面向园区自洽能源系统的综合优化调度研究

邢雪亮; 贾利民; 胡俊杰; 师瑞峰

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面向园区自洽能源系统的综合优化调度研究

更新时间：2026-04-26

- 面向园区自洽能源系统的综合优化调度研究
- Vol. 53, Issue 2, Pages: 1-15(2026)
- 作者机构：
  
  1. 国家能源交通融合发展研究院(华北电力大学)
  2. 华北电力大学电气与电子工程学院
  3. 轨道交通控制与安全国家重点实验室(北京交通大学)
  4. 华北电力大学控制与计算机工程学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TK01;TM73
- Published：2026
- 稿件说明：
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邢雪亮, 贾利民, 胡俊杰, et al. 面向园区自洽能源系统的综合优化调度研究[J]. 2026, 53(2): 1-15.
DOI：

邢雪亮, 贾利民, 胡俊杰, et al. 面向园区自洽能源系统的综合优化调度研究[J]. 2026, 53(2): 1-15. DOI：

摘要

随着冷热电联供、分布式发电和混合储能在各类综合能源系统中的应用日益增加，其协同优化调度策略的制定成为进一步改善其能源效率与排放的关键。本文基于多能互补、多源供给和异质能流耦合特性构建具有能源自洽特征的园区自洽能源系统；针对上述能源系统，从运行成本、过程排放和外给能源等方面建立包含经济、低碳和自洽的多目标优化模型；基于上述模型，提出包括问题等价、变约束映射、目标归一化和决策向量的PCOD优化方法，将原问题模型与经典智能算法进行等价衔接。实验结果表明：与经典调度算法和标准启发式算法相比，所提方法能够在保证实时多能流平衡下，有效降低运行成本、碳排放量和外给能源，分别最多为12.24%

13.48%和32.18%

实现园区自洽能源系统的经济低碳自洽多维运行效益最优。

Abstract

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references

Lebesgue测度与积分[M].南京东南大学出版社,2017.

陈苏豪,吴越,曾伟,杨晓辉,王晓鹏,伍云飞.基于NNC法和DMC算法的CCHP型微电网两阶段调度[J].中国电力,2024(02).

师瑞峰,宁津,高毓钦,贾利民.含氢储能的公路交通风、光自洽微网系统优化调度策略研究[J].太阳能学报,2023(11).

邢雪亮,贾利民,陈卓.基于经验模态分解的超短期风速混合预测模型[J].华北电力大学学报(自然科学版),2024(06).

贾利民,师瑞峰,吉莉,武平.我国道路交通与能源融合发展战略研究[J].中国工程科学,2022(03).

贾利民,程鹏,张蜇,吉莉,徐春梅.“双碳”目标下轨道交通与能源融合发展路径和策略研究[J].中国工程科学,2022(03).

汤波,杨鹏,余光正,石礁,徐良军,杨秀.基于负荷峰谷耦合特性的中压配电网供区优化方法[J].中国电机工程学报,2022(19).

麻秀范,王戈,朱思嘉,余思雨.计及风电消纳与发电集团利益的日前协调优化调度[J].电工技术学报,2021(03).

徐青山,李淋,盛业宏,霍现旭,赵宝国.冷热电联供型多微网主动配电系统日前优化经济调度[J].电网技术,2018(06).

瞿凯平,黄琳妮,余涛,张孝顺.碳交易机制下多区域综合能源系统的分散调度[J].中国电机工程学报,2018(03).

金立军,侯珂,程逸帆.基于Pareto支配法的微电网多目标能量优化短时调度策略研究[J].电工技术学报,2016(S2).

Xueliang Xing,Limin Jia.Energy management in microgrid and multi‐microgrid[J].IET Renewable Power Generation,2023.

Yang Xiaohui,Wang Xiaopeng,Leng Zhengyang,Deng Yeheng,Deng Fuwei,Zhang Zhonglian,Yang Li,Liu Xiaoping.An optimized scheduling strategy combining robust optimization and rolling optimization to solve the uncertainty of RES-CCHP MG[J].Renewable Energy,2023.

Song Yuguang,Xia Mingchao,Yang Liu,Chen Qifang,Su Su.Multi-granularity source-load-storage cooperative dispatch based on combined robust optimization and stochastic optimization for a highway service area micro-energy grid[J].Renewable Energy,2023.

Dai Yiru,Zeng Yipu.Optimization of CCHP integrated with multiple load, replenished energy, and hybrid storage in different operation modes[J].Energy,2022.

Chen W.D.,Chua K.J..A novel and optimized operation strategy map for CCHP systems considering optimal thermal energy utilization[J].Energy,2022.

Yang Xiaohui,Leng Zhengyang,Xu Shaoping,Yang Chunsheng,Yang Li,Liu Kang,Song Yaoren,Zhang Liufang.Multi-objective optimal scheduling for CCHP microgrids considering peak-load reduction by augmented [formula omitted]-constraint method[J].Renewable Energy,2021.

Yi Xiang,Yuren Zhou,Xiaowei Yang,Han Huang.A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points[J].IEEE Transactions on Evolutionary Computation,2020.

Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran,Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran,Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran,Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran.An ideal point based many-objective optimization for community detection of complex networks[J].Information Sciences,2019.

Liu Nian,Wang Jie,Wang Lingfeng.Hybrid Energy Sharing for Multiple Microgrids in an Integrated Heat–Electricity Energy System[J].IEEE Transactions on Sustainable Energy,2019.

Qinghua Wang,Jizhen Liu,Yang Hu 0009,Xiaoning Zhang.Optimal Operation Strategy of Multi-Energy Complementary Distributed CCHP System and its Application on Commercial Building.[J].IEEE Access,2019.

An Liu 0001,Vincent K. N. Lau,Borna Kananian.Stochastic Successive Convex Approximation for Non-Convex Constrained Stochastic Optimization.[J].IEEE Trans. Signal Processing,2019.

Wang Dongshu,Tan Dapei,Liu Lei.Particle swarm optimization algorithm: an overview[J].Soft Computing,2018.

Li Yong,Zou Yao,Tan Yi,Cao Yijia,Liu Xindong,Shahidehpour Mohammad,Tian Shiming,Bu Fanpeng.Optimal Stochastic Operation of Integrated Low-Carbon Electric Power, Natural Gas, and Heat Delivery System[J].IEEE Transactions on Sustainable Energy,2018.

Lin Chenhui,Wu Wenchuan,Zhang Boming,Sun Yong.Decentralized Solution for Combined Heat and Power Dispatch Through Benders Decomposition[J].IEEE Transactions on Sustainable Energy,2017.

Chen, Xinyu,Kang, Chongqing,O'Malley, Mark,Xia, Qing,Bai, Jianhua,Liu, Chun,Sun, Rongfu,Wang, Weizhou,Li, Hui.Increasing the Flexibility of Combined Heat and Power for Wind Power Integration in China: Modeling and Implications[J].IEEE Transactions on Power Systems: A Publication of the Power Engineering Society,2015.

K.C. Tan,T.H. Lee,E.F. Khor.Evolutionary Algorithms for Multi-Objective Optimization: Performance Assessments and Comparisons.[J].Artificial Intelligence Review,2002.

David H. Wolpert,William G. Macready.No free lunch theorems for optimization.[J].IEEE Trans. Evolutionary Computation,1997(1).

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