郝广涛,韩学山,梁军,张学清

• 1:莆田学院新能源装备检测福建高校重点实验室
• 2:电网智能化调度与控制教育部重点实验室(山东大学)
• 3:国网烟台供电公司

摘要(Abstract)：

受节能减排等政策的驱动,可再生能源发电以集中、分布或微网的形式大规模地并入电网,使电网中的电源形式(如风、光、储、火、水等)日趋多样化。这些电源分散分布于电网的各个部分,使电网的电源无论在地域分布上还是容量大小上都呈现不均衡性。为了最大化利用电网各地域的可再生能源发电,考虑到其具有波动性和不确定性,因此必须统筹电网各地域的风、光、储、火、水等资源,使其互为补充。然而,电网各地域的信息是分散管理的,使得现有的集中调控方法陷入困境。对此,综述了目前国内外集中式、分散式的电力系统调度与控制研究成果,并探讨在此背景下电力系统调度与控制的发展方向。

关键词(KeyWords)： 调度;控制;可再生能源发电;集中;分散

Abstract:

Keywords:

基金项目(Foundation): 国家重点基础研究发展计划资助项目(973计划)(2013CB228205);; 国家自然科学基金资助项目(51177091,51477091);; 福建省自然科学基金资助项目(2020J01917);; 莆田学院资助项目(2018087)

作者(Author): 郝广涛,韩学山,梁军,张学清

DOI: 10.19635/j.cnki.csu-epsa.000392

参考文献(References)：

• [1]Soroudi A,Ehsan M,Caire R,et al.Hybrid immune-genetic algorithm method for benefit maximisation of distribution network operators and distributed generation owners in a deregulated environment[J].IET Generation,Transmission&Distribution,2011,5(9):961-972.
• [2]胡飞雄，何广春（Hu Feixiong,He Guangchun）.南方电网西电东送节能减排效益分析（Energy-saving and emission reduction benefit analysis on west-to-east transmission project of china southern power grid)[J].电力系统自动化（Automation of Electric Power Systems),2014,38(17):20-24.
• [3]Kron G.Tensorial analysis of integrated transmission systems[J].AIEE Transactions,1951,70(1):1239-1248;1952,7(11):502-512.
• [4]Kirchmayer L K,Stagg G W.Analysis of total and incremental losses in transmission systems[J].AIEE Transactions,1951,70(II):1197-1205.
• [5]Carpentier J.Contribution aletude du Dispatching Economique.Bulletin ed la Societe Francaisedes Electriciens,1962,3(1):431-447.
• [6]Wells D W.Method for economic secure loading of a power system[J].IET Journals&Magazines,1968,115(8):1190-1194.
• [7]Stadlin W O.Economic allocation of regulating margin[J].IEEE Trans on Power Systems,1971,7(4):1776-1781.
• [8]Bechart T E,Kwatny H G.On the optimal dynamic dispatch of real power[J].IEEE Trans on Power Systems,1972,5(91):889-898.
• [9]Ross D W,Kim S.Dynamic economic dispath of generation[J].IEEE Transactions on Power Systems,1980,6(99):2060-2068
• [10]王永刚，韩学山，王宪荣（Wang Yonggang,Han Xueshan,Wang Xianrong）.动态优化潮流（Dynamic optimal load flow)[J].中国电机工程学报（Proceedings of the CSEE),1997,17(3):195-198.
• [11]Xie K,Song Y H.Dynamic optimal power flow by interior point methods[J].IET Generation,Transmission&Distribution,2001,148(1):76-84.
• [12]Nejdawi I M,Clements K A,Kimball I M.Nonlinear optimal power flow with intertemporal constraints[J].IEEEPower Engineering Review,2000,20(5):74-75.
• [13]Vlachogiannis J G,Lee K Y.Determining generator contributions to transmission system using parallel vector evaluated particle swarm optimization[J].IEEE Trans on Power Systems,2005,20(4):1765-1774.
• [14]Majumdar S,Chattopadhyay D,Parikh J.Interruptible load management using optimal power flow analysis[J].IEEE Trans on Power Systems,1996,11(2):715-720.
• [15]李滨，韦化，农蔚涛，等（Li Bin,Wei Hua,Nong Weitao,et al）.基于现代内点理论的互联电网控制性能评价标准下的AGC控制策略（AGC control strategy under control performance standard for interconnected power grid based on optimization theory)[J].中国电机工程学报（Proceedings of the CSEE),2008,28(25):56-61.
• [16]韦昌福（Wei Changfu）.基于现代内点法含频率预测的AGC控制策略研究（AGC control strategy based on modern interior point method with frequency prediction)[D].桂林：广西大学（Guilin:Guangxi University),2011.
• [17]Luo W,Shi Y.Automatic generation control strategies under CPS based on particle swarm optimization algorithm[C]//International Conference on Electrical and Control Engineering.Wuhan,China,2010.
• [18]刘斌，王克英，余涛，等（Liu Bin,Wang Keying,Yu Tao,et al).PSO算法在互联电网CPS功率调解中的应用研究（Study on the application of particle swarm optimization algorithm to power regulation of CPS in interconnected power grids)[J].电力系统保护与控制（Power System Protection and Control),2009,37(6):36-39,52.
• [19]Taylor C W,Cresap R L.Real-time power system simulation for automatic generation control[J].IEEE Trans on Power Apparatus and Systems,1976,95(1):375-384.
• [20]郑延海，张小白，钱玉妹，等（Zheng Yanhai,Zhang Xiaobai,Qian Yumei,et al）.电力系统实时安全约束调度的混合算法（Hybrid algorithm for real-time security constrained dispatch of power system)[J].电力系统自动化（Automation of Electric Power Systems),2005,29(12):49-52.
• [21]张小白，高宗和，钱玉妹，等（Zhang Xiaobai,Gao Zonghe,Qian Yumei,et al）.用AGC实现稳定断面越限的预防和校正控制（Implementation of preventive and remedial control for tie line overload by use of automatic generation control)[J].电网技术（Power System Technology),2005,29(19):55-59.
• [22]张伯明，吴文传，郑太一，等（Zhang Boming,Wu Wenchuan,Zheng Taiyi,et al）.消纳大规模风电的多时间尺度协调的有功调度系统设计（Design of a multi-time scale coordinated active power dispatching system for accommodating large scale wind power penetration)[J].电力系统自动化（Automation of Electric Power Systems),2011,35(1):1-6.
• [23]沈伟，吴文传，张伯明，等（Shen Wei,Wu Wenchuan,Zhang Boming,et al）.消纳大规模风电的在线滚动调度策略与模型（An on-line rolling generation dispatch method and model for accommodating large-scale wind power)[J].电力系统自动化（Automation of Electric Power Systems),2011,35(22):136-140.
• [24]陈建华，吴文传，张伯明，等（Chen Jianhua,Wu Wenchuan,Zhang Boming,et al）.消纳大规模风电的热电联产机组滚动调度策略（A rolling generation dispatch strategy for co-generation units accommodating large-scale wind power integration)[J].电力系统自动化（Automation of Electric Power Systems),2012,36(24):21-27.
• [25]王洪涛，何成明，房光华，等（Wang Hongtao,He Chengming,Fang Guanghua,et al）.计及风电预测误差带的调度计划渐进优化模型（A gradual optimization model of dispatching schedule taking account of wind power prediction error bands)[J].电力系统自动化（Automation of Electric Power Systems),2011,35(22):131-135.
• [26]戚永志，刘玉田（Qi Yongzhi,Liu Yutian）.风光储联合系统输出功率滚动优化与实时控制（Output power rolling optimization and real-time control in wind-photo voltaicstorage hybrid system)[J].电工技术学报（Transactions of China Electrotechnical Society),2014,29(8):265-273.
• [27]陈海焱，陈金富，段献忠（Chen Haiyan,Chen Jinfu,Duan Xianzhong）.含风电场电力系统经济调度的模糊建模及优化算法（Fuzzy modeling and optimization algorithm on dynamic economic dispatch in wind power integrated system)[J].电力系统自动化（Automation of Electric Power Systems),2006,30(2):22-26.
• [28]周玮，彭昱，孙辉，等（Zhou Wei,Peng Yu,Sun Hui,et al）.含风电场的电力系统动态经济调度（Dynamic economic dispatch in wind power integrated system)[J].中国电机工程学报（Proceedings of the CSEE),2009,29(25):13-18.
• [29]翁振星，石立宝，徐政，等（Wong Zhenxing,Shi Libao,Xu Zheng,et al）.计及风电成本的电力系统动态经济调度（Power system dynamic economic dispatch incorporating wind power cost)[J].中国电机工程学报（Proceedings of the CSEE),2014,34(4):514-523.
• [30]张伯明，陈建华，吴文传（Zhang Boming,Chen Jianhua,Wu Wenchuan）.大规模风电接入电网的有功分层模型预测控制方法（A Hierarchical model predictive control method of active power for accommodating large-scale wind power integration)[J].电力系统自动化（Automation of Electric Power Systems),2014,38(9):6-14.
• [31]Li Jinghua,Fang Jiakun,Zeng Qing,et al.Optimal operation of the integrated electrical and heating systems to accommodate the intermittent renewable sources[J].Applied Energy,2016,16:244-254.
• [32]王蓓蓓，唐楠，方鑫，等（Wang Beibei,Tang Nan,Fang Xin,et al）.大规模风电接入系统多时间尺度备用容量滚动修订模型（A multi-time scales reserve rolling revision model of power system with large scale wind power)[J].中国电机工程学报（Proceedings of the CSEE),2017,37(6):1645-1656.
• [33]李姚旺，苗世洪，罗星，等（Li Yaowang,Miao Shihong,Luo Xing,et al）.含压缩空气储能电力系统日前-日内协调调度策略（Day-ahead and intra-day time scales coordinative dispatch strategy of power system with compressed air energy storage)[J].中国电机工程学报（Proceedings of the CSEE),2018,38(10):2849-2860.
• [34]张磊，罗毅，罗恒恒，等（Zhang Lei,Luo Yi,Luo Hengheng,et al）.基于集中供热系统储热特性的热电联产机组多时间尺度灵活性协调调度（Scheduling of integrated heat and power system considering multiple time-scale flexibility of CHP unit based on heat characteristic of DHS)[J].中国电机工程学报（Proceedings of the CSEE),2018,38(4):985-998.
• [35]叶林，张慈杭，汤涌，等（Ye Lin,Zhang Cihang,Tang Yong,et al）.多时空尺度协调的风电集群有功分层预测控制方法（Active power stratification predictive control approach for wind power cluster with multiple temporal and spatial scales coordination)[J].中国电机工程学报（Proceedings of the CSEE),2018,38(13):3767-3778.
• [36]孙建军，张世泽，曾梦迪，等（Sun Jianjun,Zhang Shize,Zeng Mengdi,et al）.考虑分时电价的主动配电网柔性负荷多目标优化控制（Multi-objective optimal control for flexible load in active distribution network considering time-of-use tariff)[J].电工技术学报（Transactions of China Electrotechnical Society),2018,33(2):401-411.
• [37]葛维春，张艳军，高超，等（Ge Weichun,Zhang Yanjun,Gao Chao,et al）.基于风电消纳能力态势划分的源荷储系统分阶段优化策略（Phased optimal strategy of sourceload-storage system based on state partition of accommodation capacity of wind power)[J].电力系统自动化（Automation of Electric Power Systems),2019,43(15):26-33.
• [38]朱嘉远，刘洋，许立雄，等（Zhu Jiayuan,Liu Yang,Xu Lixiong,et al）.考虑风电消纳的热电联供型微网日前鲁棒经济调度（Robust day-ahead economic dispatch of microgrid with combined heat and power system considering wind power accommodatioin)[J].电力系统自动化（Automation of Electric Power Systems),2019,43(4):40-48.
• [39]吴迪，程海花，赵晋泉，等（Wu Di,Cheng Haihua,Zhao Jinquan,et al）.基于平衡成本的风电分段及火电调峰补偿方法（Balancing cost based wind power segmentation and compensation method of peak regulation for thermal power)[J].电力系统自动化（Automation of Electric Power Systems),2019,43(3):116-123.
• [40]王瑞峰，高磊，谌杰，等（Wang Ruifeng,Gao Lei,Shen Jie,et al）.高风电渗透率下变速风电机组参与系统频率调整策略（Frequency regulation strategy with participation of variable-speed wind turbines for power system with high wind power penetration)[J].电力系统自动化（Automation of Electric Power Systems),2019,43(15):101-108.
• [41]高宗和，滕贤亮，张小白（Gao Zonghe,Teng Xianliang,Zhang Xiaobai）.适应大规模风电接入的互联电网有功调度与控制方案（Solution of active power dispatch and control scheme for interconnected power grids with largescale wind power integration)[J].电力系统自动化（Automation of Electric Power Systems),2010,34(17):37-41.
• [42]赖晓文，钟海旺，杨军峰，等（Lai Xiaowen,Zhong Haiwang,Yang Junfeng,et al）.全网统筹电力电量平衡协调优化方法（A coordinated optimization method for systemwide power supply-demand balancing)[J].电力系统自动化（Automation of Electric Power Systems),2015,39(7):97-104.
• [43]叶荣，陈皓勇，卢润戈（Ye Rong,Chen Haoyong,Lu Runge）.基于微分博弈理论的两区域自动发电控制协调方法（A differential games theory based method for coordinating two-area automatic generation control)[J].电力系统自动化（Automation of Electric Power Systems),2013,37(18):48-53.
• [44]钟海旺，夏清，丁茂生，等（Zhong Haiwang,Xia Qing,Ding Maosheng,et al）.以直流联络线运行方式优化提升新能源消纳能力的新模式（A new mode of HVDC tieline operatioin optimization for maximizing renewable energy accommodation)[J].电力系统自动化（Automation of Electric Power Systems),2015,39(3):36-42.
• [45]Chen C L,Chen Z Y,Lee T Y.Multi-area economic generation and reserve dispatch considering large-scale intergration of wind power[J].International Journal of Electrical Power&Energy Systems,2014,55(2):171-178.
• [46]王斌，夏叶，夏清，等（Wang Bin,Xia Ye,Xia Qing,et al）.考虑风电接入的交直流互联电网动态最优潮流（Wind power integrated dynamic optimal power flow for AV/DC interconnected system)[J].电力系统自动化（Automation of Electric Power Systems),2016,40(24):34-41.
• [47]徐帆，丁恰，韩红卫，等（Xu Fan,Ding Qia,Han Hongwei,et al）.促进跨区新能源消纳的直流联络线功率优化模型及分析（Power optimization model and analysis of HVDC tie-line for promoting integration of inter-regional renewable energy accommodation)[J].电力系统自动化（Automation of Electric Power Systems),2017,41(18):152-158.
• [48]王守相，吴志佳，庄剑（Wang Shouxiang,Wu Zhijia,Zhuang Jian）.考虑微网间功率交互和微源出力协调的冷热电联供型区域多微网优化调度模型（Optimal dispatching model of CCHP type regional multi-microgrids considering interactive power exchange among microgrids and output coordination among micro-sources)[J].中国电机工程学报（Proceedings of the CSEE),2017,37(24):7185-7194.
• [49]Gu Wei,Wang Jun,Lu Shuai,et al.Optimal operation for integrated energy system considering thermal inertia of district heating networks and buildings[J].Applied Energy,2017,199:234-246.
• [50]郭丹阳，班明飞，于继来（Guo Danyang,Ban Mingfei,Yu Jilai）.提升重污染天气时环境互济效益的多区域电网协调策略（Multi-regional power grid coordination strategy for promoting mutual environmental benefit during heavy pollution weather)[J].中国电机工程学报（Proceedings of the CSEE),2019,39(19):5750-5762.
• [51]Loia V,Vaccaro A.Decentralized economic dispatch in smart grids by self-organizing dynamic agents[J].IEEETrans on Systems,Man,and Cybernetics:Systems,2014,44(4):397-408.
• [52]Tomaso Erseghe.Distributed optimal power flow using AD-MM[J].IEEE Trans on Power Systems,2014,29(5):2370-2380.
• [53]Gulnara Zhabelova,Valeriy Vyatkin,Ziang Zhang,et al.Agent-based distributed consensus algorithm for decentralized economic dispatch in smart grid[C]//39th Annual Conference of the IEEE Industrial Electronics Society.Vienna,Austria,2013:1968-1973.
• [54]黄瀚燕，周明，李庚银（Huang Hanyan,Zhou Ming,Li Gengyin）.考虑多重不确定性和备用互济的含风电互联电力系统分散协调调度方法（Coordinated decentralized dispatch of wind-power-integrated multi-area interconnected power systems considering multiple uncertainties and mutual reserve support)[J].电网技术（Power System Technology),2019,43(2):381-389.
• [55]Lai Xiaowen,Xie Le,Xia Qing,et al.Decentralized multiarea economic dispatch via dynamic multiplier-based Lagrangian relaxation[J].IEEE Trans on Power Systems,2015,30(6):3225-3233.
• [56]Li Zhigang,Wu Wenchuan,Zeng Bo,et al.Decentralized contingency-constrained tie-line scheduling for multi-area power grids[J].IEEE Trans on Power Systems,2017,32(1):354-367.
• [57]徐熙林，宋依群，姚良忠，等（Xu Xilin,Song Yiqun,Yao Liangzhong,et al）.主动配电网源-荷-储分布式协调优化运行（一）：基于一致性理论的分布式协调控制系统建模（Source-load-storage distributed coordinative optimization of and(part I):consensus based distributed coordination system modeling)[J].中国电机工程学报（Proceedings of the CSEE),2018,38(10):2841-2848.