Multi-objective Optimal Dispatch of Integrated Electricity and Natural Gas System with Power to Gas
TAN Zhukui1, QU Kaiping2, LIU Bin1, WANG Dezhi2, YU Tao2
1. Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China;2. School of Electric Power, South China University of Technology, Guangzhou 510640, China
Online:2018-11-01
Supported by:
This work is supported by National Natural Science Foundation of China(No.51477055,No.51777078) and China Southern Power Grid Key Research Program(No.GZKJQQ00000419).
TAN Zhukui, QU Kaiping, LIU Bin, WANG Dezhi, YU Tao. Multi-objective Optimal Dispatch of Integrated Electricity and Natural Gas System with Power to Gas[J]. Electric Power Construction, 2018, 39(11): 51-59.
[1]HUANGA Q,CROW M L,HEYDT G T,et al.The future renewable electric energy delivery and management (FREEDM) system:The energy internet[J].Proceedings of the IEEE,2011,99(1):133-148.
[2]董朝阳,赵俊华,文福拴,等.从智能电网到能源互联网:基本概念与研究框架[J].电力系统自动化,2014,38(15):1-11.
DONG Zhaoyang,ZHAO Junhua,WEN Fushuang,et al.From smart grid to energy internet:Basic concept and research framework[J].Automation of Electric Power Systems,2014,38(15):1-11.
[3]王玮,李睿,姜久春.面向能源互联网的配电系统规划关键问题研究综述与展望[J].高电压技术,2016,42(7):2028-2036.
WANG Wei,LI Rui,JIANG Jiuchun.Key issues and research prospects of distribution system planning orienting to energy internet[J].High Voltage Engineering,2016,42(7):2028-2036.
[4]AN S,LI Q,GEDRA T W.Natural gas and electricity optimal power flow[C]//2003 IEEE PES Transmission and Distribution Conference and Exposition.Dallas,USA:IEEE,2003:138-143.
[5]WOLFD D,SMEERS Y.The gas transmission problem solved by an extension of the simplex algorithm[J].The Gas Transmission Science,2000,46(11):1454-1465.
[6]MOEINI-AGHTAIEM,ABBASPOUR A,FOTUHI-FIRUZABAD M,et al.A decomposed solution to multiple-energy carriers optimal power flow[J].IEEE Transactions on Power Systems,2014,29(2):707-716.
[7]MOEINI-AGHTAIEM,DEHGHANIAN P,FOTUHI-FIRUZABAD M,et al.Multiagent genetic algorithm:An online probabilistic view on economic dispatch of energy hubs constrained by wind availability[J].IEEE Transactions on Sustainable Energy,2014,5(2):699-708.
[8]孙国强,陈霜,卫志农,等.计及相关性的电-气互联系统概率最优潮流[J].电力系统自动化,2015,39(21):11-17.
SUN Guoqiang,CHEN Shuang,WEI Zhinong,et al.Probabilistic optimal power flow of combined natural gas and electric system considering correlation[J].Automation of Electric Power Systems,2015,39(21):11-17.
[9]刘伟佳,文福拴,薛禹胜,等.电转气技术的成本特征与运营经济性分析[J].电力系统自动化,2016,40(24):1-11.
LIU Weijia,WEN Fushuan,XUE Yusheng,et al.Cost characteristics and economic analysis of power-to-gas technology[J].Automation of Electric Power Systems,2016,40(24):1-11.
[10]王一家,董朝阳,徐岩,等.利用电转气技术实现可再生能源的大规模存储与传输(英文)[J].中国电机工程学报,2015,35(14):3586-3595.
WANG Yijia,DONG Zhaoyang,XU Yan,et al.Enabling large-scale energy storage and renewable energy grid connectivity:A power-to-gas approach[J].Proceeding of the CSEE,2015,35(14):3586-3595.
[11]DASI,DENNIS J E.Normal-boundary intersection:A new method for generating the Pareto surface in nonlinear multicriteria optimization problems[J].SIAM Journal of Optimization,1998,8(3):631-657.
[12]ROMANC,ROSEHART W.Evenly distributed Pareto points in multi-objective optimal power flow[J].IEEE Transactions on Power Systems,2006,21(2):1011-1012.
[13]邱晓燕,赵劲帅,史光耀,等.基于HSMOPSO算法的微电网经济与环保协同优化方法[J].高电压技术,2017,43(4):1223-1230.
QIU Xiaoyan,ZHAO Jinshuai,SHI Guangyao,et al.Collaborative optimization method of economic and environment in microgrid based on HSMOPSO[J].High Voltage Engineering,2017,43(4):1223-1230.
[14]王正新.基于马氏距离的TOPSIS决策方法及其应用[J].经济数学,2012,29(2):17-20.
WANG Zhengxin.Mahalanobis distance-based TOPSIS decision making method and its application[J].Journal of Quantitative Economics,2012,29(2):17-20.
[15]肖先勇,崔灿,汪洋,等.电压暂降分类特征可比性、相关性及马氏距离分类法[J].中国电机工程学报,2015,35(6):1299-1305.
XIAO Xianyong, CUI Can, WANG Yang, et al.Comparability and relevance of voltage sag classifying features and classification methods based on Mahalanobis distance[J].Proceedings of the CSEE,2015,35(6):1299-1305.
[16]盛四清,孙晓霞.利用风蓄联合削峰的电力系统经济调度[J].电网技术,2014,38(9):2484-2489.
SHENG Siqing,SUN Xiaoxia.An economic dispatching strategy of peak load shifting by wind farm and pumped storage plant[J].Power System Technology,2014,38(9):2484-2489.
[17]孙国强,李逸驰,向育鹏,等.计及风速时空相关性的含风电场电力系统动态随机最优潮流计算[J].中国电机工程学报,2015,35(17):4308-4317.
SUN Guoqiang,LI Yichi,XIANG Yupeng,et al.Dynamic stochastic optimal power flow of wind integrated power system considering temporal and spatial correlation of wind speed[J].Proceedings of the CSEE,2015,35(17):4308-4317.
[18]CORREA-POSADACM,SANCHEZ-MARTIN P.Integrated power and natural gas model for energy adequacy in short-term operation[J].IEEE Transactions on Power Systems,2015,30(6):3347-55.
[19]冯士刚,艾芊.利用强度 Pareto 进化算法的多目标无功优化[J].高电压技术,2007,33(9):115-119.
FENG Shigang,AI Qian.Multi-objective reactive power optimization using SPEA[J].High Voltage Engineering,2007,33(9):115-119.
[20]郭亚军.综合评价理论方法及应用[M].北京:科学出版社,2007.
GUO Yajun.Comprehensive evaluation theory and application[M].Beijing:Science Press,2007.
[21]ZIMMERMANR,MURILLO-SANCHEZ C,GAN D.MATPOWER 4.0[EB/OL].Ithaca,NY:Cornell University,2011.
[22]MUNOZJ,JIMENEZ-REDONDO N,PEREZ-RUIZ J,et al.Natural gas network modeling for power systems reliability studies[C]//IEEE Bologna Power Tech Conference. Bologna,Italy: IEEE,2003:8.