计及碳交易和源-荷侧资源的综合能源系统低碳经济优化

安源; 苏瑞; 郑申印; 杨仁志

doi:10.19912/j.0254-0096.tynxb.2022-1156

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太阳能学报 ›› 2023, Vol. 44 ›› Issue (11) : 547-555. DOI: 10.19912/j.0254-0096.tynxb.2022-1156

计及碳交易和源-荷侧资源的综合能源系统低碳经济优化

安源, 苏瑞, 郑申印, 杨仁志

作者信息 +

LOW CARBON ECONOMIC OPTIMIZATION OF INTEGRATED ENERGY SYSTEM CONSIDERING CARBON TRADING AND SOURCE-LOAD SIDE RESOURCES

An Yuan, Su Rui, Zheng Shenyin, Yang Renzhi

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摘要

“双碳”目标下,综合能源系统多种能源进行融合,对推动电力行业低碳化具有重要意义。为了进一步提高IES的环保性,该文提出一种计及碳交易和源-荷侧资源的综合能源系统低碳经济优化调度模型。首先,从源侧引入光热电站充当热电联产机组;其次,根据负荷侧电能和热能的传输性质不同,分别采用价格型需求响应和考虑供热系统热惯性和模糊性的热负荷需求响应模型;然后,通过引入阶梯式碳交易机制,构建包含P2G装置的碳排放成本模型;最后,以运行成本、碳交易成本、弃风弃光惩罚成本最小为目标函数,建立综合能源系统低碳经济优化模型;通过设置4个场景进行仿真分析,综合考虑CSP电站、综合需求响应和阶梯式碳交易机制后能够使系统外购成本、碳排放量和弃风弃光率分别减少25.65%、14.36%和21.54%,验证了所提模型的有效性。

Abstract

Under the double carbon target, integrated energy system （IES） integrates multiple energy sources, which is of great significance to promote low-carbon power industry. In order to further improve the environmental protection of IES, this paper proposes a low-carbon economic optimal scheduling model of integrated energy system, which takes into account the carbon trading and the source load side resources. Firstly, a concentrating solar power （CSP） power station is introduced from the source side as a cogeneration unit. Secondly, according to the different transmission properties of electric energy and thermal energy on the load side, the price type demand response model and the heat load demand response model considering the thermal inertia and fuzziness of the heating system are adopted respectively. Then, by introducing the ladder carbon trading mechanism, the carbon emission cost model including P2G device is constructed. Finally, taking the minimum operating cost, carbon transaction cost and penalty cost of wind and light abandonment as the objective function, the IES low-carbon economic optimization model is established. By setting up four scenarios for simulation analysis, after comprehensive consideration of CSP power station, comprehensive demand response and stepped carbon trading mechanism, the system outsourcing cost, carbon emissions and wind and light abandonment rate can be reduced by 25.65%, 14.36% and 21.54% respectively, which verifies the effectiveness of the proposed model.

导出引用

安源, 苏瑞, 郑申印, 杨仁志. 计及碳交易和源-荷侧资源的综合能源系统低碳经济优化[J]. 太阳能学报. 2023, 44(11): 547-555 https://doi.org/10.19912/j.0254-0096.tynxb.2022-1156

An Yuan, Su Rui, Zheng Shenyin, Yang Renzhi. LOW CARBON ECONOMIC OPTIMIZATION OF INTEGRATED ENERGY SYSTEM CONSIDERING CARBON TRADING AND SOURCE-LOAD SIDE RESOURCES[J]. Acta Energiae Solaris Sinica. 2023, 44(11): 547-555 https://doi.org/10.19912/j.0254-0096.tynxb.2022-1156

中图分类号： TM715

参考文献

[1] 张沈习, 王丹阳, 程浩忠, 等. 双碳目标下低碳综合能源系统规划关键技术及挑战[J]. 电力系统自动化, 2022, 46(8): 189-207.
ZHANG S X, WANG D Y, CHENG H Z, et al.Key technologies and challenges of low-carbon integrated energy system planning for carbon emission peak and carbon neutrality[J]. Automation of electric power systems, 2022, 46(8): 189-207.
[2] 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, 4285.
CHENG Y H, ZHANG N, KANG C Q, et al.Research framework and prospects of low-carbon multiple energy systems[J]. Proceedings of the CSEE, 2017, 37(14): 4060-4069, 4285.
[3] 陈沼宇, 王丹, 贾宏杰, 等. 考虑P2G多源储能型微网日前最优经济调度策略研究[J]. 中国电机工程学报, 2017, 37(11): 3067-3077, 3362.
CHEN Z Y, WANG D, JIA H J, et al.Research on optimal day-ahead economic dispatching strategy for microgrid considering P2G and multi-source energy storage system[J]. Proceedings of the CSEE, 2017, 37(11): 3067-3077, 3362.
[4] 刘涤尘, 马恒瑞, 王波, 等. 含冷热电联供及储能的区域综合能源系统运行优化[J]. 电力系统自动化, 2018, 42(4): 113-120, 141.
LIU D C, MA H R, WANG B, et al.Operation optimization of regional integrated energy system with CCHP and energy storage system[J]. Automation of electric power systems, 2018, 42(4): 113-120, 141.
[5] 郑连华, 文中, 邱智武, 等. 计及光热电站和氢储能的综合能源系统低碳优化运行[J/OL]. 电测与仪表, 2022: 1-9.
ZHENG L H, WEN Z, QIU Z W, et al.Low carbon optimal operation of integrated energy system considering solar thermal power station and hydrogen energy storage[J/OL]. Electrical measurement & instrumentation, 2022: 1-9.
[6] 崔杨, 张家瑞, 仲悟之, 等. 计及电热转换的含储热光热电站与风电系统优化调度[J]. 中国电机工程学报, 2020, 40(20): 6482-6494.
CUI Y, ZHANG J R, ZHONG W Z, et al.Optimal scheduling of concentrating solar power plant with thermal energy storage and wind farm considering electric-thermal conversion[J]. Proceedings of the CSEE, 2020, 40(20): 6482-6494.
[7] 拜润卿, 常平, 刘文飞, 等. 光热电站促进风电消纳的电力系统优化调度[J]. 电测与仪表, 2020, 57(22): 1-6.
BAI R Q, CHANG P, LIU W F, et al.Optimal dispatching of power system for promoting wind power accommodation by introducing CSP plant[J]. Electrical measurement & instrumentation, 2020, 57(22): 1-6.
[8] 王颖杰, 詹红霞, 杨孝华, 等. 考虑综合需求响应的电热系统调度[J]. 电力工程技术, 2021, 40(1): 17-24.
WANG Y J, ZHAN H X, YANG X H, et al.Optimal dispatching strategy of combined heat and power system considering integrated demand response[J]. Electric power engineering technology, 2021, 40(1): 17-24.
[9] 卫志农, 张思德, 孙国强, 等. 基于碳交易机制的电-气互联综合能源系统低碳经济运行[J]. 电力系统自动化, 2016, 40(15): 9-16.
WEI Z N, ZHANG S D, SUN G Q, et al.Carbon trading based low-carbon economic operation for integrated electricity and natural gas energy system[J]. Automation of electric power systems, 2016, 40(15): 9-16.
[10] 陈锦鹏, 胡志坚, 陈嘉滨, 等. 考虑阶梯式碳交易与供需灵活双响应的综合能源系统优化调度[J]. 高电压技术, 2021, 47(9): 3094-3106.
CHEN J P, HU Z J, CHEN J B, et al.Optimal dispatch of integrated energy system considering ladder-type carbon trading and flexible double response of supply and demand[J]. High voltage engineering, 2021, 47(9): 3094-3106.
[11] 陈正建, 张清, 李世友, 等. 智能楼宇场景下能量流运行优化调度[J]. 节能技术, 2021, 39(6): 551-555, 569.
CHEN Z J, ZHANG Q, LI S Y, et al.Optimal scheduling of energy flow operation in intelligent building scenario[J]. Energy conservation technology, 2021, 39(6): 551-555, 569.
[12] 朱刘柱, 尹晨旭, 王宝, 等. 计及风/光/荷不确定性的综合能源站随机规划研究[J]. 电网与清洁能源, 2021, 37(5): 96-105.
ZHU L Z, YIN C X, WANG B, et al.Stochastic programming of integrated energy station considering the uncertainties of wind power, photovoltaic and load[J]. Power system and clean energy, 2021, 37(5): 96-105.
[13] 郑亚锋, 魏振华, 刘思渠. 考虑风光不确定性的综合能源系统规划设计方法[J]. 科学技术与工程, 2021, 21(31): 13342-13348.
ZHENG Y F, WEI Z H, LIU S Q.Integrated energy system planning and design method considering uncertainty of wind power and photovoltaic system[J]. Science technology and engineering, 2021, 21(31): 13342-13348.
[14] 董海鹰, 贠韫韵, 马志程, 等. 计及多能转换及光热电站参与的综合能源系统低碳优化运行[J]. 电网技术, 2020, 44(10): 3689-3700.
DONG H Y, YUN Y Y, MA Z C, et al.Low-carbon optimal operation of integrated energy system considering multi-energy conversion and concentrating solar power plant participation[J]. Power system technology, 2020, 44(10): 3689-3700.
[15] 张伊宁. 考虑需求响应的能源互联网优化运行研究[D]. 杭州: 浙江大学, 2019.
ZHANG Y N.Research on optimal operation for energy Internet considering demand response[D]. Hangzhou: Zhejiang University, 2019.
[16] 邹云阳, 杨莉, 李佳勇, 等. 冷热电气多能互补的微能源网鲁棒优化调度[J]. 电力系统自动化, 2019, 43(14): 65-72.
ZOU Y Y, YANG L, LI J Y, et al.Robust optimal dispatch of micro-energy grid with multi-energy complementation of cooling heating power and natural gas[J]. Automation of electric power systems, 2019, 43(14): 65-72.
[17] 徐业琰, 廖清芬, 刘涤尘, 等. 基于综合需求响应和博弈的区域综合能源系统多主体日内联合优化调度[J]. 电网技术, 2019, 43(7): 2506-2518.
XU Y Y, LIAO Q F, LIU D C, et al.Multi-player intraday optimal dispatch of integrated energy system based on integrated demand response and games[J]. Power system technology, 2019, 43(7): 2506-2518.
[18] 崔杨, 曾鹏, 仲悟之, 等. 考虑阶梯式碳交易的电-气-热综合能源系统低碳经济调度[J]. 电力自动化设备, 2021, 41(3): 10-17.
CUI Y, ZENG P, ZHONG W Z, et al.Low-carbon economic dispatch of electricity-gas-heat integrated energy system based on ladder-type carbon trading[J]. Electric power automation equipment, 2021, 41(3): 10-17.
[19] 秦婷, 刘怀东, 王锦桥, 等. 基于碳交易的电-热-气综合能源系统低碳经济调度[J]. 电力系统自动化, 2018, 42(14): 8-13, 22.
QIN T, LIU H D, WANG J Q, et al.Carbon trading based low-carbon economic dispatch for integrated electricity-heat-gas energy system[J]. Automation of electric power systems, 2018, 42(14): 8-13, 22.
[20] 张晓辉, 刘小琰, 钟嘉庆. 考虑奖惩阶梯型碳交易和电-热转移负荷不确定性的综合能源系统规划[J]. 中国电机工程学报, 2020, 40(19): 6132-6142.
ZHANG X H, LIU X Y, ZHONG J Q.Integrated energy system planning considering a reward and punishment ladder-type carbon trading and electric-thermal transfer load uncertainty[J]. Proceedings of the CSEE, 2020, 40(19): 6132-6142.
[21] LI H, YE Y Z, LIN L X.Low-carbon economic Bi-level optimal dispatching of an integrated power and natural gas energy system considering carbon trading[J]. Applied sciences, 2021, 11(15): 6968.
[22] WANG Y L, WANG Y D, HUANG Y J, et al.Operation optimization of regional integrated energy system based on the modeling of electricity-thermal-natural gas network[J]. Applied energy, 2019, 251: 113410.
[23] 孙强, 谢典, 聂青云, 等. 含电-热-冷-气负荷的园区综合能源系统经济优化调度研究[J]. 中国电力, 2020, 53(4): 79-88.
SUN Q, XIE D, NIE Q Y, et al.Research on economic optimization scheduling of park integrated energy system with electricity-heat-cool-gas load[J]. Electric power, 2020, 53(4): 79-88.
[24] 杨海柱, 李梦龙, 江昭阳, 等. 考虑需求侧电热气负荷响应的区域综合能源系统优化运行[J]. 电力系统保护与控制, 2020, 48(10): 30-37.
YANG H Z, LI M L, JIANG Z Y, et al.Optimal operation of regional integrated energy system considering demand side electricity heat and natural-gas loads response[J]. Power system protection and control, 2020, 48(10): 30-37.
[25] 唐锦, 张书怡, 吴秋伟, 等. 基于Copula函数与等概率逆变换的风电出力场景生成方法[J]. 电力工程技术, 2021, 40(6): 86-94.
TANG J, ZHANG S Y, WU Q W, et al.Wind power output scenario generation method based on Copula function and equal probability inverse transformation[J]. Electric power engineering technology, 2021, 40(6): 86-94.