Power Generation Technology ›› 2022, Vol. 43 ›› Issue (1): 10-18.DOI: 10.12096/j.2096-4528.pgt.21101
• Smart Grid • Previous Articles Next Articles
Baozhong ZHOU1, Dunnan LIU2, Jiguang ZHANG1, Yi LI1, Erfeng XU2,3, Sheng BI1
Received:
2021-08-06
Published:
2022-02-28
Online:
2022-03-18
Supported by:
CLC Number:
Baozhong ZHOU, Dunnan LIU, Jiguang ZHANG, Yi LI, Erfeng XU, Sheng BI. Research on Optimal Allocation of Multi-Energy Complementary Project of Wind-Solar-Thermal Integration[J]. Power Generation Technology, 2022, 43(1): 10-18.
序号i | 电能成本/(元/MW) | 开机成本/ (106元/次) | ||
---|---|---|---|---|
ai /10-5 | bi | ci | ||
1和5 | 0.644 | 0.224 | 11.71 | 6 |
2和6 | 0.935 | 0.219 | 13.21 | 6 |
3和7 | 0.944 | 0.218 | 8.80 | 6 |
4和8 | 0.631 | 0.222 | 12.68 | 6 |
Tab. 1 Thermal power cost and start-up cost
序号i | 电能成本/(元/MW) | 开机成本/ (106元/次) | ||
---|---|---|---|---|
ai /10-5 | bi | ci | ||
1和5 | 0.644 | 0.224 | 11.71 | 6 |
2和6 | 0.935 | 0.219 | 13.21 | 6 |
3和7 | 0.944 | 0.218 | 8.80 | 6 |
4和8 | 0.631 | 0.222 | 12.68 | 6 |
电源类型 | 装机容量/MW | 装机容量 占比/% | 年发电量/(亿kW·h) | 年发电量 占比/% | 年利用 时间/h |
---|---|---|---|---|---|
风电 | 7 889 | 53.3 | 190 | 41.3 | 2 405 |
光伏 | 2 096 | 14.2 | 40 | 8.7 | 1 894 |
火电 | 4 800 | 32.5 | 229 | 50.0 | 4 779 |
Tab. 2 Install capacity, annual power and utilization time of different generations
电源类型 | 装机容量/MW | 装机容量 占比/% | 年发电量/(亿kW·h) | 年发电量 占比/% | 年利用 时间/h |
---|---|---|---|---|---|
风电 | 7 889 | 53.3 | 190 | 41.3 | 2 405 |
光伏 | 2 096 | 14.2 | 40 | 8.7 | 1 894 |
火电 | 4 800 | 32.5 | 229 | 50.0 | 4 779 |
季节 | 外送电量/ (亿kW·h) | 风电电量占比/% | 光伏电量占比/% | 火电电量占比/% | 火电运行方式 |
---|---|---|---|---|---|
春季 | 104 | 56.7 | 10.7 | 32.6 | 开4停4 |
夏季 | 126 | 27.2 | 8.6 | 64.2 | 开8停0 |
秋季 | 123 | 41.5 | 7.6 | 50.9 | 开8停0 |
冬季 | 106 | 43.1 | 8.0 | 49.0 | 开6停2 |
Tab. 3 Sending power and its proportion and operation mode of thermal power
季节 | 外送电量/ (亿kW·h) | 风电电量占比/% | 光伏电量占比/% | 火电电量占比/% | 火电运行方式 |
---|---|---|---|---|---|
春季 | 104 | 56.7 | 10.7 | 32.6 | 开4停4 |
夏季 | 126 | 27.2 | 8.6 | 64.2 | 开8停0 |
秋季 | 123 | 41.5 | 7.6 | 50.9 | 开8停0 |
冬季 | 106 | 43.1 | 8.0 | 49.0 | 开6停2 |
场景 | 配套建设输电通道容量/MW | 年总成本/ (1012元) | 曲线匹配程度/ (109MW2) |
---|---|---|---|
多能互补 | 7 894 | 2.83 | 7.73 |
独立运行 | 8 540 | 2.92 | 443.00 |
Tab. 4 Comparative analysis of two scenarios
场景 | 配套建设输电通道容量/MW | 年总成本/ (1012元) | 曲线匹配程度/ (109MW2) |
---|---|---|---|
多能互补 | 7 894 | 2.83 | 7.73 |
独立运行 | 8 540 | 2.92 | 443.00 |
1 | 新华社 .习近平在气候雄心峰会上的讲话(全文)[EB/OL].(2020-12-13)[2021-08-01].. doi:10.1055/a-0975-0507 |
Xinhua News Agency .Full text:President Xi’s speech at climate ambition summit[EB/OL].(2020-12-13)[2021-08-01].. doi:10.1055/a-0975-0507 | |
2 | 新华社 .习近平主持召开中央财经委员会第九次会议[EB/OL].(2021-03-15)[2021-08-01].. doi:10.37544/0173-363x-2021-03-04-15 |
Xinhua News Agency .A meeting of the Central Committee for Financial and Economic Affairs presided over by President Xi[EB/OL].(2021-03-15)[2021-08-01].. doi:10.37544/0173-363x-2021-03-04-15 | |
3 | 国家发展改革委,国家能源局 .关于推进电力源网荷储一体化和多能互补发展的指导意见[EB/OL].(2021-02-25)[2021-08-01].. doi:10.1016/j.est.2021.103293 |
NDRC,NEA .Guidance on promoting the development of Generation-grid-load-storage integration and multi-energy complementary[EB/OL].(2021-02-25)[2021-08-01]. . doi:10.1016/j.est.2021.103293 | |
4 | 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. doi:10.13335/j.1000-3673.pst.2016.01.016 |
ZENG M, YANG Y Q, LIU D N,et al. “Generation-grid-load-storage” coordinative optimal operation mode of energy internet and key technologies[J].Power System Technology,2016,40(1):114-124. doi:10.13335/j.1000-3673.pst.2016.01.016 | |
5 | 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 D N, XU E F, XU X F .“Source-network-load-storage” integrated operation model for microgrid in park[J].Power System Technology,2018,42(3):681-689. | |
6 | 卓振宇,张宁,谢小荣,等 .高比例可再生能源电力系统关键技术及发展挑战[J].电力系统自动化,2021,45(9):171-191. doi:10.7500/AEPS20200922001 |
ZHUO Z Y, ZHANG N, XIE X R,et al .Key technologies and developing challenges of power system with high proportion of renewable energy[J].Automation of Electric Power Systems,2021,45(9):171-191.[7] 周兵兵,林宏宇,杨莘博,等.可再生能源多能互补系统多主体效益均衡模型[J].智慧电力,2020,48(1):74-79. doi:10.7500/AEPS20200922001 | |
ZHOU B B, LIN H Y, YANG S B,et al .Multi-agent benefit equilibrium model for renewable energy in multi-energy complementary system[J].Smart Power,2020,48(1):74-79. doi:10.7500/AEPS20200922001 | |
8 | 欧阳斌,袁志昌,陆超,等 .考虑源-荷-储多能互补的冷-热-电综合能源系统优化运行研究[J].发电技术,2020,41(1):19-29. doi:10.12096/j.2096-4528.pgt.19100 |
OYANG B, YUAN Z C, LU C,et al .Research on optimal operation of cold-thermal-electric integrated energy system considering source-load-storage multi-energy complementarity[J].Power Generation Technology,2020,41(1):19-29. doi:10.12096/j.2096-4528.pgt.19100 | |
9 | 华丽云,孙坚栋,王振,等 .基于多能互补的综合能源控制系统研究及应用[J].浙江电力,2020,39(7):108-114. |
HUA L Y, SUN J D, WANG Z,et al .Research and application of an integrated energy control system based on multi-energy complement[J].Zhejiang Electric Power,2020,39(7):108-114. | |
10 | 李高潮,卢怀宇,孙启德,等 .基于可再生能源的冷热电联供系统集成配置与运行优化研究进展[J].电网与清洁能源,2021,37(3):106-119. doi:10.3969/j.issn.1674-3814.2021.03.015 |
LI G C, LU H Y, SUN Q D,et al .Research progress in configuration and operation optimization of combined cooling,heating and power (CCHP) systems based on renewable energy[J].Power System and Clean Energy,2021,37(3):106-119. doi:10.3969/j.issn.1674-3814.2021.03.015 | |
11 | 王智冬 .特高压直流风电火电联合外送电源规模优化方法[J].电力建设,2015,36(10):60-66. doi:10.3969/j.issn.1000-7229.2015.10.009 |
WANG Z D .Optimization method of UHVDC combined wind-thermal power transmission scale[J].Electric Power Construction,2015,36(10):60-66. doi:10.3969/j.issn.1000-7229.2015.10.009 | |
12 | 刘振亚,张启平,董存,等 .通过特高压直流实现大型能源基地风、光、火电力大规模高效率安全外送研究[J].中国电机工程学报,2014,34(16):2513-2522. |
LIU Z Y, ZHANG Q P, DONG C,et al .Efficient and security transmission of wind,photovoltaic and thermal power of large-scale energy resource bases through UHVDC projects[J].Proceedings of the CSEE,2014,34(16):2513-2522. | |
13 | 许丹,王斌,张加力,等 .特高压直流外送风光火电力一体化调度计划模型[J].电力系统自动化,2016,40(6):25-29. doi:10.7500/AEPS20150727003 |
XU D, WANG B, ZHANG J L,et al .Integrated transmission scheduling model for wind-photovoltaic-thermal power by ultra-high voltage direct current system[J].Automation of Electric Power Systems,2016,40(6):25-29. doi:10.7500/AEPS20150727003 | |
14 | 胡伟,戚宇辰,张鸿轩,等 .风光水多能源电力系统互补智能优化运行策略[J].发电技术,2020,41(1):9-18. doi:10.12096/j.2096-4528.pgt.19173 |
HU W, QI Y C, ZHANG H X,et al .Complementary intelligent optimization operation strategy of wind-solar-hydro multi-energy power system[J].Power Generation Technology,2020,41(1):9-18. doi:10.12096/j.2096-4528.pgt.19173 | |
15 | 檀勤良,丁毅宏,李渝,等 .考虑经济环境平衡的风光火联合外送调度策略多目标优化[J].电力建设,2020,41(8):129-136. |
TAN Q L, DING Y H, LI Y,et al .Multi-objective optimization of combined wind-solar-thermal power dispatching strategy considering economic-environmental equilibrium[J].Electric Power Construction,2020,41(8):129-136. | |
16 | 刘敦楠,徐尔丰,刘明光,等 .面向分布式电源就地消纳的园区分时电价定价方法[J].电力系统自动化,2020,44(20):19-28. doi:10.7500/AEPS20200123004 |
LIU D N, XU E F, LIU M G,et al .TOU pricing method for park considering local consumption of distributed generator[J].Automation of Electric Power Systems,2020,44(20):19-28. doi:10.7500/AEPS20200123004 | |
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 W, SUN H, GU H,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 | 姜文玲,王勃,汪宁渤,等 .多时空尺度下大型风电基地出力特性研究[J].电网技术,2017,41(2):493-499. doi:10.13335/j.1000-3673.pst.2016.0945 |
JIANG W L, WANG B, WANG N B,et al .Research on power output characteristics of large-scale wind power base in multiple temporal and spatial scales[J].Power System Technology,2017,41(2):493-499. doi:10.13335/j.1000-3673.pst.2016.0945 | |
19 | 姜海洋,杜尔顺,朱桂萍,等 .面向高比例可再生能源电力系统的季节性储能综述与展望[J].电力系统自动化,2020,44(19):194-207. doi:10.7500/AEPS20200204003 |
JIANG H Y, DU E S, ZHU G P,et al .Review and prospect of seasonal energy storage for power system with high proportion of renewable energy[J].Automation of Electric Power Systems,2020,44(19):194-207. doi:10.7500/AEPS20200204003 | |
20 | 张宁,周天睿,段长刚,等 .大规模风电场接入对电力系统调峰的影响[J].电网技术,2010,34(1):152-158. doi:doi:10.1097/ICO.0b013e3182000add |
ZHANG N, ZHOU T R, DUAN C G,et al .Impact of large-scale wind farm connecting with power grid on peak load regulation demand[J].Power System Technology,2010,34(1):152-158. doi:doi:10.1097/ICO.0b013e3182000add | |
21 | BUTTLER A, DINKEL F, FRANZ S,et al .Variability of wind and solar power:an assessment of the current situation in the European Union based on the year 2014[J].Energy,2016,106:147-161. doi:10.1016/j.energy.2016.03.041 |
22 | 时珉,周海,韩雨彤,等 .一种考虑季节特性的光伏电站多模型功率预测方法[J].电网与清洁能源,2019,35(7):75-82. doi:10.3969/j.issn.1674-3814.2019.07.010 |
SHI M, ZHOU H, HAN Y T,et al .A multi-model power forecasting approach of photovoltaic plant based on seasonal characteristics[J].Power System and Clean Energy,2019,35(7):75-82. doi:10.3969/j.issn.1674-3814.2019.07.010 | |
23 | 张曦,康重庆,张宁,等 .太阳能光伏发电的中长期随机特性分析[J].电力系统自动化,2014,38(6):6-13. doi:10.7500/AEPS20131009012 |
ZHANG X, KANG C Q,Z N,et al .Analysis of mid/long term random characteristics of photovoltaic power generation[J].Automation of Electric Power Systems,2014,38(6):6-13. doi:10.7500/AEPS20131009012 | |
24 | HAMID S, HAMIDREZA Z, DAVID W .Impacts of largescale wind and solar power integration on California’s net electrical load[J].Renewable and Sustainable Energy Reviews,2016,58:761-774. doi:10.1016/j.rser.2015.12.287 |
25 | 刘吉臻 .新能源电力系统建模与控制[M].北京:科学出版社,2016. doi:10.17775/cseejpes.2016.00050 |
LIU J Z .Modeling and controlling of alternate electrical power systems[M].Beijing:Science Press,2016. doi:10.17775/cseejpes.2016.00050 | |
26 | 徐浩,李华强 .火电机组灵活性改造规划及运行综合随机优化模型[J].电网技术,2020,44(12):4626-4635. doi:10.13335/j.1000-3673.pst.2019.1585 |
XU H, LI H Q .Planning and operation stochastic optimization model of power systems considering the flexibility reformation[J].Power System Technology,2020,44(12):4626-4635. doi:10.13335/j.1000-3673.pst.2019.1585 | |
27 | 刘斌,张玉琼,麻林巍,等 .西北地区源端基地综合能源系统的技术方案设计及优化研究[J].中国电机工程学报,2021,41(2):568-580. |
LIU B, ZHANG Y Q, MA L W,et al .Design and optimization of technical schemes of supply-side base integrated energy systems in northwest China[J]. Proceeding of the CSEE,2021,41(2):568-580. | |
28 | 刘明明,崔春风,童小娇,等 .混合整数非线性规划的算法软件及最新进展[J].中国科学:数学,2016,46(1):1-20. doi:10.1360/N012014-00278 |
LIU M M, CUI C F, TONG X J,et al .Algorithms,softwares and recent developments of mixed integer nonlinear programming[J].Scientia Sinica Mathemation,2016,46(1):1-20. doi:10.1360/N012014-00278 |
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