Economic Operation Optimization Under Real-Time Pricing for an Energy Management System in a Redundancy-Based Microgrid

被引:6
作者
Fagundes, Thales Augusto [1 ]
Fuzato, Guilherme Henrique Favaro [2 ]
Magossi, Rafael Fernando Quirino [3 ]
Flores, Manuel Antonio Barrios [4 ]
Vasquez, Juan C. [4 ]
Guerrero, Josep M. [4 ]
Machado, Ricardo Quadros [1 ]
机构
[1] Univ Sao Paulo, Sao Carlos Sch Engn, BR-13566590 Sao Carlos, Brazil
[2] Fed Inst Educ Sci & Technol Sao Paulo, BR-01109010 Campinas, Brazil
[3] Solar21, BR-04547006 Sao Paulo, Brazil
[4] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
基金
巴西圣保罗研究基金会;
关键词
Battery energy storage system (BESS); energy management system (EMS); operating cost; particle swarm optimization (PSO); state-of-charge (SoC) equalization; DC; AC;
D O I
10.1109/TIE.2023.3325566
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
DC microgrids (MGs) represent self-contained systems for distributing and managing electricity locally, offering advantages in terms of efficiency and control. This article proposes the optimization of redundancy-based dc MG, emphasizing the integration of an intelligent algorithm to minimize operational costs under real-time pricing conditions and also increase the efficiency operation. The redundancy-based dc MG consists of a cascaded bidirectional Cuk converter (CBC) linked to a cascaded bidirectional boost converter, sharing two battery energy storage system (BESS) units as common inputs. Thereby, two boost converters interface the dc utility and fuel cell (FC) to the dc-link of the CBC. The redundancy-based dc MG operates with a coordinated and decentralized control among the dc utility, FC and two BESS units. The energy management system (EMS) employs a droop control for the dc utility and FC, while BESS units adhere to a state-of-charge (SoC)-sharing function. In addition, the particle swarm optimization dynamically adjusts EMS parameters for optimal real-time performance. Then, a stability analysis determines MG operational boundaries, and the effectiveness of the method is confirmed through experiments using Typhoon HIL and dSPACE setups. Finally, comparative evaluations against traditional SoC-based droop and genetic algorithms demonstrate the cost reduction of the proposed approach.
引用
收藏
页码:8872 / 8882
页数:11
相关论文
共 26 条
[1]   Distributed Control and Optimization of DC Microgrids: A Port-Hamiltonian Approach [J].
Abdolmaleki, Babak ;
Bergna-Diaz, Gilbert .
IEEE ACCESS, 2022, 10 :64222-64233
[2]   Model-Free Energy Management System for Hybrid Alternating Current/Direct Current Microgrids [J].
Brandao, Danilo I. ;
dos Santos, Rhonei P. ;
Silva, Waner Wodson A. G. ;
Oliveira, Thiago R. ;
Donoso-Garcia, Pedro Francisco .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (05) :3982-3991
[3]   Hierarchical Coordination of a Community Microgrid With AC and DC Microgrids [J].
Che, Liang ;
Shahidehpour, Mohammad ;
Alabdulwahab, Ahmed ;
Al-Turki, Yusuf .
IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (06) :3042-3051
[4]   Unbalanced Operation Principle and Fast Balancing Charging Strategy of a Cascaded Modular Multilevel Converter-Bidirectional DC-DC Converter in the Shipboard Applications [J].
Chen, Peng ;
Xiao, Fei ;
Liu, Jilong ;
Zhu, Zhichao ;
Ren, Qiang .
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2020, 6 (03) :1265-1278
[5]   Distributed Control Strategies for Microgrids: An Overview [J].
Espina, Enrique ;
Llanos, Jacqueline ;
Burgos-Mellado, Claudio ;
Cardenas-Dobson, Roberto ;
Martinez-Gomez, Manuel ;
Saez, Doris .
IEEE ACCESS, 2020, 8 :193412-193448
[6]   Fuzzy Controller for Energy Management and SoC Equalization in DC Microgrids Powered by Fuel Cell and Energy Storage Units [J].
Fagundes, Thales Augusto ;
Favaro Fuzato, Guilherme Henrique ;
Bueno Ferreira, Plinio Goncalves ;
Biczkowski, Mauricio ;
Machado, Ricardo Quadros .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN INDUSTRIAL ELECTRONICS, 2022, 3 (01) :90-100
[7]   Management and Equalization of Energy Storage Devices for DC Microgrids Using a SoC-Sharing Function [J].
Fagundes, Thales Augusto ;
Favaro Fuzato, Guilherme Henrique ;
De Aguiar, Cassius Rossi ;
Ottoboni, Klebber De Araujo ;
Biczkowski, Mauricio ;
Machado, Ricardo Quadros .
IEEE ACCESS, 2020, 8 :78576-78589
[8]   Operation Loss Minimization Targeted Distributed Optimal Control of DC Microgrids [J].
Fan, Zhen ;
Fan, Bo ;
Peng, Jiangkai ;
Liu, Wenxin .
IEEE SYSTEMS JOURNAL, 2021, 15 (04) :5186-5196
[9]   Robust Operation of Shipboard Microgrids With Multiple-Battery Energy Storage System Under Navigation Uncertainties [J].
Fang, Sidun ;
Xu, Yan ;
Wang, Hongdong ;
Shang, Ce ;
Feng, Xue .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (10) :10531-10544
[10]   Application of Soft-Switching Cell With Inherent Redundancy Properties for Enhancing the Reliability of Boost-Based DC-DC Converters [J].
Faraji, Rasoul ;
Ding, Lei ;
Rahimi, Tohid ;
Kheshti, Mostafa .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (11) :12342-12354