefit Analysis of Hydrogen Networks to the Renewable Power Grids. SCUC - day-ahead scheduling - for a hybrid super energy grid consisting of power systems and hydrogen networks. This work is under the open license: CC BY 4.0.

Language:Python2100

PowerGridRLAgent

Implementations of DQN, DQN with PER, DDQN with PER, and DDDQN with PER agents to maximise reward in a 14 node power grid station

Language:Python1700

pvlib-python

A set of documented functions for simulating the performance of photovoltaic energy systems.

Language:PythonBSD-3-Clause112800

datashader_powergrid

Demo app exploring the US power grid & renewable plants - Built with Dash, Dask, Datashader & Coiled

Language:Python3000

SmartGrid

• Modeling an optimized solution for energy scheduling in a Smart Grid neighborhood using MATLAB & Excel

Language:Matlab2700

RL_smart_grid

We implemented a general, extensible Environment of a Smart Grid with the ability to simulate interactions between multiple Sources and Loads. Using the Environment, we implemented RL Battery Agents - specifically, using Q-learning and SARSA. We also analysed on a use case of the smart grid: Implementation of a smart Battery Agent to power usage optimizations in a Dynamic Pricing scenario

Language:PythonMIT2000

GridAttackAnalyzer

GridAttackAnalyzer: Smart Grid Attack Analysis Framework

Language:PythonBSD-3-Clause1800

DemandManagement

A diploma thesis investigating the options of controlling power demand of households to reduce peaks in total power consumption in smart grids.

Language:Python1600

Solar-Power-Forecasting

⚡ Power forecasting of 💚 renewable energy power plants is a very active research ﬁeld, as reliable information about the 🔮 future power generation allow for a safe operation of the power grid and helps to ⤵ minimize the operational costs of these energy sources.

Language:Python1900

IMU_GPS_KF_Fusion

使用卡尔曼融合GPS数据和加速度数据，一方面提升定位输出速率，一方面可以再GPS信号不好时通过IMU惯导辅助纠正路线，加速度数据已经转为惯导坐标系下，并做了滤波矫正处理

Language:MATLABGPL-3.01500