Decision-making Method of Corrective Control for Wind Power System with Unified Power Flow Controller Based on Successive Approximated Linear Programming

Haiqiang ZHOU; Tingyan GU; Feng XUE; Yunsong YAN; Xiaofang SONG

doi:10.7500/AEPS20210710003

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Decision-making Method of Corrective Control for Wind Power System with Unified Power Flow Controller Based on Successive Approximated Linear Programming

Basic Research | 更新时间：2025-06-16

- Decision-making Method of Corrective Control for Wind Power System with Unified Power Flow Controller Based on Successive Approximated Linear Programming
- Automation of Electric Power Systems Vol. 46, Issue 8, Pages: 20-28(2022)
- 作者机构：
  
  1.河海大学能源与电气学院,江苏省南京市 211100
  2.国电南瑞科技股份有限公司,江苏省南京市 211106
- 作者简介：
- 基金信息：
  
  Joint Fund of National Natural Science Foundation of China(U2066601)
- DOI：10.7500/AEPS20210710003
  CLC：
- Received：10 July 2021，
  
  Revised：2021-10-08，
  
  Published Online：16 December 2021，
  
  Published：25 April 2022
- 稿件说明：
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周海强,顾婷艳,薛峰等.基于连续近似线性规划的含UPFC风电系统校正控制决策方法[J].电力系统自动化,2022,46(8):20-28.

ZHOU Haiqiang,GU Tingyan,XUE Feng,et al.Decision-making Method of Corrective Control for Wind Power System with Unified Power Flow Controller Based on Successive Approximated Linear Programming[J].Automation of Electric Power Systems,2022,46(8):20-28.
周海强,顾婷艳,薛峰等.基于连续近似线性规划的含UPFC风电系统校正控制决策方法[J].电力系统自动化,2022,46(8):20-28. DOI： 10.7500/AEPS20210710003.

ZHOU Haiqiang,GU Tingyan,XUE Feng,et al.Decision-making Method of Corrective Control for Wind Power System with Unified Power Flow Controller Based on Successive Approximated Linear Programming[J].Automation of Electric Power Systems,2022,46(8):20-28. DOI： 10.7500/AEPS20210710003.

摘要

提出了一种基于连续近似线性规划的含统一潮流控制器(UPFC)风电系统校正控制决策方法。首先，讨论了含UPFC系统的潮流解耦计算方法。然后，在考虑风电及负荷预测误差的条件下，应用机会约束规划理论建立校正控制决策问题数学模型。为求解非线性不确定系统优化问题，分别计算不确定变量与控制参量对线路传输容量、电压及频率等状态变量的灵敏度，将原问题在当前运行点处近似转化为线性规划问题，根据其解对控制参量进行修正，不断迭代直至收敛。最后，以修改后的IEEE 10机39节点系统为例，对算法进行了验证。仿真结果表明，与场景法相比，连续近似线性规划方法可快速高效地求解校正控制决策问题，所得控制策略具有较好的经济性和安全性。另外，使用UPFC可有效地减少切负荷量，降低校正控制代价。

Abstract

A decision-making method of corrective control for the wind power system with a unified power flow controller (UPFC) based on successive approximated linear programming is proposed. First

the decoupled power flow calculation method for the power system with UPFC is discussed. Then

considering wind power and load forecasting errors

the chance constrained programming theory is used to build the mathematic model for corrective control decisions. To solve the optimization problem of the nonlinear uncertainty system

the sensitivities of the line transmission capacity

voltage and system frequency with respect to the uncertain variables and control parameters are calculated separately. The primary problem is converted to a linear programming problem approximately in a specified steady state. The control parameters are modified iteratively according to the solution until convergence is reached. Finally

the algorithm is applied in a modified IEEE 10-generator 39-bus system to validate the effectiveness. The simulation results show that

compared with the scenario-based method

the successive approximated linear programming method can solve decision-making problems for the corrective control fast and efficiently

and has better economy and security. It is also shown that the load curtailment and the corrective control cost can be decreased largely through the UPFC control.

关键词

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references

国家市场监督管理总局，国家标准化管理委员会 . 电力系统安全稳定导则： GB 38755—2019 ［S］. 北京：中国标准出版社， 2019 .

State Administration for Market Regulation ， Standardization Administration . Code on security and stability for power system ： GB 38755—2019 ［S］. Beijing ： Standards Press of China ， 2019 .

丁怡婷 . “风光产业”助力能源低碳发展［N］. 人民日报， 2021-02-26 （3）.

DING Yiting . Wind and solar industry help the development of low carbon energy ［N］. People’s Daily ， 2021-02-26 （3）.

康重庆，姚良忠 . 高比例可再生能源电力系统的关键科学问题与理论研究框架［J］. 电力系统自动化， 2017 ， 41 （ 9 ）： 2 - 11 .

KANG Chongqing ， YAO Liangzhong . Key scientific issues and theoretical research framework for power systems with high proportion of renewable energy ［J］. Automation of Electric Power Systems ， 2017 ， 41 （ 9 ）： 2 - 11 .

CAPITANESCU F ， MARTINEZ RAMOS J L ， PANCIATICI P ， et al . State-of-the-art， challenges， and future trends in security constrained optimal power flow ［J］. Electric Power Systems Research ， 2011 ， 81 （ 8 ）： 1731 - 1741 .

薛禹胜，王达，文福拴 . 关于紧急控制与校正控制优化和协调的评述［J］. 电力系统自动化， 2009 ， 33 （ 12 ）： 1 - 7 .

XUE Yusheng ， WANG Da ， WEN Fushuan . A review on optimization and coordination of emergency control and correction control ［J］. Automation of Electric Power Systems ， 2009 ， 33 （ 12 ）： 1 - 7 .

孙国强，张恪，卫志农，等 . 基于深度学习的含统一潮流控制器的电力系统快速安全校正［J］. 电力系统自动化， 2020 ， 44 （ 19 ）： 119 - 127 .

SUN Guoqiang ， ZHANG Ke ， WEI Zhinong ， et al . Deep learning based fast security correction of power system with unified power flow controller ［J］. Automation of Electric Power Systems ， 2020 ， 44 （ 19 ）： 119 - 127 .

SHAO W ， VITTAL V . LP-based OPF for corrective FACTS control to relieve overloads and voltage violations ［J］. IEEE Transactions on Power Systems ， 2006 ， 21 （ 4 ）： 1832 - 1839 .

代飞，崔挺，徐箭，等 . 基于综合灵敏度分析的电压校正控制［J］. 电力自动化设备， 2011 ， 31 （ 12 ）： 15 - 20 .

DAI Fei ， CUI Ting ， XU Jian ， et al . Voltage correction control based on comprehensive sensitivity analysis ［J］. Electric Power Automation Equipment ， 2011 ， 31 （ 12 ）： 15 - 20 .

孙大雁，周海强，鞠平，等 . 协调经济性及电压稳定性的受端系统紧急负荷控制优化方法［J］. 电力系统自动化， 2017 ， 41 （ 17 ）： 106 - 112 .

SUN Dayan ， ZHOU Haiqiang ， JU Ping ， et al . Optimization method for emergency load control of receiving-end system considering coordination of economy and voltage stability ［J］. Automation of Electric Power Systems ， 2017 ， 41 （ 17 ）： 106 - 112 .

毛思杰，贾燕冰，张琪 . 计及过载线路发热严重程度的紧急控制方法研究［J］. 电力系统保护与控制， 2019 ， 47 （ 16 ）： 34 - 42 .

MAO Sijie ， JIA Yanbing ， ZHANG Qi . Research on emergency control method considering severity of overheating of overload line ［J］. Power System Protection and Control ， 2019 ， 47 （ 16 ）： 34 - 42 .

施鹏佳，文云峰，郭创新，等 . 计及FACTS校正控制策略的电网静态安全风险评估［J］. 电网技术， 2015 ， 39 （ 9 ）： 2565 - 2570 .

SHI Pengjia ， WEN Yunfeng ， GUO Chuangxin ， et al . Power grid risk-based static security assessment considering corrective control strategy of FACTS devices ［J］. Power System Technology ， 2015 ， 39 （ 9 ）： 2565 - 2570 .

傅旭，王锡凡 . 考虑负荷随机特性的静态安全校正控制算法［J］. 电工技术学报， 2008 ， 23 （ 1 ）： 114 - 119 .

FU Xu ， WANG Xifan . A corrective control method considering load stochastic characteristic ［J］. Transactions of China Electrotechnical Society ， 2008 ， 23 （ 1 ）： 114 - 119 .

RABIEE A ， SOROUDI A ， MOHAMMADI-IVATLOO B ， et al . Corrective voltage control scheme considering demand response and stochastic wind power ［J］. IEEE Transactions on Power Systems ， 2014 ， 29 （ 6 ）： 2965 - 2973 .

ROALD L ， MISRA S ， KRAUSE T ， et al . Corrective control to handle forecast uncertainty： a chance constrained optimal power flow ［J］. IEEE Transactions on Power Systems ， 2017 ， 32 （ 2 ）： 1626 - 1637 .

张尚，顾雪平，王涛 . 基于分布鲁棒优化的含风电系统静态安全校正控制方法［J］. 电力自动化设备， 2019 ， 39 （ 2 ）： 58 - 64 .

ZHANG Shang ， GU Xueping ， WANG Tao . Static security corrective control method of wind power-integrated system based on distributional robust optimization ［J］. Electric Power Automation Equipment ， 2019 ， 39 （ 2 ）： 58 - 64 .

马溪原 . 含风电电力系统的场景分析方法及其在随机优化中的应用［D］. 武汉：武汉大学， 2014 .

MA Xiyuan . Scenario analysis and stochastic programming of wind-integrated power systems ［D］. Wuhan ： Wuhan University ， 2014 .

王锡凡 . 现代电力系统分析［M］. 北京：科学出版社， 2003 .

WANG Xifan . Modern power system analysis ［M］. Beijing ： Science Press ， 2003 .

ZHANG Xiaoping . Modeling of FACTS in power flow and optimal power flow analysis ［J］. Automation of Electric Power Systems ， 2005 ， 29 （ 16 ）： 22 - 29 .

燕萍 . 计及频率变化的电力系统仿真潮流程序［J］. 华东电力， 1994 ， 7 ： 13 - 16 .

YAN Ping . The simulation program with consideration of frequency variation for power system ［J］. East China Electric Power ， 1994 ， 7 ： 13 - 16 .

刘宝碇，赵瑞清，王刚 . 不确定规划及应用［M］. 北京：清华大学出版社， 2003 .

LIU Baoding ， ZHAO Ruiqing ， WANG Gang . Uncertain programming with applications ［M］. Beijing ： Tsinghua University Press ， 2003 .

陈雁，文劲宇，程时杰 . 考虑输入变量相关性的概率潮流计算方法［J］. 中国电机工程学报， 2011 ， 31 （ 22 ）： 80 - 87 .

CHEN Yan ， WEN Jinyu ， CHENG Shijie . Probabilistic load flow analysis considering dependencies among input random variables ［J］. Proceedings of the CSEE ， 2011 ， 31 （ 22 ）： 80 - 87 .

PADIYAR K R . Energy function analysis for power system stability ［J］. Electric Machines&Power Systems ， 1990 ， 18 （ 2 ）： 209 - 210 .

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