考虑灵活性的城市综合能源系统区间优化调度

盛煊; 林舜江; 梁炜焜; 杨悦荣; 刘明波

doi:10.13334/j.0258-8013.pcsee.240167

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考虑灵活性的城市综合能源系统区间优化调度

城市综合能源系统协同调控与互动交易 | 更新时间：2026-02-06

- 考虑灵活性的城市综合能源系统区间优化调度
- Interval Optimal Dispatch of Urban Integrated Energy System Considering the Flexibility
- 中国电机工程学报 2025年45卷第10期页码：3723-3736
- 作者机构：
  
  华南理工大学电力学院, 广东省广州市 510640
- 作者简介：
  
  [ "盛煊(1999)，男，博士研究生，研究方向为能源系统优化运行与控制，601911447@qq.com" ]
  林舜江(1980)，男，副研究员，博士生导师，研究方向为电力与能源系统优化运行与控制，linshj@scut.edu.cn
- 基金信息：
  
  国家自然科学基金项目(51977080);广东省基础与应用基础研究基金项目(2023A1515240075);广东省基础与应用基础研究基金项目(2024B1515250007)
- DOI：10.13334/j.0258-8013.pcsee.240167
  中图分类号： TM73
- 收稿：2024-01-23，
  
  网络首发：2024-05-20，
  
  纸质出版：2025-05-20
- 稿件说明：
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盛煊, 林舜江, 梁炜焜, 等. 考虑灵活性的城市综合能源系统区间优化调度[J]. 中国电机工程学报, 2025,45(10):3723-3736.

Xuan SHENG, Shunjiang LIN, Weikun LIANG, et al. Interval Optimal Dispatch of Urban Integrated Energy System Considering the Flexibility[J]. Proceedings of the CSEE, 2025, 45(10): 3723-3736.
盛煊, 林舜江, 梁炜焜, 等. 考虑灵活性的城市综合能源系统区间优化调度[J]. 中国电机工程学报, 2025,45(10):3723-3736. DOI： 10.13334/j.0258-8013.pcsee.240167.

Xuan SHENG, Shunjiang LIN, Weikun LIANG, et al. Interval Optimal Dispatch of Urban Integrated Energy System Considering the Flexibility[J]. Proceedings of the CSEE, 2025, 45(10): 3723-3736. DOI： 10.13334/j.0258-8013.pcsee.240167.

摘要

城市综合能源系统(urban integrated energy system，UIES)作为城市能源生产、运输、消费的载体，其运行中需要具备充足的灵活性来应对各种不确定波动。从灵活性的定义出发，该文提出基于不确定量波动范围的灵活性调度指标。为降低传统区间数在描述不确定量时由于概率信息丢失而导致的决策保守性，提出采用考虑相关性的多带区间数(multi-band interval number，MBIN)描述不确定量的方法，并通过历史数据和插值法得到连续的累积分布函数。提出以运行成本最小和可容纳室外温度和光照强度不确定波动范围最大的UIES多目标区间优化调度模型。采用区间可能度方法处理含有传统区间数和考虑相关性的MBIN的约束条件，将原问题转化为确定性多目标混合整数线性规划问题。通过一种直接求解多目标优化问题折中最优解的方法，将此问题进一步转化为可以高效求得折中最优解的单目标混合整数线性规划问题。最后，通过一个含有农业-工业-商业园区的实际UIES的算例分析，结果验证所提出模型和求解方法的正确有效性。

Abstract

As a carrier of urban energy generation

transport and consumption

the urban integrated energy system(UIES) requires sufficient flexibility in its operation to balance various uncertain fluctuations. A flexibility index for dispatch based on the fluctuation range of uncertainty is proposed from the definition of flexibility. To reduce the decision conservatism of using traditional interval numbers to describe uncertainties due to the loss of probabilistic information

a multi-band interval number(MBIN) considering correlation is proposed to describe the uncertainties. A continuous cumulative distribution function is obtained from the historical data and interpolation method. A multi-objective interval optimization dispatch model for UIES is proposed to minimize the operating cost and maximize the available uncertain fluctuation range of outdoor temperature and illumination intensity. The interval possibility method is used to handle the constraints containing traditional interval numbers and MBIN considering correlation

and transforms the original model into a deterministic multi-objective mixed-integer linear optimization model. Using a method for directly solving the compromise optimal solution of the multi-objective optimization problem

the model is further transformed into a single-objective mixed-integer linear programming model

which can be solved efficiently. Finally

an actual UIES with agricultural-industrial-commercial campus case is analyzed

and the computational results validate the effectiveness of the proposed model and solution method.

关键词

Keywords

references

李鹏, 王加浩, 王子轩, 等 .. 基于多元能量供需-成本映射分析的园区综合能源系统协同优化运行方法 [J ] .. 中国电机工程学报 ,, 2023 ,, 43 (( 11 ):): 4307 -- 4318 .. DOI: 10.13334/j.0258-8013.pcsee.220745 http://doi.org/10.13334/j.0258-8013.pcsee.220745 .

LI Peng, WANG Jiahao, WANG Zixuan, et al .. Collaborative optimal scheduling of the community integrated energy system based on multi-energy supply/demand-cost mapping analysis [J ] . Proceedings of the CSEE , 2023 ,, 43 (( 11 ):): 4307 -- 4318 .. DOI: 10.13334/j.0258-8013.pcsee.220745 http://doi.org/10.13334/j.0258-8013.pcsee.220745 .

全国能源信息平台. 抽水蓄能的价值与功能作用[EB/OL ] . (2020-08-05)[2023-10-31 ] . https://baijiahao.baidu.com/s?id=1674160498825324978&wfr=spider&for=pc https://baijiahao.baidu.com/s?id=1674160498825324978&wfr=spider&for=pc .

National Energy Information Platform. The value and functional role of pumped storage[EB/OL ] . (2020-08-05) [2023-10-31 ] . https://baijiahao.baidu.com/s?id=1674160498825324978&wfr=spider&for=pc https://baijiahao.baidu.com/s?id=1674160498825324978&wfr=spider&for=pc (in Chinese).

侯验秋, 丁一, 包铭磊, 等 .. 电–气耦合视角下德州大停电事故分析及对我国新型电力系统发展启示 [J ] .. 中国电机工程学报 ,, 2022 ,, 42 (( 21 ):): 7764 -- 7775 ..

HOU Yanqiu, DING Yi, BAO Minglei, et al .. Analysis of Texas blackout from the perspective of electricity-gas coupling and its enlightenment to the development of China's new power system [J ] . Proceedings of the CSEE , 2022 ,, 42 (( 21 ):): 4307 -- 4318 ..

邱玥, 陆帅, 陆海, 等 .. 综合能源系统灵活性: 基本内涵、数学模型与研究框架 [J ] .. 电力系统自动化 ,, 2022 ,, 46 (( 17 ):): 16 -- 43 ..

QIU Yue, LU Shuai, LU Hai, et al .. Flexibility of integrated energy system: basic connotation, mathematical model and research framework [J ] . Automation of Electric Power Systems , 2022 ,, 46 (( 17 ):): 16 -- 43 ..

IEA. Empowering variable renewables—options for flexible electricity systems[R]. Paris, France: IEA, 2008.

QIN Yuxia, LIU Pei, LI Zheng .. Enhancing accuracy of flexibility characterization in integrated energy system design: a variable temporal resolution optimization method [J ] .. Energy ,, 2024 ,, 288 , 129804 . DOI: 10.1016/j.energy.2023.129804 http://doi.org/10.1016/j.energy.2023.129804 .

陶远超, 覃洪培, 万灿, 等 .. 基于概率预测的电-热综合能源系统灵活性聚合与优化调度 [J ] .. 电力系统自动化 ,, 2023 ,, 47 (( 21 ):): 67 -- 78 .. DOI: 10.7500/AEPS20221203004 http://doi.org/10.7500/AEPS20221203004 .

TAO Yuanchao, QIN Hongpei, WAN Can, et al .. Flexibility aggregation and optimal dispatching of integrated electricity-heat energy system based on probabilistic forecasting [J ] . Automation of Electric Power Systems , 2023 ,, 47 (( 21 ):): 67 -- 78 .. DOI: 10.7500/AEPS20221203004 http://doi.org/10.7500/AEPS20221203004 .

LIU Beilin, LIU Zhiqiang, REN Jingzheng, et al .. Real-time operational optimization for flexible multi-energy complementary integrated energy systems [J ] .. Journal of Cleaner Production ,, 2023 ,, 428 , 139415 . DOI: 10.1016/j.jclepro.2023.139415 http://doi.org/10.1016/j.jclepro.2023.139415 .

韩子娇, 那广宇, 董鹤楠, 等 .. 考虑灵活性供需平衡的含电转氢综合能源系统鲁棒优化调度 [J ] .. 电力系统保护与控制 ,, 2023 ,, 51 (( 6 ):): 161 -- 169 ..

HAN Zijiao, NA Guangyu, DONG Henan, et al .. Robust optimal operation of integrated energy system with P2H considering flexibility balance [J ] . Power System Protection and Control , 2023 ,, 51 (( 6 ):): 161 -- 169 ..

TIE Yingqi, HU Bo, SHAO Changzheng, et al .. Integrated flexibility characterization and measurement of distributed multi-energy systems considering temporal coupling constraints [J ] .. Energy ,, 2023 ,, 283 , 128684 . DOI: 10.1016/j.energy.2023.128684 http://doi.org/10.1016/j.energy.2023.128684 .

葛晓琳, 余捷, 符杨, 等 .. 考虑源荷互动的电力系统随机碳流优化 [J ] .. 中国电机工程学报 ,, 2024 ,, 44 (( 24 ):): 6263 -- 6278 .. DOI: 10.13334/j.0258-8013.pcsee.231264 http://doi.org/10.13334/j.0258-8013.pcsee.231264 .

GE Xiaolin, YU Jie, FU Yang, et al .. Stochastic carbon flow optimization of power system considering source-load interaction [J ] . Proceedings of the CSEE , 2024 ,, 44 (( 24 ):): 6263 -- 6278 .. DOI: 10.13334/j.0258-8013.pcsee.231264 http://doi.org/10.13334/j.0258-8013.pcsee.231264 .

LIANG Weikun, LIN Shunjiang, LEI Shunbo, et al .. Distributionally robust optimal dispatch of CCHP campus microgrids considering the time-delay of pipelines and the uncertainty of renewable energy [J ] .. Energy ,, 2022 ,, 239 , 122200 . DOI: 10.1016/j.energy.2021.122200 http://doi.org/10.1016/j.energy.2021.122200 .

CHEN Yanbo, ZHANG Zhi, CHEN Hao, et al .. Robust UC model based on multi-band uncertainty set considering the temporal correlation of wind/load prediction errors [J ] .. IET Generation, Transmission & Distribution ,, 2020 ,, 14 (( 2 ):): 180 -- 190 ..

LIANG Weikun, LIN Shunjiang, LIU Mingbo, et al .. Stochastic economic dispatch of regional integrated energy system considering the pipeline dynamics using improved approximate dynamic programming [J ] .. International Journal of Electrical Power & Energy Systems ,, 2022 ,, 141 , 108190 . .

LUO Fengji, ZHAO Junhua, DONG Zhaoyang, et al .. Optimal dispatch of air conditioner loads in southern China region by direct load control [J ] .. IEEE Transactions on Smart Grid ,, 2016 ,, 7 (( 1 ):): 439 -- 450 .. DOI: 10.1109/TSG.2014.2388233 http://doi.org/10.1109/TSG.2014.2388233 .

YANG Jingwei, ZHANG Ning, KANG Chongqing, et al .. A State-independent linear power flow model with accurate estimation of voltage magnitude [J ] .. IEEE Transactions on Power Systems ,, 2017 ,, 32 (( 5 ):): 3607 -- 3617 .. DOI: 10.1109/TPWRS.2016.2638923 http://doi.org/10.1109/TPWRS.2016.2638923 .

LIN Shunjiang, SHENG Xuan, XIE Yuquan, et al .. An uncertain optimal energy flow model for CCHP campus microgrid using parameterized probability boxes [J ] .. Journal of Modern Power Systems and Clean Energy ,, 2023 ,, 11 (( 5 ):): 1618 -- 1633 ..

CHEN Ge, ZHANG Hongcai, HUI Hongxun, et al .. Scheduling thermostatically controlled loads to provide regulation capacity based on a learning-based optimal power flow model [J ] .. IEEE Transactions on Sustainable Energy ,, 2021 ,, 12 (( 4 ):): 2459 -- 2470 .. DOI: 10.1109/TSTE.2021.3100846 http://doi.org/10.1109/TSTE.2021.3100846 .

ZHANG Quan, GAO Qisheng, GENG Jinhua .. New approach to multiple attribute decision making with interval numbers [J ] .. Journal of Systems Engineering and Electronics ,, 2008 ,, 19 (( 2 ):): 304 -- 310 .. DOI: 10.1016/S1004-4132(08)60083-3 http://doi.org/10.1016/S1004-4132(08)60083-3 .

梁宇涛, 林舜江, 冯祥勇, 等 .. 海上风电场交流集电和多端柔直输电并网系统多目标优化规划 [J ] .. 电网技术 ,, 2024 ,, 48 (( 6 ):): 2404 -- 2415 ..

LIANG Yutao, LIN Shunjiang, FENG Xiangyong, et al .. Multi-objective optimal planning for AC electrical collector and VSC-MTDC transmission grid-connected system of offshore wind farms [J ] . Power System Technology , 2024 ,, 48 (( 6 ):): 2404 -- 2415 ..

路朋, 陈思捷, 张宁, 等 .. 计及区间预测信息的含风电电力系统有功多时间尺度协调调度优化方法 [J ] .. 中国电机工程学报 ,, 2024 ,, 44 (( 16 ):): 6263 -- 6278 .. DOI: 10.13334/j.0258-8013.pcsee.231639 http://doi.org/10.13334/j.0258-8013.pcsee.231639 .

LU Peng, CHEN Sijie, ZHANG Ning, et al .. Multi-time scale coordinated dispatch optimization method for power system with large-scale wind power grid-integrated based on interval prediction [J ] . Proceedings of the CSEE , 2024 ,, 44 (( 16 ):): 6263 -- 6278 .. DOI: 10.13334/j.0258-8013.pcsee.231639 http://doi.org/10.13334/j.0258-8013.pcsee.231639 .

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