Journal of Shandong University(Engineering Science) ›› 2022, Vol. 52 ›› Issue (5): 111-122.doi: 10.6040/j.issn.1672-3961.0.2021.459

Previous Articles    

Dynamic economic dispatching method considering time-coupling spinning reserve response risk for power system with high proportion of wind power

SUN Donglei1, YANG Si1, HAN Xueshan2, YE Pingfeng2*, WANG Xian1, LIU Rui1   

  1. 1. Economic &
    Technology Research Institute, State Grid Shandong Electric Power Company, Jinan 250021, Shandong, China;
    2. School of Electrical Engineering, Shandong University, Jinan 250061, Shandong, China
  • Published:2022-10-20

CLC Number: 

  • TM732
[1] 白建华,辛颂旭,刘俊,等. 中国实现高比例可再生能源发展路径研究[J]. 中国电机工程学报,2015,35(14):3699-3705. BAI Jianhua, XIN Songxu, LIU Jun, et al. Roadmap of realizing the high penetration renewable energy in China[J]. Proceedings of the CSEE, 2015, 35(14):3699-3705.
[2] HAND M M, BALDWIN S, DEMEO E, et al. Renewable electricity futures study[R]. Colorado, USA: National Renewable Energy Laboratory, 2014.
[3] SCHELLEKENS G, BATTAGLINI A, LILLIESTAM J, et al. 100% renewable electricity:a roadmap to 2050 for Europe and North Africa[M]. London, Britain:Pricewaterhouse Coopers, 2010: 1-13.
[4] 国家能源局.国家能源局关于印发《风电发展“十三五”规划》的通知[EB/OL].(2016-11-16)[2016-11-29]. http://www.nea.gov.cn/2016-11/29/c_135867633.htm. National Energy Administration. Wind power development in the National Energy Administration on issuing the “Thirteen-Five” planning notice [EB/OL].(2016-11-16)[2016-11-29]. http://www.nea.gov.cn/2016-11/29/c_135867633.htm.
[5] 王士柏,韩学山,杨明,等.计及间歇性特征的电力系统区间经济调度[J].中国电机工程学报,2016,36(11):2966-2977. WANG Shibo, HAN Xueshan, YANG Ming, et al. Interval economic dispatch of power system considering intermittent feature[J]. Proceedings of the CSEE, 2016, 36(11):2966-2977.
[6] 柳进,于继来,柳焯.针对风电间歇性扰动的旋转备用智能优化调度策略[J].中国电机工程学报,2013,33(1):163-170. LIU Jin, YU Jilai, LIU Zhuo. An intelligent optimal dispatch strategy for spinning reserve coping with wind intermittent disturbance[J]. Proceedings of the CSEE, 2013, 33(1):163-170.
[7] 吉兴全,郝晴,张玉敏,等.分布不确定性条件下的N-k分布鲁棒优化机组组合[J].电力系统自动化,2022,46(2):56-64. JI Xingquan, HAO Qing, ZHANG Yumin, et al. Unit commitment based on N-k distributionally robust optimization under uncertain distribution[J]. Automation of Electric Power Systems, 2022, 46(2):56-64.
[8] 吉兴全,张朔,张玉敏,等.基于IELM 算法的配电网故障区段定位[J].电力系统自动化,2021,45(22):157-166. JI Xingquan, ZHANG Shuo, ZHANG Yumin, et al. Fault section location for distribution network based on improved electromagnetism-like machanism algorithm[J]. Automation of Electric Power Systems, 2021, 45(22):157-166.
[9] HAN Xueshan, GOOI H B, KIRSCHEN D S. Dynamic economic dispatch: feasible and optimal solutions[J]. IEEE Transactions on Power Systems, 2001, 16(1):22-28.
[10] 周玮,彭昱,孙辉,等.含风电场的电力系统动态经济调度[J].中国电机工程学报,2009,29(25):13-18. ZHOU Wei, PENG Yu, SUN Hui, et al. Dynamic economic dispatch in wind power integrated system[J]. Proceedings of the CSEE, 2009, 29(25):13-18.
[11] 孙元章,吴俊,李国杰,等.基于风速预测和随机规划的含风电场电力系统动态经济调度[J].中国电机工程学报,2009,29(4):41-47. SUN Yuanzhang, WU Jun, LI Guojie, et al. Dynamic economic dispatch considering wind power penetration based on wind speed forecasting and stochastic programming[J]. Proceedings of the CSEE, 2009, 29(4):41-47.
[12] LEE T Y. Optimal spinning reserve for a wind-thermal power system using EIPSO[J]. IEEE Transactions on Power Systems, 2007, 22(4):1612-1621.
[13] TROY N, DENNY E, O'MALLEY M. Base-load cycling on a system with significant wind penetration[J]. IEEE Transactions on Power Systems, 2010, 25(2):1088-1097.
[14] 刘德伟,郭剑波,黄越辉,等.基于风电功率概率预测和运行风险约束的含风电场电力系统动态经济调度[J].中国电机工程学报,2013,33(16):9-15. LIU Dewei, GUO Jianbo, HUANG Yuehui, et al. Dynamic economic dispatch of wind integrated power system based on wind power probabilistic forecasting and operation risk constraints[J]. Proceedings of the CSEE, 2013, 33(16):9-15.
[15] 韩学山.动态优化调度的积留量法[D].哈尔滨:哈尔滨工业大学,1994. HAN Xueshan. The accumulation variable method of dynamic optimal dispatch[D]. Harbin:Harbin Institute of Technology,1994.
[16] 杨明,韩学山,梁军,等. 计及用户停电损失的动态经济调度方法[J].中国电机工程学报, 2009,29(31): 103-108. YANG Ming, HAN Xueshan, LIANG Jun, et al. Novel solution to dynamic economic dispatch considering customer interruption costs[J]. Proceedings of the CSEE, 2009, 29(31):103-108.
[17] 周玮,孙辉,顾宏,等. 计及风险备用约束的含风电场电力系统动态经济调度[J]. 中国电机工程学报, 2012, 32(1):47-55. ZHOU Wei, SUN Hui, GU Hong, et al. Dynamic economic dispatch of wind integrated power systems based on risk reserve constraints[J]. Proceedings of the CSEE, 2012, 32(1):47-55.
[18] 罗超,杨军,孙元章,等. 考虑备用容量优化分配的含风电电力系统动态经济调度[J]. 中国电机工程学报, 2014,34(34):6109-6118. LUO Chao, YANG Jun, SUN Yuanzhang, et al. Dynamic economic dispatch of wind integrated power system considering optimal scheduling of reserve capacity[J]. Proceedings of the CSEE, 2014, 34(34):6109-6118.
[19] NAVID N. Market solutions for managing ramp flexibility with high penetration of renewable resource[J]. IEEE Trans on Sustainable Energy, 2012, 3(4):784-790.
[20] 鲁宗相,李海波,乔颖. 高比例可再生能源并网的电力系统灵活性评价与平衡机理[J]. 中国电机工程学报,2017,37(1):9-19. LU Zongxiang, LI Haibo, QIAO Ying. Flexibility evaluation and supply/demand balance principle of power system with high-penetration renewable electricity [J]. Proceedings of the CSEE, 2017, 37(1):9-19.
[21] WU C, HUG G, KAR S. Risk-limiting economic dispatch for electricity markets with flexible ramping products[J]. IEEE Trans on Power Systems, 2016, 31(3):1990-2003.
[22] BILLINTON R, ALLAN R N. Reliability evaluation of power systems [M]. New York, America:Plenum Press, 1996:215-224.
[23] ORTEGA-VAZQUEZ M A, KIRSCHEN D S. Estimating the spinning reserve requirements in systems with significant wind power generation penetration[J]. IEEE Transactions on Power Systems, 2009, 24(1):114-124.
[24] FABBRI A, GOMEZSANROMAN T, RIVIERABBAD J, et al. Assessment of the cost associated with wind generation prediction errors in a liberalized electricity market[J]. IEEE Transactions on Power Systems, 2005, 20(3):1440-1446.
[25] MILLER I. Probability, random variables, and stochastic processes[J]. Technometrics, 2012, 8(2): 378-380.
[26] SODER L. Reserve margin planning in a wind-hydro-thermal power system[J]. IEEE Transactions on Power Systems, 1993, 8(2): 564-571.
[27] DOHERTY R, O MALLEY M. A new approach to quantify reserve demand in systems with significant installed wind capacity[J]. IEEE Transactions on Power Systems, 2005, 20(2): 587-595.
[28] BOUFFARD F, GALIANA F D. Stochastic security for operations planning with significant wind power generation[J]. IEEE Transactions on Power Systems, 2008, 23(2): 306-316.
[29] 韩学山,柳焯. 考虑机组爬坡速度和网络安全约束的经济调度解耦算法[J].电力系统自动化,2002,26(13):32-37. HAN Xueshan, LIU Zhuo. Decoupled economic dispatch including unit ramp rate and network security constraints[J]. Automation of Electric Power Systems, 2002, 26(13):32-37.
[30] 孙东磊. 电力系统源、网协同调度的理论研究[D]. 济南:山东大学, 2016. SUN Donglei. Thepretical studies on synergistic dispatch of power source and electric network in power system[D]. Jinan: Shandong University, 2016.
[31] BOUFFARD F, GALIANA F D. An electricity market with a probabilistic spinning reserve criterion[J]. IEEE Transactions on Power Systems, 2004, 19(1):300-307.
[32] HAN K, KIM J H. Genetic quantum algorithm and its application to combinatorial optimization problem[C] //Proceedings of the 2000 Congress on Evolutionary Computation. CEC00(Cat. No.00TH8512). La Jolla, USA: IEEE, 2002.
[33] 杨俊安,庄镇泉,史亮. 多宇宙并行量子遗传算法[J]. 电子学报, 2004, 32(6):923-928. YANG Junan, ZHUANG Zhenquan, SHI Liang. Multi-universe parallel quantum genetic algorithm[J]. Acta Electronica Sinica, 2004, 32(6):923-928.
[34] MILLIGAN M, KIRBY B. Calculating wind integration costs:separating wind energy value from integration cost impacts[R]. Golden,Colorado: National Renewable Energy Laboratory, 2009.
[35] 李卫东,吴海波,武亚光,等.电力市场下AGC 机组调配的遗传算法[J].电力系统自动化,2003,27(15):20-24. LI Weidong, WU Haibo, WU Yaguang, et al. Application of genetic algorithm to agc service dispatch in a deregulated power system [J].Automation of Electric Power Systems, 2003, 27(15):20-24.
[1] Zhiyuan PAN,Chaonan LIU,Hongwei LI,Jing WANG,Wei WANG,Jing LIU,Xin ZHENG. Energy scheduling method of smart home integrated with photovoltaic units based on time-of-use pricing [J]. Journal of Shandong University(Engineering Science), 2020, 50(3): 111-116, 124.
[2] Shizhan SONG,Haoyu CHEN,Jian ZHANG,Kun WANG,Qingshui HAO. Voltage control method of urban distribution network considering street light charging pile access [J]. Journal of Shandong University(Engineering Science), 2020, 50(3): 104-110.
[3] Meng LIU,Dingyi CHENG,Wen ZHANG,Hengxu ZHANG,Kuan LI,Guohui ZHANG,Jianjun SU. Discussion on emergency control of central air conditioner at large receiving-end grid to cope with HVDC blocking fault [J]. Journal of Shandong University(Engineering Science), 2020, 50(1): 72-81.
[4] Runjia SUN,Hainan ZHU,Yutian LIU. Transmission network reconfiguration strategy based on preference multiobjective optimization and genetic algorithm [J]. Journal of Shandong University(Engineering Science), 2019, 49(5): 17-23.
[5] Yutian LIU, Runjia SUN, Hongtao WANG, Xueping GU. Review on application of artificial intelligence in power system restoration [J]. Journal of Shandong University(Engineering Science), 2019, 49(5): 1-8.
[6] YANG Peng-peng,HAN Xue-shan,WANG Jing,MENG Xing-xin . Unit commitment with analytic expression of probability reserve by Lagrangian relaxation method [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(2): 58-62 .
[7] LIAO Huilian, WU Ning, PENG Huakun, CHEN Qi, YE Hua, ZHANG Wen, LI Changgang. Method for determining the optimal sets of switching on alternating current filters in converter stations [J]. Journal of Shandong University(Engineering Science), 2022, 52(5): 77-83.
[8] HAN Xueshan, LI Keqiang. Theoretical study on synergistic dispatch for development of new power system [J]. Journal of Shandong University(Engineering Science), 2022, 52(5): 14-23.
[9] YANG Si, WANG Yan, ZHAO Bincheng, HAN Xueshan, LIU Dong, SUN Donglei. Three-stage collaborative optimal dispatching of distribution network with distributed power generation [J]. Journal of Shandong University(Engineering Science), 2022, 52(5): 55-69.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!