Research on Day-ahead Dispatch of Electricity-heat Integrated Energy System Based on Improved PSO Algorithm

被引:2
作者
Shuai, Xuanyue [1 ]
Wang, Xiuli [1 ]
Li, Kaiying [1 ]
Wang, Bangyan [1 ]
Yuan, Shengqi [1 ]
Zhang, Liang [1 ]
机构
[1] Sch Xian Jiaotong Univ, Xian, Peoples R China
来源
2020 INTERNATIONAL CONFERENCE OF RECENT TRENDS IN ENVIRONMENTAL SUSTAINABILITY AND GREEN TECHNOLOGIES (ICRTEG 2020) | 2020年 / 204卷
关键词
electricity-heat integrated energy system; economic dispatch; improved PSO algorithm; electric vehicles;
D O I
10.1051/e3sconf/202020402008
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With the increasingly serious environmental pollution, it is of great significance to construct a comprehensive day-ahead dispatch model of the integrated energy system. For the regional electricity-heat integrated energy system, firstly analyze the operating characteristics and dispatch costs of all units in the system, and then establish the day-ahead economic dispatch model of the system. Furthermore, an improved PSO algorithm is designed based on the idea of adaptive weight and genetic algorithm, and the appropriate algorithm is used to solve the work schedule of each unit in the system through a calculation example. Then the sensitivity analysis of the electric boiler capacity is carried out. Finally, the feasibility of the proposed model is verified through the results analysis, which provides a reference scheme for the electricity-heat integrated energy system including electric vehicles.
引用
收藏
页数:9
相关论文
共 28 条
  • [21] Day-ahead energy management of a smart building energy system aggregated with electrical vehicles based on distributionally robust optimization
    Zhao, Bingxu
    Cao, Xiaodong
    Zhang, Shicong
    Ren, Jianlin
    Li, Jiayu
    BUILDING SIMULATION, 2025, : 339 - 352
  • [22] Research on system of ultra-flat carrying robot based on improved PSO algorithm
    Zhu, Jinghao
    Wu, Jun
    Chen, Zhongxiang
    Cao, Libo
    Yang, Minghai
    Xu, Wu
    FRONTIERS IN NEUROROBOTICS, 2023, 17
  • [23] Economic Dispatch of Integrated Electricity-Heat-Gas Energy System Considering Generalized Energy Storage and Concentrating Solar Power Plant
    Zhang D.
    Yun Y.
    Wang X.
    He J.
    Dong H.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2021, 45 (19): : 33 - 42
  • [24] Day-Ahead Optimal Scheduling Method of Park-Level Integrated Energy System Considering V2G Technology
    Wei, Wei
    Xu, Lin
    Xu, Jierui
    Liu, Chang
    Jin, Dan
    Liu, Xueyuan
    2021 11TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES 2021), 2021, : 827 - 833
  • [25] Hierarchical optimal scheduling method of heat-electricity integrated energy system based on Power Internet of Things
    Kong, Xiangyu
    Sun, Fangyuan
    Huo, Xianxu
    Li, Xue
    Shen, Yu
    ENERGY, 2020, 210
  • [26] Real-time dispatch of an integrated energy system based on multi-stage reinforcement learning with an improved action-choosing strategy
    Zheng, Lingwei
    Wu, Hao
    Guo, Siqi
    Sun, Xinyu
    ENERGY, 2023, 277
  • [27] Smart generation system: A decentralized multi-agent control architecture based on improved consensus algorithm for generation command dispatch of sustainable energy systems
    Quan, Yue
    Xi, Lei
    APPLIED ENERGY, 2024, 365
  • [28] Research on Coordination Optimal Scheduling Method for Integrated Energy System Based on Finite-time Event-triggered Consensus Algorithm
    Wu, Lizhen
    Yang, Heng
    Chen, Wei
    Pei, Tingting
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2022,