郭创新;王惠如;张伊宁;何宇斌;

• 1:浙江大学电气工程学院

摘要(Abstract)：

区域能源互联网是解决当前能源与环境问题的重要途径。在区域能源互联网逐步构建,综合能源市场快速发展,"源-网-荷"互动日益增强的现实背景下,有必要将电力、天然气、热力和交通等多能源系统的规划结合起来,把能源转化利用与综合需求响应结合起来,把供能网络规划与源、荷能量枢纽规划结合起来。在介绍区域能源互联网概念、特征与源、荷模型基础上,分别从"网"络层面对多供能网络联合规划进行梳理,从负"荷"层面探讨联合规划中综合需求响应策略及其影响。在此基础上扩展到"源-网-荷"综合的系统层面,对基于能量枢纽的多能"源-网-荷"协同规划进行讨论。最后对相关领域未来研究方向进行展望。

关键词(KeyWords)： 区域能源互联网;“源-网-荷”协同互动;能量枢纽;多能协同规划;综合需求响应

Abstract:

Keywords:

基金项目(Foundation): 国家重点研发计划资助项目(2016YFB0900100);; 国家自然科学基金重点项目(51537010)~~

作者(Author): 郭创新;王惠如;张伊宁;何宇斌;

Email:

DOI:

参考文献(References)：

• [1]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 Fushuan,et al.From smart grid to energy internet:basic concept and research framework[J].Automation of Electric Power Systems,2014,38(15):1-11(in Chinese)．
• [2]舒印彪，张智刚，郭剑波，等．新能源消纳关键因素分析及解决措施研究[J]．中国电机工程学报，2017,37(1):1-8.Shu Yinbiao,Zhang Zhigang,Guo Jianbo,et al.Study on key factors and solution of renewable energy accommodation[J].Proceedings of the CSEE,2017,37(1):1-8(in Chinese)．
• [3]董今妮，孙宏斌，郭庆来，等．面向能源互联网的电-气耦合网络状态估计技术[J]．电网技术，2018,42(2):400-408.Dong Jinni,Sun Hongbin,Guo Qinglai,et al.State estimation of combined electric-gas networks for energy Internet[J].Power System Technology,2018,42(2):400-408(in Chinese)．
• [4]Rifkin J.The third industrial revolution:how lateral power is transforming energy,the economy,and the world[M].New York:Palgrave MacMillan,2011:24-71．
• [5]贾宏杰，王丹，徐宪东，余晓丹．区域综合能源系统若干问题研究[J]．电力系统自动化，2015,39(7):198-207.Jia Hongjie,Wang Dan,Xu Xiandong,et al.Research on some key problems related to integrated energy systems[J].Automation of Electric Power Systems,2015,39(7):198-207(in Chinese)．
• [6]蒲天骄，刘克文，陈乃仕，等．基于主动配电网的城市能源互联网体系架构及其关键技术[J]．中国电机工程学报，2015,35(14):3511-3521.Pu Tianjiao,Liu Kewen,Chen Naishi,et al.Design of ADN based urban energy internet architecture and its technological issues[J].Proceedings of the CSEE,2015,35(14):3511-3521(in Chinese)．
• [7]宋晨辉，冯健，杨东升，等．考虑系统耦合性的综合能源协同优化[J]．电力系统自动化，2018,42(10):38-45.Song Chenhui,Feng Jian,Yang Dongsheng,et al.Collaborative optimization of integrated energy considering system coupling[J].Automation of Electric Power Systems,2018,42(10):38-45(in Chinese)．
• [8]Wang D,Liu L,Jia H,et al.Review of key problems related to integrated energy distribution systems[J].CSEE Journal of Power and Energy Systems,2018,4(2):130-145．
• [9]李阳，郇嘉嘉，曹华珍，等．基于综合能源协同优化的配电网规划策略[J]．电网技术，2018,42(5):1393-1400.Li Yang,Huan Jiajia,Cao Huazhen,et al.Distribution network planning strategy based on integrated energy collaborative optimization[J].Power System Technology,2018,42(5):1393-1400(in Chinese)．
• [10]吴建中．欧洲综合能源系统发展的驱动与现状[J]．电力系统自动化，2016,40(5):1-7.Wu Jianzhong.Drivers and state-of-the-art of integrated energy systems in Europe[J].Automation of Electric Power Systems,2016,40(5):1-7(in Chinese)．
• [11]封红丽．国内外综合能源服务发展现状及商业模式研究[J]．电器工业，2017(6):34-42.Feng Hongli.Development status and business mode of comprehensive energy services at home and abroad[J].China Electrical Equipment Industry,2017(6):34-42(in Chinese)．
• [12]国务院．关于积极推进“互联网+”行动的指导意见[EB/OL].(2015-07-04).http://www.gov.cn/zhengce/content/2015-07/04/conten t_10002.htm．
• [13]国家发展改革委，国家能源局．关于推进多能互补集成优化示范工程建设的实施意见[EB/OL].(2016-07-06).http://www.ndrc.gov.cn/gzdt/201607/t20160706_810658.html．
• [14]王伟亮，王丹，贾宏杰，等．能源互联网背景下的典型区域综合能源系统稳态分析研究综述[J]．中国电机工程学报，2016,36(12):3292-3305.Wang Weiliang,Wang Dan,Jia Hongjie,et al.Review of steady-state analysis of typical regional integrated energy system under the background of energy Internet[J].Proceedings of the CSEE,2016,36(12):3292-3305(in Chinese)．
• [15]李逐云，雷霞，邱少引，等．考虑“源-网-荷”三方利益的主动配电网协调规划[J]．电网技术，2017,41(2):378-386.Li Zhuyun,Lei Xia,Qiu Shaoyin,et al.Coordinated planning of active distribution network considering“source-grid-load”benefits[J].Power System Technology,2017,41(2):378-386(in Chinese)．
• [16]Yan M,He Y,Shahidehpour M,et al.Coordinated regional-district operation of integrated energy systems for resilience enhancement in natural disasters[J/OL].IEEE Transactions on Smart Grid,(2018-09-14).https://ieeexplore.ieee.org/document/8466024,2018:1-1．
• [17]龚钢军，高爽，陆俊，等．地市级区域能源互联网安全可信防护体系研究[J]．中国电机工程学报，2018,38(10):2861-2873.Gong Gangjun,Gao Shuang,Lu Jun,et al.Study on secure trusted protection architecture for prefecture-level[J].Proceedings of the CSEE,2018,38(10):2861-2873(in Chinese)．
• [18]Shao C,Ding Y,Wang J,et al.Modeling and integration of flexible demand in heat and electricity integrated energy system[J].IEEETransactions on Sustainable Energy,2018,9(1):361-370．
• [19]Islam M M,Shareef H,Mohamed A.Optimal location and sizing of fast charging stations for electric vehicles by incorporating traffic and power networks[J].IET Intelligent Transport Systems,2018,12(8):947-957．
• [20]孙宏斌，郭庆来，潘昭光．能源互联网：理念、架构与前沿展望[J]．电力系统自动化，2015,39(19):1-8.Sun Hongbin,Guo Qinglai,Pan Zhaoguang.Energy internet:concept,architecture and frontier outlook[J].Automation of Electric Power Systems,2015,39(19):1-8(in Chinese)．
• [21]姚建国，杨胜春，王珂，等．智能电网“源-网-荷”互动运行控制概念及研究框架[J]．电力系统自动化，2012,36(21):1-6.Yao Jianguo,Yang Shengchun,Wang Ke,et al.Concept and research framework of smart grid“source-grid-load”interactive operation and control[J].Automation of Electric Power Systems,2012,36(21):1-6(in Chinese)．
• [22]曾鸣，杨雍琦，刘敦楠，等．能源互联网“源-网-荷-储”协调优化运营模式及关键技术[J]．电网技术，2016,40(1):114-124.Zeng Ming,Yang Yongqi,Liu Dunnan,et al．“Generation-gridload-storage”coordinative optimal operation mode of energy Internet and key technologies[J].Power System Technology,2016,40(1):114-124(in Chinese)．
• [23]刘敦楠，徐尔丰，许小峰．面向园区微网的“源-网-荷-储”一体化运营模式[J]．电网技术，2018,42(3):681-689.Liu Dunnan,Xu Erfeng,Xu Xiaofeng．“Source-network-load-storage”integrated operation model for microgrid in park[J].Power System Technology,2018,42(3):681-689(in Chinese)．
• [24]殷爽睿，艾芊，曾顺奇，等．能源互联网多能分布式优化研究挑战与展望[J]．电网技术，2018,42(5):1359-1369.Yin Shuangrui,Ai Qian,Zeng Shunqi,et al.Challenges and prospects of multi-energy distributed optimization for energy Internet[J].Power System Technology,2018,42(5):1359-1369(in Chinese)．
• [25]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(in Chinese)．
• [26]马钊，周孝信，尚宇炜，等．能源互联网概念、关键技术及发展模式探索[J]．电网技术，2015,39(11):3014-3022.Ma Zhao,Zhou Xiaoxin,Shang Yuwei,et al.Exploring the concept,key technologies and development model of energy Internet[J].Power System Technology,2015,39(11):3014-3022(in Chinese)．
• [27]Ming Y,Yang J,Cao J,et al.Distributed energy sharing in energy internet through distributed averaging[J].Tsinghua Science and Technology,2018,23(3):233-242．
• [28]陈柏森，廖清芬，刘涤尘，等．区域综合能源系统的综合评估指标与方法[J]．电力系统自动化，2018,42(4):174-182.Chen Baisen,Liao Qingfen,Liu Dichen,et al.Comprehensive evaluation indices and methods for regional integrated energy system[J].Automation of Electric Power Systems,2018,42(4):174-182(in Chinese)．
• [29]尹晨晖，杨德昌，耿光飞，等．德国能源互联网项目总结及其对我国的启示[J]．电网技术，2015,39(11):3040-3049.Yin Chenhui,Yang Dechang,Geng Guangfei,et al.Summary of energy internet projects in Germany and its enlightenment to China[J].Power System Technology,2015,39(11):3040-3049(in Chinese)．
• [30]Cheng L,Yu T,Jiang H,et al.Energy internet access equipment integrating cyber-physical systems:concepts,key technologies,system development,and application prospects[J].IEEE Access,2019(7):23127-23148．
• [31]Geidl M,Koeppel G,Favre-perrod P,et al.Energy hubs for the future[J].IEEE Power and Energy Magazine,2007,5(1):24-30．
• [32]Tian X,Zhao R.Energy network flow model and optimization based on energy hub for big harbor industrial park[J].Journal of Coastal Research,2015(73):298-303．
• [33]Bahrami S,Safe F.A financial approach to evaluate an optimized combined cooling,heat and power system[J].Energy&Power Engineering,2013,5(5):352-362．
• [34]Rastegar M,Fotuhi-firuzabad M,Lehtonen M.Home load management in a residential energy hub[J].Electric Power Systems Research,2015(119):322-328．
• [35]Sheikhi A,Ranjbar A M,Safe F.A novel method to determine the best size of CHP for an energy hub system[C]//2011 2nd International Conference on Electric Power and Energy Conversion Systems(EPECS).Sharjah,United Arab Emirates:IEEE,2011:1-7．
• [36]Pasban-gajan A,Moeini-aghtaie M,Parvini Z,et al.Optimal scheduling of renewable-based energy hubs considering time-of-use pricing scheme[C]//2017 Smart Grid Conference(SGC).Tehran:IEEE,2017:1-6．
• [37]罗艳红，梁佳丽，杨东升，等．计及可靠性的电-气-热能量枢纽配置与运行优化[J]．电力系统自动化，2018,42(4):47-54.Luo Yanhong,Liang Jiali,Yang Dongsheng,et al.Configuration and operation optimization of electricity-gas-heat energy hub considering reliability[J].Automation of Electric Power Systems,2018,42(4):47-54(in Chinese)．
• [38]吴奎华，杨中源，梁荣，等．具有两种制冷方式的CCHP系统优化运行策略及其判别条件[J]．电力系统自动化，2018,42(6):18-24.Wu Kuihua,Yang Zhongyuan,Liang Rong,et al.Optimal operation strategies and their determining conditions for CCHP systems with two cooling ways[J].Automation of Electric Power Systems,2018,42(6):18-24(in Chinese)．
• [39]Clegg S,Mancarella P.Integrated modeling and assessment of the operational impact of power-to-gas(P2G)on electrical and gas transmission networks[J].IEEE Transactions on Sustainable Energy,2015,6(4):1234-1244．
• [40]Duan J,Jin Z.Research on improving flexibility of integrated power and gas energy system considering P2G and demand response[C]//2017 IEEE Conference on Energy Internet and Energy System Integration(EI2).Beijing:IEEE,2017:1-6．
• [41]刘涤尘，彭思成，廖清芬，等．面向能源互联网的未来综合配电系统形态展望[J]．电网技术，2015,39(11):3023-3034.Liu Dichen,Peng Sicheng,Liao Qingfen,et al.Outlook of future integrated distribution system morphology orienting to energy internet[J].Power System Technology,2015,39(11):3023-3034(in Chinese)．
• [42]胡泽春，宋永华，徐智威，等．电动汽车接入电网的影响与利用[J]．中国电机工程学报，2012,32(4):1-10.Hu Zechun,Song Yonghua,Xu Zhiwei,et al.Impact and utilization of electric vehicles integration into power systems[J].Proceedings of the CSEE,2012,32(4):1-10(in Chinese)．
• [43]Ziari I,Ledwich G,Ghosh A,et al.Integrated distribution systems planning to improve reliability under load growth[J].IEEETransactions on Power Delivery,2012,27(2):757-765．
• [44]Xiao H,Pei W,Dong Z,et al.Bi-level planning for integrated energy systems incorporating demand response and energy storage under uncertain environments using novel metamodel[J].CSEE Journal of Power and Energy Systems,2018,4(2):155-167．
• [45]Saldarriaga C A,Hincapie R A,Salazar H.An integrated expansion planning model of electric and natural gas distribution systems considering demand uncertainty[C]//2015 IEEE Power Energy Society General Meeting.Denver,CO,USA:IEEE,2015:1-5．
• [46]税月，刘俊勇，高红均，等．考虑风电不确定性的电气能源系统两阶段分布鲁棒协同调度[J]．电力系统自动化，2018,42(13):43-50.Shui Yue,Liu Junyong,Gao Hongjun,et al.Two-stage distributed robust cooperative dispatch for integrated electricity and natural gas energy system considering uncertainty of wind power[J].Automation of Electric Power Systems,2018,42(13):43-50(in Chinese)．
• [47]Liu J,Gao H,Ma Z,et al.Review and prospect of active distribution system planning[J].Journal of Modern Power Systems and Clean Energy,2015,3(4):457-467．
• [48]邢海军，程浩忠，张沈习，等．主动配电网规划研究综述[J]．电网技术，2015,39(10):2705-2711.Xing Haijun,Cheng Haozhong,Zhang Shenxi,et al.Review of active distribution network planning[J].Power System Technology,2015,39(10):2705-2711(in Chinese)．
• [49]马溪原，郭晓斌，雷金勇．面向多能互补的分布式光伏与气电混合容量规划方法[J]．电力系统自动化，2018,42(4):55-63.Ma Xiyuan,Guo Xiaobin,Lei Jinyong.Capacity planning method of distributed PV and P2G in multi-energy coupled system[J].Automation of Electric Power Systems,2018,42(4):55-63(in Chinese)．
• [50]高颂九．配电网地理信息系统在县城配电网规划与设计中的应用[J]．电网技术，2001,25(12):67-70.Gao Songjiu.Application of geography information system in planning and design of county distribution networks[J].Power System Technology,2001,25(12):67-70(in Chinese)．
• [51]刘柏良，黄学良，李军，等．含分布式电源及电动汽车充电站的配电网多目标规划研究[J]．电网技术，2015,39(2):450-456.Liu Bailiang,Huang Xueliang,Li Jun,et al.Multi-objective planning of distribution network containing distributed generation and electric vehicle charging stations[J].Power System Technology,2015,39(2):450-456(in Chinese)．
• [52]Urbina M,Li Z.Modeling and analyzing the impact of interdependency between natural gas and electricity infrastructures[C]//IEEE Power and Energy Society General MeetingConversion and Delivery of Electrical Energy in the 21st Century.Pittsburgh,USA:IEEE,2008:1-6．
• [53]王伟亮，王丹，贾宏杰，等．考虑天然气网络状态的电力-天然气区域综合能源系统稳态分析[J]．中国电机工程学报，2017,37(5):1293-1304.Wang Weiliang,Wang Dan,Jia Hongjie,et al.Steady state analysis of electricity-gas regional integrated energy system with consideration of NGS network status[J].Proceedings of the CSEE,2017,37(5):1293-1304(in Chinese)．
• [54]高滢，王芃，薛友，等．计及需求侧管理的电-气集成能源系统协同规划[J]．电力系统自动化，2018,42(13):3-11.Gao Ying,Wang Peng,Xue You,et al.Collaborative planning of integrated electricity-gas energy systems considering demand side management[J].Automation of Electric Power Systems,2018,42(13):3-11(in Chinese)．
• [55]程耀华，张宁，康重庆，等．低碳多能源系统的研究框架及展望[J]．中国电机工程学报，2017,37(14):4060-4069.Cheng Yaohua,Zhang Ning,Kang Chongqing,et al.Research framework and prospects of low-carbon multiple energy systems[J].Proceedings of the CSEE,2017,37(14):4060-4069(in Chinese)．
• [56]王辉，王贵斌，赵俊华，等．考虑交通网络流量的电动汽车充电站规划[J]．电力系统自动化，2013,37(13):63-69.Wang Hui,Wang Guibin,Zhao Junhua,et al.Optimal planning for electric vehicle charging stations considering traffic network flows[J].Automation of Electric Power Systems,2013,37(13):63-69(in Chinese)．
• [57]雷德明，严新平．多目标智能优化算法及其应用[M]．北京：科学出版社，2009:41-43．
• [58]刘洪，李荣，葛少云，等．考虑出租车随机行为特性及路网行程时间可靠性的充电站多目标规划[J]．电网技术，2016,40(2):433-441.Liu Hong,Li Rong,Ge Shaoyun,et al.Multiple objective planning for electric taxi charging station considering random-probability behavioral trait of taxi and travel time reliability[J].Power System Technology,2016,40(2):433-441(in Chinese)．
• [59]胡源，别朝红，李更丰，等．天然气网络和电源、电网联合规划的方法研究[J]．中国电机工程学报，2017,37(1):45-53.Hu Yuan,Bie Zhaohong,Li Gengfeng,et al.Integrated planning of natural gas network and composite power system[J].Proceedings of the CSEE,2017,37(1):45-53(in Chinese)．
• [60]Saldarriaga C A,HincapiéR A,Salazar H.A holistic approach for planning natural gas and electricity distribution networks[J].IEEETransactions on Power Systems,2013,28(4):4052-4063．
• [61]Pourbabak H,Luo J,Chen T,et al.A novel consensus-based distributed algorithm for economic dispatch based on local estimation of power mismatch[J].IEEE Transactions on Smart Grid,2018,9(6):5930-5942．
• [62]李振坤，田源，董成明，等．基于随机潮流的含电动汽车配电网内分布式电源规划[J]．电力系统自动化，2014,38(16):60-66.Li Zhenkun,Tian Yuan,Dong Chengming,et al.Distributed generators programming in distribution network involving vehicle to grid based on probabilistic power flow[J].Automation of Electric Power Systems,2014,38(16):60-66(in Chinese)．
• [63]He C,Wu L,Liu T,et al.Robust co-optimization scheduling of electricity and natural gas systems via ADMM[J].IEEE Transactions on Sustainable Energy,2017,8(2):658-670．
• [64]周玮，胡姝博，孙辉，等．考虑大规模风电并网的电力系统区间非线性经济调度研究[J]．中国电机工程学报，2017,37(2):557-563.Zhou Wei,Hu Shubo,Sun Hui,et al.Interval nonlinear economic dispatch in large scale wind power integrated system[J].Proceedings of the CSEE,2017,37(2):557-563(in Chinese)．
• [65]Alabdulwahab A,Abusorrah A,Zhang X,et al.Coordination of interdependent natural gas and electricity infrastructures for firming the variability of wind energy in stochastic day-ahead scheduling[J].IEEE Transactions on Sustainable Energy,2015,6(2):606-615．
• [66]曾鸣，武赓，李冉，等．能源互联网中综合需求侧响应的关键问题及展望[J]．电网技术，2016,40(11):3391-3398.Zeng Ming,Wu Geng,Li Ran,et al.Key problems and prospects of integrated demand response in energy internet[J].Power System Technology,2016,40(11):3391-3398(in Chinese)．
• [67]Bahrami S,Sheikhi A.From demand response in smart grid toward integrated demand response in smart energy hub[J].IEEETransactions on Smart Grid,2016,7(2):650-658．
• [68]Sheikhi A,Rayati M,Bahrami S,et al.Integrated demand side management game in smart energy hubs[J].IEEE Transactions on Smart Grid,2015,6(2):675-683．
• [69]何蕾．基于需求侧综合响应的热电联供型微网运行优化[J]．电测与仪表，2018,55(7):47-52.He Lei.Optimal operation of combined heat and power micro-grid based on integrated demand response[J].Electrical Measurement&Instrumentation,2018,55(7):47-52(in Chinese)．
• [70]刘念，王程，雷金勇．市场模式下光伏用户群的电能共享与需求响应模型[J]．电力系统自动化，2016,40(16):49-55.Liu Nian,Wang Cheng,Lei Jinyong.Power energy sharing and demand response model for photovoltaic prosumer cluster under market environment[J].Automation of Electric Power Systems,2016,40(16):49-55(in Chinese)．
• [71]代业明，高岩，高红伟，等．智能住宅小区的需求响应主从博弈模型[J]．电力系统自动化，2017,41(15):88-94.Dai Yeming,Gao Yan,Gao Hongwei,et al.Leader-follower game model for demand response in smart residential grid[J].Automation of Electric Power Systems,2017,41(15):88-94(in Chinese)．
• [72]彭文昊，陆俊，冯勇军，等．计及用户参与不确定性的需求响应策略优化方法[J]．电网技术，2018,42(5):1588-1594.Peng Wenhao,Lu Jun,Feng Yongjun,et al.A demand response strategy optimization considering user participation uncertainty[J].Power System Technology,2018,42(5):1588-1594(in Chinese)．
• [73]崔鹏程，史俊祎，文福拴，等．计及综合需求侧响应的能量枢纽优化配置[J]．电力自动化设备，2017,37(6):101-109.Cui Pengcheng,Shi Junyi,Wen Fushuan,et al.Optimal energy hub configuration considering integrated demand response[J].Electric Power Automation Equipment,2017,37(6):101-109(in Chinese)．
• [74]Song J,Jiang S,Zhang P,et al.Real-time digital co-simulation method of smart grid for integrating large-scale demand response resources[J].CIRED-Open Access Proceedings Journal,2017,2017(1):1949-1953．
• [75]Shao C,Ding Y,Siano P,et al.A framework for incorporating demand response of smart buildings into the integrated heat and electricity energy system[J].IEEE Transactions on Industrial Electronics,2019,66(2):1465-1475．
• [76]郭尊，李庚银，周明，等．计及综合需求响应的商业园区能量枢纽优化运行[J]．电网技术，2018,42(8):2439-2447.Guo Zun,Li Gengyin,Zhou Ming,et al.Optimal operation of energy hub in business park considering integrated demand response[J].Power System Technology,2018,42(8):2439-2447(in Chinese)．
• [77]Price J E.Challenges,opportunities,and approaches for integrating demand response in markets[C]//2017 IEEE Power&Energy Society General Meeting.Chicago,IL:IEEE,2017:1-5．
• [78]武赓，曾博，李冉，等．区块链技术在综合需求侧响应资源交易中的应用模式研究[J]．中国电机工程学报，2017,37(13):3717-3728.Wu Geng,Zeng Bo,Li Ran,et al.Research on the application of blockchain in the integrated demand response resource transaction[J].Proceedings of the CSEE,2017,37(13):3717-3728(in Chinese)．
• [79]王毅，张宁，康重庆．能源互联网中能量枢纽的优化规划与运行研究综述及展望[J]．中国电机工程学报，2015,35(22):5669-5681.Wang Yi,Zhang Ning,Kang Chongqing.Review and prospect of optimal planning and operation of energy hub in energy Internet[J].Proceedings of the CSEE,2015,35(22):5669-5681(in Chinese)．
• [80]Zhang X,Che L,Shahidehpour M,et al.Reliability-based optimal planning of electricity and natural gas interconnections for multiple energy hubs[J].IEEE Transactions on Smart Grid,2017,8(4):1658-1667．
• [81]艾芊，郝然．多能互补、集成优化能源系统关键技术及挑战[J]．电力系统自动化，2018,42(4):2-10.Ai Qian,Hao Ran.Key technologies and challenges for multi-energy complementarity and optimization of integrated energy system[J].Automation of Electric Power Systems,2018,42(4):2-10(in Chinese)．
• [82]Maroufmashat A,Fowler M,Khavas S S,et al.Mixed integer linear programing based approach for optimal planning and operation of a smart urban energy network to support the hydrogen economy[J].International Journal of Hydrogen Energy,2016,41(19):7700-7716．
• [83]Zhou X,Guo C,Wang Y,et al.Optimal expansion co-planning of reconfigurable electricity and natural gas distribution systems incorporating energy hubs[J].Energies,2017,10(1):124．
• [84]Zhang X,Shahidehpour M,Alabdulwahab A,et al.Optimal expansion planning of energy hub with multiple energy infrastructures[J].IEEETransactions on Smart Grid,2015,6(5):2302-2311．
• [85]Yang F,Yuan X,Bai H,et al.Collaborative planning of integrated natural gas and power supply system considering P2G technique[C]//2018 China International Conference on Electricity Distribution(CICED).Tianjin:CICED,2018:2216-2220．
• [86]吴聪，唐巍，白牧可，等．基于能源路由器的用户侧能源互联网规划[J]．电力系统自动化，2017,41(4):20-28.Wu Cong,Tang Wei,Bai Muke,et al.Energy router based planning of energy internet at user side[J].Automation of Electric Power Systems,2017,41(4):20-28(in Chinese).