An FPGA Kalman-MPPT Implementation Adapted in SST-Based Dual Active Bridge Converters for DC Microgrids Systems

被引:7
作者
Becerra-Nunez, Guillermo [1 ,2 ]
Castillo-Atoche, Alejandro [3 ]
Vazquez-Castillo, Javier [2 ]
Datta, Asim [4 ]
Quijano-Cetina, Renan Gabriel [3 ,5 ]
Pena-Alzola, Rafael [5 ]
Carrasco-Alvarez, Roberto [6 ]
Osorio-De-La-Rosa, Edith [1 ,2 ]
机构
[1] CONACyT, Dept Engn, Mexico City 03940, DF, Mexico
[2] Univ Quintana Roo, Dept Engn, Chetmal 77019, Quintana Roo, Mexico
[3] Autonomous Univ Yucatan, Dept Mech Engn, Merida 97000, Yucatan, Mexico
[4] Mizoram Univ, Dept Elect Engn, Aizawl 796004, India
[5] Univ Strathclyde, Dept Elect & Elect Engn, Glasgow G1 1XQ, Lanark, Scotland
[6] Univ Guadalajara, Dept Elect, Guadalajara 44430, Jalisco, Mexico
基金
英国科研创新办公室;
关键词
Microgrids; Field programmable gate arrays; Kalman filters; Hardware; Maximum power point trackers; Mathematical model; Adaptation models; DC-DC power converters; power generation; field programmable gate arrays; POWER POINT TRACKING; OPTIMIZATION; TRANSFORMER; MANAGEMENT; ARCHITECTURE; INTEGRATION; DESIGN; FILTER;
D O I
10.1109/ACCESS.2020.3033718
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The design of digital hardware controllers for the integration of renewable energy sources in DC microgrids is a research topic of interest. In this paper, a Kalman filter-based maximum power point tracking algorithm is implemented in an FPGA and adapted in a dual active bridge (DAB) converter topology for DC microgrids. This approach uses the Hardware/Software (HW/SW) co-design paradigm in combination with a pipelined piecewise polynomial approximation design of the Kalman-maximum power point tracking (MPPT) algorithm instead of traditional lookup table (LUT)-based methods. Experimental results reveal a good integration of the Kalman-MPPT design with the DAB-based converter, particularly during irradiation and temperature variations due to changes in weather conditions, as well as a good-balanced hardware design in complexity and area-time performance compared to other state-of-art FPGA designs.
引用
收藏
页码:202946 / 202957
页数:12
相关论文
共 51 条
[11]   Solar-dc Microgrid for Indian Homes: A Transforming Power Scenario [J].
Jhunjhunwala A. ;
Lolla A. ;
Kaur P. .
1600, Institute of Electrical and Electronics Engineers Inc., United States (04) :10-19
[12]   DC Microgrid Technology: System Architectures, AC Grid Interfaces, Grounding Schemes, Power Quality, Communication Networks, Applications, and Standardizations Aspects [J].
Kumar, Dinesh ;
Zare, Firuz ;
Ghosh, Arindam .
IEEE ACCESS, 2017, 5 :12230-12256
[13]   Integration of Solar PV With Low-Voltage Weak Grid System: Using Maximize-M Kalman Filter and Self-Tuned P&O Algorithm [J].
Kumar, Nishant ;
Singh, Bhim ;
Panigrahi, Bijaya Ketan .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (11) :9013-9022
[14]   Neural-Network-Based MPPT Control of a Stand-Alone Hybrid Power Generation System [J].
Lin, Whei-Min ;
Hong, Chih-Ming ;
Chen, Chiung-Hsing .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (12) :3571-3581
[15]   Floating-to-fixed-point conversion for digital signal processors [J].
Menard, Daniel ;
Chillet, Daniel ;
Sentieys, Olivier .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2006, 2006 (1)
[16]   FPGA-Based Sensorless PMSM Speed Control Using Reduced-Order Extended Kalman Filters [J].
Nguyen Khanh Quang ;
Nguyen Trung Hieu ;
Ha, Q. P. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (12) :6574-6582
[17]   Distributed Secondary Level Control for Energy Storage Management in DC Microgrids [J].
Oliveira, Thiago Ribeiro ;
Goncalves Silva, Waner Wodson Aparecido ;
Donoso-Garcia, Pedro Francisco .
IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (06) :2597-2607
[18]  
Ortiz G, 2013, INT C POWER ELECT DR, P1285, DOI 10.1109/PEDS.2013.6527217
[19]   Hybrid AC/DC microgrid test system simulation: grid-connected mode [J].
Ortiz, Leony ;
Orizondo, Rogelio ;
Aguila, Alexander ;
Gonzalez, Jorge W. ;
Lopez, Gabriel J. ;
Isaac, Idi .
HELIYON, 2019, 5 (12)
[20]   A Hybrid ANFIS-ABC Based MPPT Controller for PV System With Anti-Islanding Grid Protection: Experimental Realization [J].
Padmanaban, Sanjeevikumar ;
Priyadarshi, Neeraj ;
Bhaskar, Mahajan Sagar ;
Holm-Nielsen, Jens Bo ;
Ramachandaramurthy, Vigna K. ;
Hossain, Eklas .
IEEE ACCESS, 2019, 7 :103377-103389