Impact of thermal stores on multi-energy microgrids with multi-layer dynamic control architecture

被引:0
|
作者
Horrillo-Quintero, Pablo [1 ]
de la Cruz-loredo, Ivan [2 ]
Garcia-Trivino, Pablo [1 ]
Ugalde-Loo, Carlos E. [2 ]
Fernandez-Ramirez, Luis M. [1 ]
机构
[1] Univ Cadiz, Higher Tech Sch Engn Algeciras ETSIA, Dept Elect Engn, Res Grp Sustainable & Renewable Elect Technol PAID, Avda Ramon Puyol S-N, Cadiz 11202, Spain
[2] Cardiff Univ, Ctr Integrated Renewable Generat & Supply CIREGS, Sch Engn, Cardiff CF24 3AA, Wales
来源
SUSTAINABLE ENERGY GRIDS & NETWORKS | 2025年 / 42卷
关键词
Multi-energy microgrid; Thermal energy storage; Dynamic control; Hydrogen; Electrical power; STORAGE; FLEXIBILITY; SYSTEMS;
D O I
10.1016/j.segan.2025.101667
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Thermal energy storage systems (TESSs) enhance multi-energy microgrids (MEMGs) operation by optimizing energy management. While previous research primarily focused on optimizing the MEMG operation using static MEMG models, this paper analyzes the dynamic impact of TESS on a grid-connected residential MEMG. This includes a photovoltaic plant, an electrical battery, and a hydrogen system with an electrolyzer, a fuel cell, and hydrogen tank. The thermal subsystem includes a gas boiler, a micro-combined heat and power (CHP) unit, an electric boiler, and a TESS tank. A novel intelligent control architecture based on fuzzy logic, model predictive control, and nonlinear optimization is presented to control the MEMG. Simulation results with TESS reveal a balanced heat production and demand, and improved temperature control. The integral time squared error (ITSE) is reduced by 91 % for the hot water circuit control and 81 % for the overall thermal balance of the MEMG. The improved control scheme also reduces the gas consumption, with a reduction of 12.44 % for the gas boiler, 1.81 % for the CHP, and 8.66 % in total, leading in turn to reduced operational costs (by 6 %) and CO2 emissions (by 8.37 %) compared to the MEMG operation without a TESS under the same control scheme.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Coordinated Energy Scheduling for Autonomous Microgrids Based on Multi-layer Control Architecture
    Du, Yigao
    Wu, Jing
    Li, Shaoyuan
    Long, Chengnian
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 7460 - 7465
  • [2] Multi-Layer Architecture for Voltage and Frequency Control in Networked Microgrids
    Zamora, Ramon
    Srivastava, Anurag K.
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (03) : 2076 - 2096
  • [3] Adaptive Robust Operation of Multi-Energy Microgrids with Thermal Load Control
    Du, Bin
    Wang, Haizhu
    Zeng, Kaiwen
    Liu, Jianing
    Lin, Bin
    You, Yi
    2020 INTERNATIONAL CONFERENCE ON SMART GRIDS AND ENERGY SYSTEMS (SGES 2020), 2020, : 1016 - 1021
  • [4] Peer-to-Peer Control for Networked Microgrids: Multi-Layer and Multi-Agent Architecture Design
    Wang, Yu
    Nguyen, Tung-Lam
    Xu, Yan
    Tran, Quoc-Tuan
    Caire, Raphael
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (06) : 4688 - 4699
  • [5] Power Coordinated Control of the Islanded Multi-layer Microgrids
    Yang, Ping
    Zheng, Chengli
    Xu, Zhirong
    He, Ting
    Yin, Xu
    Shen, Shen
    2016 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT-ASIA), 2016, : 1145 - 1150
  • [6] Reliability assessment of island multi-energy microgrids
    Santos, Marcos
    Huo, Da
    Wade, Neal
    Greenwood, David
    Sarantakos, Ilias
    Energy Conversion and Economics, 2021, 2 (03): : 169 - 182
  • [7] Modelling Aspects of Flexible Multi-Energy Microgrids
    Holjevac, Ninoslav
    Capuder, Tomislav
    Kuzle, Igor
    Zhang, Ning
    Kang, Chongquing
    2018 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC), 2018,
  • [8] A Multi-Layer control architecture for unmanned aerial vehicles
    Boskovic, JD
    Prasanth, R
    Mehra, RK
    PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 1825 - 1830
  • [9] Multi-Layer Model Predictive Optimization of Energy Efficient Building Microgrids
    Fatehi, Nina
    Nazari, Masoud H.
    IEEE ACCESS, 2024, 12 : 13037 - 13045
  • [10] Multi-Layer Active Power and Frequency Control Strategy for Industrial Microgrids
    Rey, Juan M.
    Solano, Javier
    Torres-Martinez, Javier
    Miret, Jaume
    Moradi Ghahderijani, Mohammad
    Castilla, Miguel
    IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 2588 - 2593