考虑新能源性能风险的调频辅助服务市场出清与调度策略

杨家琪; 喻洁; 田宏杰; 王斯妤; 滕贤亮; 丁恰

doi:10.7500/AEPS20190423009

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考虑新能源性能风险的调频辅助服务市场出清与调度策略

学术研究 | 更新时间：2025-06-16

- 考虑新能源性能风险的调频辅助服务市场出清与调度策略
- Clearing and Scheduling Strategy of Frequency Regulation Ancillary Service Market Considering Performance Risk of Renewable Energy
- 电力系统自动化-方正平台 2020年44卷第8期页码：66-73
- 作者机构：
  
  1.东南大学电气工程学院，江苏省南京市 210096
  2.宁夏电力交易中心有限公司，宁夏回族自治区银川市 750000
  3.南瑞集团有限公司（国网电力科学研究院有限公司），江苏省南京市 211106
  4.智能电网保护和运行控制国家重点实验室，江苏省南京市 211106
- 作者简介：
  
  杨家琪（1997—），女，硕士研究生，主要研究方向：电力市场、新能源优化运行等。E-mail：yangjiaqiseu@163.com
  喻洁(1975—)，女，通信作者，博士，副教授，主要研究方向：电力市场、新能源优化运行、电力系统调度自动化等。E-mail：yujie@seu.edu.cn
  田宏杰（1981—），男，硕士，高级工程师，主要研究方向：电力市场、交易规则等。E-mail：tianhj_28@163.com
- 基金信息：
  
  国家自然科学基金资助项目(51977032)
- DOI：10.7500/AEPS20190423009
  中图分类号：
- 收稿日期：2019-04-23，
  
  修回日期：2019-09-30，
  
  网络出版日期：2020-03-12，
  
  纸质出版日期：2020-04-25
- 稿件说明：
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杨家琪,喻洁,田宏杰等.考虑新能源性能风险的调频辅助服务市场出清与调度策略[J].电力系统自动化,2020,44(8):66-73.

YANG Jiaqi,YU Jie,TIAN Hongjie,et al.Clearing and Scheduling Strategy of Frequency Regulation Ancillary Service Market Considering Performance Risk of Renewable Energy[J].Automation of Electric Power Systems,2020,44(8):66-73.
杨家琪,喻洁,田宏杰等.考虑新能源性能风险的调频辅助服务市场出清与调度策略[J].电力系统自动化,2020,44(8):66-73. DOI： 10.7500/AEPS20190423009.

YANG Jiaqi,YU Jie,TIAN Hongjie,et al.Clearing and Scheduling Strategy of Frequency Regulation Ancillary Service Market Considering Performance Risk of Renewable Energy[J].Automation of Electric Power Systems,2020,44(8):66-73. DOI： 10.7500/AEPS20190423009.

摘要

新能源机组具有控制灵活以及响应迅速等特点，在技术上具有参与电力系统调频的能力，如将其作为一种调频资源，将有利于缓解系统调频压力。考虑到新能源机组出力具有一定的波动性与不确定性，文中提出了新能源参与调频的辅助服务市场机制，以调频准确性概率指标评估其调频性能指标，进行其调频风险损失量化计算，建立了考虑新能源调频风险的市场出清模型；在实际调度过程中，考虑新能源机组实时调频准确性与历史数据的偏差，构建了基于模型预测控制的实时调频调度模型，根据调度结果和机组实时出力的准确性指标对调度进行反馈校正。提出的市场机制和调度策略既充分利用新能源作为调频资源，又有效地控制了新能源调频出力不确定性的风险。仿真结果验证了模型和算法的有效性。

Abstract

The renewable energy unit has the characteristics of flexible control and rapid response and the ability to participate in power system frequency regulation. If it is regarded as a frequency regulation resource

it would be beneficial to relieve system pressure. In this paper

the ancillary service market mechanism of renewable energy participating in frequency regulation is proposed considering the output fluctuation and uncertainty for renewable energy units. The performance index of frequency regulation is evaluated with the accuracy probability index

the risk loss of frequency regulation is calculated quantitatively

and the market clearing model considering the risk of frequency regulation of renewable energy is established. In the practical scheduling process

considering the deviation between the precision of real-time frequency regulation for renewable energy units and the historical data

a scheduling model of real-time frequency regulation based on model predictive control is constructed

and the feedback correction is used in scheduling based on accuracy indicators of scheduling results and real-time output of units. The proposed market mechanism and scheduling strategy not only make full use of renewable energy as the frequency regulation resource

but also effectively control the uncertainty risk of renewable energy output. Simulation results show the effectiveness of the model and algorithm.

关键词

Keywords

references

鲁宗相 , 黄瀚 , 单葆国 , 等 . 高比例可再生能源电力系统结构形态演化及电力预测展望 [J]. 电力系统自动化 , 2017 , 41 ( 9 ): 12 - 18 .

LU Zongxiang , HUANG Han , SHAN Baoguo , et al . Morphological evolution model and power forecasting prospect of future electric power systems with high proportion of renewable energy [J]. Automation of Electric Power Systems , 2017 , 41 ( 9 ): 12 - 18 .

HOLTTINEN H , MEIBOM P , ORYTHS A , et al . Impacts of large amounts of wind power on design and operation of power systems, results of IEA collaboration [J]. Wind Energy , 2011 , 14 ( 2 ): 179 - 192 .

苟庆林 , 杨昆 . 含风电系统的备用问题研究 [J]. 上海电力学院学报 , 2018 , 34 ( 6 ): 547 - 551 .

GOU Qinglin , YANG Kun . Research on the problem of active power reserve with wind power penetration [J]. Journal of Shanghai University of Electric Power , 2018 , 34 ( 6 ): 547 - 551 .

董振斌 , 李义容 , 李海思 . 考虑风电功率与需求响应不确定性的备用容量配置 [J]. 电力需求侧管理 , 2017 , 19 ( 1 ): 29 - 34 .

DONG Zhenbin , LI Yirong , LI Haisi . Reserve capacity configuration considering uncertainty of wind power and demand response [J]. Power Demand Side Management , 2017 , 19 ( 1 ): 29 - 34 .

喻洁 , 刘云仁 , 杨家琪 , 等 . 美国加州辅助服务市场发展解析及其对我国电力市场的启示 [J]. 电网技术 , 2019 , 43 ( 8 ): 2711 - 2717 .

YU Jie , LIU Yunren , YANG Jiaqi , et al . Analysis of development of California ancillary service market and its enlightenment to China’s power market [J]. Power System Technology , 2019 , 43 ( 8 ): 2711 - 2717 .

唐西胜 , 苗福丰 , 齐智平 , 等 . 风力发电的调频技术研究综述 [J]. 中国电机工程学报 , 2014 , 34 ( 25 ): 4304 - 4314 .

TANG Xisheng , MIAO Fufeng , QI Zhiping , et al . Survey on frequency control of wind power [J]. Proceedings of the CSEE , 2014 , 34 ( 25 ): 4304 - 4314 .

谷俊和 , 刘建平 , 江浩 . 风电接入对系统频率影响及风电调频技术综述 [J]. 现代电力 , 2015 , 32 ( 1 ): 46 - 51 .

GU Junhe , LIU Jianping , JIANG Hao . Literature review on the influence of wind power on system frequency and frequency regulation technologies of wind power [J]. Modern Electric Power , 2015 , 32 ( 1 ): 46 - 51 .

刘巨 , 姚伟 , 文劲宇 , 等 . 大规模风电参与系统频率调整的技术展望 [J]. 电网技术， 2014 , 38 ( 3 ): 638 - 646 .

LIU Ju , YAO Wei , WEN Jinyu , et al . Prospect of technology for large-scale wind farm participating into power grid frequency regulation [J]. Power System Technology , 2014 , 38 ( 3 ): 638 - 646 .

胡泽春 , 罗浩成 . 大规模可再生能源接入背景下自动发电控制研究现状与展望 [J]. 电力系统自动化 , 2018 , 42 ( 8 ): 2 - 15 .

HU Zechun , LUO Haocheng . Research status and prospect of automatic generation control with integration of large-scale renewable energy [J]. Automation of Electric Power Systems , 2018 , 42 ( 8 ): 2 - 15 .

ATAEE S , KHEZRI R , FEIZI M R , et al . Investigating the impacts of wind power contribution on the short-term frequency performance [C]// 2014 Smart Grid Conference (SGC) , December 9 - 10 , 2014 , Tehran， USA.

丁立 , 乔颖 , 鲁宗相 , 等 . 高比例风电对电力系统调频指标影响的定量分析 [J]. 电力系统自动化 , 2014 , 38 ( 14 ): 1 - 8 .

DING Li , QIAO Ying , LU Zongxiang , et al . Impact on frequency regulation of power system from wind power with high penetration [J]. Automation of Electric Power Systems , 2014 , 38 ( 14 ): 1 - 8 .

梁琛 , 王鹏 , 韩肖清 , 等 . 计及系统动态可靠性评估的光伏电站储能经济配置 [J]. 电网技术 , 2017 , 41 ( 8 ): 2639 - 2646 .

LIANG Chen , WANG Peng , HAN Xiaoqing , et al . Economic selection of energy storage system for PV station considering dynamic reliability evaluation [J]. Power System Technology , 2017 , 41 ( 8 ): 2639 - 2646 .

王琦 , 郭钰锋 , 万杰 , 等 . 适用于高风电渗透率电力系统的火电机组一次调频策略 [J]. 中国电机工程学报 , 2018 , 38 ( 4 ): 974 - 984 .

WANG Qi , GUO Yufeng , WAN Jie , et al . Primary frequency regulation strategy of thermal units for a power system with high penetration wind power [J]. Proceedings of the CSEE , 2018 , 38 ( 4 ): 974 - 984 .

国家能源局南方监管局 . 广东调频辅助服务市场交易实施细则（征求意见稿） [EB/OL].[ 2019-08-21 ]. http://nfj.nea.gov.cn/adminContent/initViewContent.do?pk=7003698 http://nfj.nea.gov.cn/adminContent/initViewContent.do?pk=7003698 .

South China Energy Regulatory Office of National Energy Administration . Guangdong frequency regulation auxiliary service market transaction implementation rules (draft for comments) [EB/OL]. [ 2019-08-21 ]. http://nfj.nea.gov.cn/adminContent/initViewContent.do?pk=7003698 http://nfj.nea.gov.cn/adminContent/initViewContent.do?pk=7003698 .

马恒瑞 , 王波 , 高文忠 , 等 . 区域综合能源系统中储能设备参与辅助服务的运行优化 [J]. 电力系统自动化 , 2019 , 43 ( 8 ): 34 - 46 .

MA Hengrui , WANG Bo , GAO Wenzhong , et al . Operation optimization of energy storage equipment participating in auxiliary service in regional integrated energy system [J]. Automation of Electric Power Systems , 2019 , 43 ( 8 ): 34 - 46 .

陈达鹏 , 荆朝霞 . 美国调频辅助服务市场的调频补偿机制分析 [J]. 电力系统自动化 , 2017 , 41 ( 18 ): 1 - 9 .

CHEN Dapeng , JING Zhaoxia . Analysis of frequency modulation compensation mechanism in frequency modulation ancillary service market of the United States [J]. Automation of Electric Power Systems , 2017 , 41 ( 18 ): 1 - 9 .

HARLOW W V . Asset allocation in a downside risk framework [J]. Financial Analysis Journal , 1991 , 47 ( 5 ): 28 - 40 .

王斯妤 , 喻洁 , 滕贤亮 , 等 . 考虑新能源AGC性能风险的调频市场出清策略研究 [C]//中国电机工程学会电力市场专业委员会, 2018年10月12—13日，上海，中国 .

WANG Siyu , YU Jie , TENG Xianliang , et al . Research on frequency regulation market clearing strategy considering performance risk of new energy AGC [C]// 2018 Academic Annual Meeting and BBS Proceedings of Power Market Professional Committee of Chinese Society for Electrical Engineering , October 12 - 13 , 2018 ， Shanghai, China.

侯佑华 , 房大中 , 齐军 , 等 . 大规模风电入网的有功功率波动特性分析及发电计划仿真 [J]. 电网技术 , 2010 , 34 ( 5 ): 60 - 66 .

HOU Youhua , FANG Dazhong , QI Jun , et al . Analysis on active power fluctuation characteristics of large-scale grid-connected wind farm and generation scheduling simulation under different capacity power injected from wind farms into power grid [J]. Power System Technology , 2010 , 34 ( 5 ): 60 - 66 .

李剑楠 , 乔颖 , 鲁宗相 , 等 . 大规模风电多尺度出力波动性的统计建模研究 [J]. 电力系统保护与控制 , 2012 , 40 ( 19 ): 7 - 13 .

LI Jiannan , QIAO Ying , LU Zongxiang , et al . Research on statistical modeling of large-scale wind farms output fluctuations in different special and temporal scales [J]. Power System Protection and Control , 2012 , 40 ( 19 ): 7 - 13 .

易明月 , 童晓阳 . 考虑风荷预测误差不确定性的动态经济调度 [J]. 电网技术 , 2019 , 43 ( 11 ): 4050 - 4057 .

YI Mingyue , TONG Xiaoyang . Dynamic economic dispatch considering uncertainties of wind power and load forecast error [J]. Power System Technology , 2019 , 43 ( 11 ): 4050 - 4057 .

刘立阳 , 孟绍良 , 吴军基 . 基于风电预测误差区间的动态经济调度 [J]. 电力自动化设备 , 2016 , 36 ( 9 ): 87 - 93 .

LIU Liyang , MENG Shaoliang , WU Junji . Dynamic economic dispatch based on wind power forecast error interval [J]. Electric Power Automation Equipment , 2016 , 36 ( 9 ): 87 - 93 .

任佳依 , 顾伟 , 王勇 , 等 . 基于模型预测控制的主动配电网多时间尺度有功无功协调调度 [J]. 中国电机工程学报 , 2018 , 38 ( 5 ): 1397 - 1407 .

REN Jiayi , GU Wei , WANG Yong , et al . Multi-time scale active and reactive power coordinated optimal dispatch in active distribution network based on model predictive control [J]. Proceedings of the CSEE , 2018 , 38 ( 5 ): 1397 - 1407 .

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