Comprehensive Performance Evaluation Method of Renewable Energy AGC Unit Based on Rank boost

YANG Zhixue; SONG Xingrong; LI Zhenwen; REN Zhouyang

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Comprehensive Performance Evaluation Method of Renewable Energy AGC Unit Based on Rank boost

更新时间：2025-11-18

- Comprehensive Performance Evaluation Method of Renewable Energy AGC Unit Based on Rank boost
- Vol. 41, Issue 2, Pages: 41-45(2021)
- 作者机构：
  
  1. 重庆大学
  2. 输配电装备及系统安全与新技术国家重点实验室
  3. 国网湖南电力有限公司电力科学研究院
  4. 国网湖南省电力有限公司
- 作者简介：
- 基金信息：
- DOI：
  CLC： TM61
- Published：2021
- 稿件说明：
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[1]杨志学,宋兴荣,李振文,任洲洋.基于Rank boost的新能源AGC机组综合性能评估方法[J].湖南电力,2021,41(02):41-45.

YANG Zhixue, SONG Xingrong, LI Zhenwen, et al. Comprehensive Performance Evaluation Method of Renewable Energy AGC Unit Based on Rank boost[J]. 2021, 41(2): 41-45.
[1]杨志学,宋兴荣,李振文,任洲洋.基于Rank boost的新能源AGC机组综合性能评估方法[J].湖南电力,2021,41(02):41-45. DOI：

YANG Zhixue, SONG Xingrong, LI Zhenwen, et al. Comprehensive Performance Evaluation Method of Renewable Energy AGC Unit Based on Rank boost[J]. 2021, 41(2): 41-45. DOI：

摘要

为了评估新能源AGC机组的综合性能

提出了基于Rank boost算法的综合性能评估方法。首先

从新能源AGC机组的投运、目标跟踪、调节速度和调频参与度四个角度出发

构建新能源AGC性能指标体系;之后

结合指标体系的特点

采用无监督的机器学习方法Rank boost开展综合性能评估;最后

结合某地区AGC机组的历史统计数据

对该方法的有效性进行了分析。

Abstract

In order to evaluate the comprehensive performance of new energy AGC units

this paper presents a comprehensive performance evaluation method based on Rank boost algorithm. First of all

from the four angles of putting into operation of new energy AGC units

target tracking

regulating speed and frequency regulation participation

the performance index system of new energy AGC is constructed

and an unsupervised machine learning method Rank boost is used for comprehensive performance evaluation. Finally

the effectiveness of the method is analyzed based on the historical statistical data of AGC units in a certain region.

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