HIERARCHICAL DISTRIBUTED MODEL PREDICTIVE CONTROL FOR MULTIPLE HYBRID ENERGY STORAGE SYSTEMS IN A DC MICROGRID

被引：3

作者：

Yang, Weilin ^{[1
]}

Zhao, Chaonan ^{[1
]}

Hu, Guanyang ^{[1
]}

Xu, Dezhi ^{[1
]}

Pan, Tinglong ^{[1
]}

机构：

[1] Jiangnan Univ, Sch Internet Things Engn, 1800 Lihu Ave, Wuxi 214122, Peoples R China

来源：

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2023年 / 19卷 / 06期

基金：

中国国家自然科学基金;

关键词：

DC microgrid; Hybrid energy storage system; Distributed model predictive control;

D O I：

10.24507/ijicic.19.06.1735

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

. The coordination and optimization between multiple hybrid energy storage systems in direct current (DC) microgrid can effectively meet the load demand of microgrid and extend the life of generator sets, thus ensuring the stability and safety of grid operation. In this paper, a hierarchical distributed model predictive control is constructed; the upper layer employs an iterative distributed control strategy for the purpose of power scheduling coordination, while the lower layer uses finite-control set model predictive control to achieve accurate power tracking. The optimization problem in the upper layer is solved by the alternating direction method of multipliers. Moreover, the time delay caused by computations is taken into account by considering one-step delay compensation. Simulations show the effectiveness of the proposed method in hybrid energy storage system control.

引用

页码：1735 / 1751

页数：17

共 35 条

[1] A Comprehensive Review of Hybrid Energy Storage Systems: Converter Topologies, Control Strategies and Future Prospects [J].

Babu, Thanikanti Sudhakar ;

Vasudevan, Krishnakumar R. ;

Ramachandaramurthy, Vigna K. ;

Sani, Suleiman Bala ;

Chemud, Sansubari ;

Lajim, Rosli Mat .

IEEE ACCESS, 2020, 8 :148702-148721

[2] An MPC-based power management of standalone DC microgrid with energy storage [J].

Batiyah, Salem ;

Sharma, Roshan ;

Abdelwahed, Sherif ;

Zohrabi, Nasibeh .

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 120

[3] Analysis and design of an impedance source modular DC/DC converter for energy storage system [J].

Bi, Kaitao ;

Liu, Yue ;

Tian, Bing ;

Yang, Weilin ;

Xu, Dezhi ;

Yan, Wenxu .

2020 IEEE 9TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (IPEMC2020-ECCE ASIA), 2020, :1318-1323

[4] Control of a Hybrid Energy Storage System for a Hybrid Compensation System [J].

Boehm, Ralf ;

Steglich, Michael ;

Rehtanz, Christian ;

Paulsburg, Martin ;

Datsevic, Sergey ;

Brunner, Benjamin ;

Franke, Joerg .

CHEMICAL ENGINEERING & TECHNOLOGY, 2019, 42 (09) :1879-1885

[5] Distributed optimization and statistical learning via the alternating direction method of multipliers [J].

Boyd S. ;

Parikh N. ;

Chu E. ;

Peleato B. ;

Eckstein J. .

Foundations and Trends in Machine Learning, 2010, 3 (01) :1-122

[6] 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

[7] A Model Predictive Control Method for Hybrid Energy Storage Systems [J].

Chen, Siyuan ;

Yang, Qiufan ;

Zhou, Jianyu ;

Chen, Xia .

CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2021, 7 (02) :329-338

[8] DC-Microgrid System Design, Control, and Analysis [J].

El-Shahat, Adel ;

Sumaiya, Sharaf .

ELECTRONICS, 2019, 8 (02)

[9] Hierarchical Distributed Model Predictive Control of Interconnected Microgrids [J].

Hans, C. A. ;

Braun, P. ;

Raisch, J. ;

Gruene, L. ;

Reincke-Collon, C. .

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (01) :407-416

[10] Emergence of hybrid energy storage systems in renewable energy and transport applications - A review [J].

Hemmati, Reza ;

Saboori, Hedayat .

RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 65 :11-23

← 1 2 3 4 →