大规模风电接入电力系统负荷频率控制仿真数据集

大规模风电接入电力系统负荷频率控制仿真数据集主要面向基于分布式Tube模型预测控制的负荷频率控制研究、风电需求建设，基于在MATLAB/Simulink中进行的多组仿真对比实验，记录系统在随机风速条件及阶跃负荷影响下的响应输出数据，主要包含时间、火电区域状态量（频率偏差 联络线功率偏差 发电机输出功率偏差 调速器输出偏差 再热器功率偏差）、风电区域状态量（频率偏差 联络线功率偏差 储能输出功率偏差 发电机转速 风机转子转速 轴扭转角）、火电区域MPC控制信号、风电区域控制量（桨距角 发电机转矩）、各区域输出量（ACE信号）、软件模拟真实风速扰动等数据项。数据量9.35MB。The Simulation Dataset for Load Frequency Control (LFC) in Power Systems Integrated with Large-scale Wind Power is designed for research on distributed tube model predictive control-based LFC and the development of wind power demand-related applications. Conducted through multiple sets of comparative simulation experiments in MATLAB/Simulink, this dataset records the system's response output data under stochastic wind speed conditions and step load disturbances. The main data items include: time stamps, state variables of thermal power zones (frequency deviation, tie-line power deviation, generator output power deviation, governor output deviation, reheater power deviation), state variables of wind power zones (frequency deviation, tie-line power deviation, energy storage output power deviation, generator speed, wind turbine rotor speed, shaft torsion angle), MPC control signals of thermal power zones, control variables of wind power zones (pitch angle, generator torque), output variables of each zone (ACE signal), and software-simulated real wind speed disturbances. The dataset has a total size of 9.35 MB.

搜集汇总

背景与挑战

背景概述

该数据集面向大规模风电接入电力系统的负荷频率控制研究，基于MATLAB/Simulink仿真实验，记录了在随机风速和阶跃负荷影响下的系统响应数据，包含火电与风电区域的状态量、控制信号及风速扰动等，数据量为9.35MB。