
浏览全部资源
扫码关注微信
1.武汉大学电气与自动化学院,湖北省武汉市 430072
2.南京南瑞继保电气有限公司,江苏省南京市 211102
丁煜蓉(1996—),女,硕士研究生,主要研究方向:综合能源系统优化运行。E-mail:dingyurong@whu.edu.cn
陈红坤(1967—),男,通信作者,教授,博士生导师,主要研究方向:电能质量、电力系统优化运行、配电网规划等。E-mail:chkinsz@163.com
吴军(1977—),男,副教授,硕士生导师,主要研究方向:能源互联网、电力系统规划等。E-mail:byronwu@whu.edu.cn
收稿日期:2020-08-11,
修回日期:2020-10-10,
网络出版日期:2020-11-30,
纸质出版日期:2021-01-25
移动端阅览
丁煜蓉,陈红坤,吴军等.计及综合能效的电-气-热综合能源系统多目标优化调度[J].电力系统自动化,2021,45(2):64-73.
DING Yurong,CHEN Hongkun,WU Jun,et al.Multi-objective Optimal Dispatch of Electricity-Gas-Heat Integrated Energy System Considering Comprehensive Energy Efficiency[J].Automation of Electric Power Systems,2021,45(2):64-73.
丁煜蓉,陈红坤,吴军等.计及综合能效的电-气-热综合能源系统多目标优化调度[J].电力系统自动化,2021,45(2):64-73. DOI: 10.7500/AEPS20200811002.
DING Yurong,CHEN Hongkun,WU Jun,et al.Multi-objective Optimal Dispatch of Electricity-Gas-Heat Integrated Energy System Considering Comprehensive Energy Efficiency[J].Automation of Electric Power Systems,2021,45(2):64-73. DOI: 10.7500/AEPS20200811002.
为了充分挖掘综合能源系统(IES)用能侧的用能潜力以进一步提高能源利用效率,提出一种IES多目标优化调度模型及求解方法。兼顾供能侧与用能侧的协同优化,建立了考虑综合需求响应的综合能效模型并引入优化目标,以系统经济成本最低与综合能效最高为目标建立了电-气-热IES多目标优化调度模型。采用Charnes-Cooper变换对综合能效目标进行线性化,从而实现分式规划问题的准确快速求解,并使用改进
ε
-约束法得到Pareto前沿集。算例采用修改的IEEE 24节点电力系统、比利时20节点天然气系统与14节点热力系统的耦合系统,对4种场景下的系统经济成本与综合能效进行分析。结果表明,所提模型能够引导电力用户与多能用户合理选择综合需求响应行为,通过供需双侧的协同优化进一步提升IES整体能效,并验证了优化调度结果对于平衡IES经济、高效运行目标的可行性。
A multi-objective optimal dispatch model of the integrated energy system (IES) and its solution method are proposed for fully tapping the energy use potential on the energy use side of the IES to further improve the energy utilization efficiency. Taking into account the coordinated optimization of the energy supply side and the energy use side
a comprehensive energy efficiency model considering integrated demand response is established and the optimization objectives are introduced. Aiming at the lowest system economic cost and the highest comprehensive energy efficiency
the multi-objective optimal dispatch model of the electricity-gas-heat IES is established. Charnes-Cooper transform is used to linearize the comprehensive energy efficiency objective
so as to solve the fractional programming problem accurately and quickly. And the improved
ε
-constraint method is used to obtain the Pareto frontier set. A coupling system with modified IEEE 24-bus power network
Belgian 20-bus natural gas network and the 14-bus heat network is used to analyze the system economic costs and comprehensive energy efficiency in four scenarios. Results show that the proposed method can guide power users and multi-energy users to choose comprehensive demand response behaviors
and can further improve the overall energy efficiency of IES through collaborative optimization on both sides of supply and demand. It also verifies the feasibility of optimal dispatch results for balancing the economic and efficient operation objectives of IES.
国家能源局 . 2019年风电并网运行情况 [EB/OL].[ 2020-02-28 ]. http://www.nea.gov.cn/2020-02/28/c_138827910.htm http://www.nea.gov.cn/2020-02/28/c_138827910.htm .
National Energy Administration . Wind power grid-connected operation in 2019 [EB/OL]. [ 2020-02-28 ]. http://www.nea.gov.cn/ 2020-02/28/c_138827910.htm http://www.nea.gov.cn/2020-02/28/c_138827910.htm .
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 .
薛屹洵 , 郭庆来 , 孙宏斌 , 等 . 面向多能协同园区的能源综合利用率指标 [J]. 电力自动化设备 , 2017 , 37 ( 6 ): 117 - 123 .
XUE Yixun , GUO Qinglai , SUN Hongbin , et al . Comprehensive energy utilization rate for park-level integrated energy system [J]. Electric Power Automation Equipment , 2017 , 37 ( 6 ): 117 - 123 .
XUE Yusheng . Energy Internet or comprehensive energy network? [J]. Journal of Modern Power Systems and Clean Energy , 2015 , 3 ( 3 ): 297 - 301 .
SUN Hongbin , GUO Qinglai , ZHANG Boming , et al . Integrated energy management system: concept, design, and demonstration in China [J]. IEEE Electrification Magazine , 2018 , 6 ( 2 ): 42 - 50 .
余晓丹 , 徐宪东 , 陈硕翼 , 等 . 综合能源系统与能源互联网简述 [J]. 电工技术学报 , 2016 , 31 ( 1 ): 1 - 13 .
YU Xiaodan , XU Xiandong , CHEN Shuoyi , et al . A brief review to integrated energy system and Energy Internet [J]. Transactions of China Electrotechnical Society , 2016 , 31 ( 1 ): 1 - 13 .
崔杨 , 纪银锁 , 仲悟之 , 等 . 计及需求响应及环保成本的含储热CHP与风电联合优化调度 [J]. 电网技术 , 2020 , 44 ( 2 ): 655 - 663 .
CUI Yang , JI Yinsuo , ZHONG Wuzhi , et al . Joint optimal dispatching of CHP with heat storage and wind power considering demand response and environmental protection cost [J]. Power System Technology , 2020 , 44 ( 2 ): 655 - 663 .
孙宇军 , 李扬 , 王蓓蓓 , 等 . 计及不确定性需求响应的日前调度计划模型 [J]. 电网技术 , 2014 , 38 ( 10 ): 2708 - 2714 .
SUN Yujun , LI Yang , WANG Beibei , et al . A day-ahead scheduling model considering demand response and its uncertainty [J]. Power System Technology , 2014 , 38 ( 10 ): 2708 - 2714 .
董帅 , 王成福 , 徐士杰 , 等 . 计及网络动态特性的电-气-热综合能源系统日前优化调度 [J]. 电力系统自动化 , 2018 , 42 ( 13 ): 12 - 19 .
DONG Shuai , WANG Chengfu , XU Shijie , et al . Day-ahead optimal scheduling of electricity-gas-heat integrated energy system considering dynamic characteristics of networks [J]. Automation of Electric Power Systems , 2018 , 42 ( 13 ): 12 - 19 .
张涛 , 章佳莹 , 王凌云 , 等 . 计及用户行为的电-气-热综合能源系统日前经济调度 [J]. 电力系统自动化 , 2019 , 43 ( 11 ): 86 - 97 .
ZHANG Tao , ZHANG Jiaying , WANG Lingyun , et al . Day-ahead economical dispatch of electricity-gas-heat integrated energy system considering user behaviors [J]. Automation of Electric Power Systems , 2019 , 43 ( 11 ): 86 - 97 .
张伊宁 , 何宇斌 , 晏鸣宇 , 等 . 计及需求响应与动态气潮流的电-气综合能源系统优化调度 [J]. 电力系统自动化 , 2018 , 42 ( 20 ): 1 - 10 .
ZHANG Yining , HE Yubin , YAN Mingyu , et al . Optimal dispatch of integrated electricity-natural gas system considering demand response and dynamic natural gas flow [J]. Automation of Electric Power Systems , 2018 , 42 ( 20 ): 1 - 10 .
王瑾然 , 卫志农 , 张勇 , 等 . 计及不确定性的区域综合能源系统日前多目标优化调度 [J]. 电网技术 , 2018 , 42 ( 11 ): 3496 - 3506 .
WANG Jinran , WEI Zhinong , ZHANG Yong , et al . Multi-objective optional day-ahead dispatching for regional integrated energy system considering uncertainty [J]. Power System Technology , 2018 , 42 ( 11 ): 3496 - 3506 .
潘益 , 梅飞 , 郑建勇 , 等 . 计及静态安全因素与热电最优潮流的综合能源系统联合运行优化模型 [J]. 电网技术 , 2019 , 43 ( 1 ): 50 - 59 .
PAN Yi , MEI Fei , ZHENG Jianyong , et al . Operation optimization model for multi-integrated energy systems considering static security and optimal energy flow [J]. Power System Technology , 2019 , 43 ( 1 ): 50 - 59 .
SHEIKHI A , BAHRAMI S , RANJBAR A M . An autonomous demand response program for electricity and natural gas networks in smart energy hubs [J]. Energy , 2015 , 89 : 490 - 499 .
徐筝 , 孙宏斌 , 郭庆来 . 综合需求响应研究综述及展望 [J]. 中国电机工程学报 , 2018 , 38 ( 24 ): 7194 - 7205 .
XU Zheng , SUN Hongbin , GUO Qinglai . Review and prospect of integrated demand response [J]. Proceedings of the CSEE , 2018 , 38 ( 24 ): 7194 - 7205 .
陈聪 , 沈欣炜 , 夏天 , 等 . 计及㶲效率的综合能源系统多目标优化调度方法 [J]. 电力系统自动化 , 2019 , 43 ( 12 ): 60 - 68 .
CHEN Cong , SHEN Xinwei , XIA Tian , et al . Multi-objective optimal dispatching method for integrated energy system considering exergy efficiency [J]. Automation of Electric Power Systems , 2019 , 43 ( 12 ): 60 - 68 .
钟永洁 , 孙永辉 , 谢东亮 , 等 . 含电-热-气-冷子系统的区域综合能源系统多场景优化调度 [J]. 电力系统自动化 , 2019 , 43 ( 12 ): 76 - 84 .
ZHONG Yongjie , SUN Yonghui , XIE Dongliang , et al . Multi-scenario optimal dispatch of regional integrated energy system with power-heating-gas cooling subsystems [J]. Automation of Electric Power Systems , 2019 , 43 ( 12 ): 76 - 84 .
郝然 , 艾芊 , 朱宇超 , 等 . 基于能源集线器的区域综合能源系统分层优化调度 [J]. 电力自动化设备 , 2017 , 37 ( 6 ): 171 - 178 .
HAO Ran , AI Qian , ZHU Yuchao , et al . Hierarchical optimal dispatch based on energy hub for regional integrated energy system [J]. Electric Power Automation Equipment , 2017 , 37 ( 6 ): 171 - 178 .
刘晓鸥 , 葛少云 . 区域综合能源系统的能效定义及其相关性分析 [J]. 电力系统自动化 , 2020 , 44 ( 8 ): 8 - 19 .
LIU Xiaoou , GE Shaoyun . Definition and correlation analysis on energy utilization efficiency of regional integrated energy system [J]. Automation of Electric Power Systems , 2020 , 44 ( 8 ): 8 - 19 .
赵营峰 . 几类分式规划问题的求解方法 [D]. 西安 : 西安电子科技大学 , 2017 .
ZHAO Yingfeng . Solution methods for several kinds of fractional programming problems [D]. Xi’an : Xidian University , 2017 .
分布式冷热电能源系统的节能率 第1部分:化石能源驱动系统 : GB/T 33757.1—2017 [S]. 2017 .
Energy saving ratio for distributed energy systems of combined cooling, heating and power—Part 1: fossil energy driven systems: GB/T 33757 . 1—2017 [S]. 2017 .
综合能耗计算通则 : GB/T 2589—2008 [S]. 2008 .
General principles for calculation of the comprehensive energy consumption : GB/T 2589—2008 [S]. 2008 .
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 .
何天雨 , 卫志农 , 孙国强 , 等 . 基于网损等值负荷模型的改进直流最优潮流算法 [J]. 电力系统自动化 , 2016 , 40 ( 6 ): 58 - 64 .
HE Tianyu , WEI Zhinong , SUN Guoqiang , et al . Modified direct current optimal power flow algorithm based on net loss equivalent load model [J]. Automation of Electric Power Systems , 2016 , 40 ( 6 ): 58 - 64 .
卫志农 , 张思德 , 孙国强 , 等 . 计及电转气的电-气互联综合能源系统削峰填谷研究 [J]. 中国电机工程学报 , 2017 , 37 ( 16 ): 4601 - 4609 .
WEI Zhinong , ZHANG Side , SUN Guoqiang , et al . Power-to-gas considered peak load shifting research for integrated electricity and natural-gas energy systems [J]. Proceedings of the CSEE , 2017 , 37 ( 16 ): 4601 - 4609 .
张刚 , 张峰 , 张利 , 等 . 考虑多种耦合单元的电气热联合系统潮流分布式计算方法 [J]. 中国电机工程学报 , 2018 , 38 ( 22 ): 6594 - 6605 .
ZHANG Gang , ZHANG Feng , ZHANG Li , et al . Distributed algorithm for the power flow calculation of integrated electrical, gas, and heating network considering various coupling units [J]. Proceedings of the CSEE , 2018 , 38 ( 22 ): 6594 - 6605 .
张冉 , 冉伦 , 杜涛 , 等 . 考虑满意度的两阶段DEA固定成本分摊方法 [J]. 中国管理科学 , 2019 , 27 ( 2 ): 138 - 149 .
ZHANG Ran , RAN Lun , DU Tao , et al . A fixed cost allocation based on two-stage DEA and satisfaction degree [J]. Chinese Journal of Management Science , 2019 , 27 ( 2 ): 138 - 149 .
李志伟 , 赵书强 , 李东旭 , 等 . 基于改进 ε -约束与采样确定性转化的电力系统日前调度机会约束模型快速求解技术 [J]. 中国电机工程学报 , 2018 , 38 ( 16 ): 4679 - 4691 .
LI Zhiwei , ZHAO Shuqiang , LI Dongxu , et al . Fast solving of day-ahead power system scheduling chance-constrained model based on improved ε -constrained and deterministic transform by sampling [J]. Proceedings of the CSEE , 2018 , 38 ( 16 ): 4679 - 4691 .
窦迅 , 王俊 , 王湘艳 , 等 . 基于演化博弈的区域电-气互联综合能源系统用户需求侧响应行为分析 [J]. 中国电机工程学报 , 2020 , 40 ( 12 ): 3775 - 3786 .
DOU Xun , WANG Jun , WANG Xiangyan , et al . Analysis of user demand side response behavior of regional integrated power and gas energy systems based on evolutionary game [J]. Proceedings of the CSEE , 2020 , 40 ( 12 ): 3775 - 3786 .
梅建春 , 卫志农 , 张勇 , 等 . 电-气互联综合能源系统多时间尺度动态优化调度 [J]. 电力系统自动化 , 2018 , 42 ( 13 ): 36 - 42 .
MEI Jianchun , WEI Zhinong , ZHANG Yong , et al . Dynamic optimal dispatch with multiple time scale in integrated power and gas energy systems [J]. Automation of Electric Power Systems , 2018 , 42 ( 13 ): 36 - 42 .
SHABANPOUR-HAGHIGHI A , SEIFI A R . An integrated steady-state operation assessment of electrical, natural gas, and district heating networks [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 5 ): 3636 - 3644 .
0
浏览量
0
下载量
27
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621