Study on MPPT Algorithm Based on an Efficient Hybrid Conjugate Gradient Method in a Photovoltaic System

被引：5

作者：

Jinpeng, Wang ^{[1
]}

Qinxue, Yao ^{[1
]}

Bo, Zhang ^{[1
]}

Jeremy-Gillbanks ^{[2
]}

Xin, Zhao ^{[1
]}

机构：

[1] Dalian Polytech Univ, Sch Informat Sci & Engn, Dalian 116039, Liaoning, Peoples R China

[2] Univ Western Australia, Sch Elect Elect & Comp Engn, 6009 AP, Perth, WA, Australia

来源：

IEEE ACCESS | 2023年 / 11卷

基金：

中国国家自然科学基金;

关键词：

Photovoltaic cells; Mathematical models; Photovoltaic systems; Heuristic algorithms; Maximum power point trackers; Integrated circuit modeling; Temperature measurement; MPPT; conjugate gradien; photovoltaic system; IMAGE ENCRYPTION; CONSTELLATION DESIGN;

D O I：

10.1109/ACCESS.2022.3233826

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

An MPPT (Maximum Power Point Tracking) plays a vital role in a photovoltaic(PV) power generation system. Applying the optimum MPPT is a significant way to achieve an efficient PV system. The MPPT methods' efficiency counts on the two MPPT factors, including the perturbation period and the perturbation amplitude. Nevertheless, realizing MPPT in the photovoltaic array is very hard when the natural conditions change, especially for the temperature and light intensity. This paper proposed a new method based on Conjugate Gradient (CG) to address the problem of hard reasonable considering both dynamic and steady-state performance in some existing MPPT algorithms. Meanwhile, the presented algorithm can effectively adjust the output of PV cells by controlling the boost DC/DC converter. Finally, the experimental and simulation results show the system can quickly get the maximum power point and have performance.

引用

页码：4219 / 4227

页数：9

共 40 条

[11]

Feng X. T., 2016, J. Inf. Secur. Res., V2, P1028

[12] An effective multiple-image encryption algorithm based on 3D cube and hyperchaotic map [J].

Gao, Xinyu ;

Mou, Jun ;

Banerjee, Santo ;

Cao, Yinghong ;

Xiong, Li ;

Chen, Xiaoyang .

JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (04) :1535-1551

[13] A fast and efficient multiple images encryption based on single-channel encryption and chaotic system [J].

Gao, Xinyu ;

Mou, Jun ;

Xiong, Li ;

Sha, Yuwen ;

Yan, Huizhen ;

Cao, Yinghong .

NONLINEAR DYNAMICS, 2022, 108 (01) :613-636

[14] A hybrid genetic approach for solving an integrated multi-objective operating room planning and scheduling problem [J].

Guido, Rosita ;

Conforti, Domenico .

COMPUTERS & OPERATIONS RESEARCH, 2017, 87 :270-282

[15] Extensions of the I-MMSE Relationship to Gaussian Channels With Feedback and Memory [J].

Han, Guangyue ;

Song, Jian .

IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (10) :5422-5445

[16] Tone Reservation to Minimize Nonlinearity Impact on OFDM Signals [J].

Hu, Meixia ;

Li, Yongzhao ;

Lu, Xiaofeng ;

Zhang, Hailin .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2015, 64 (09) :4310-4314

[17] Color Image Encryption in CIE L*a*b* Space [J].

Jin, Xin ;

Chen, Yingya ;

Ge, Shiming ;

Zhang, Kejun ;

Li, Xiaodong ;

Li, Yuzhen ;

Liu, Yan ;

Guo, Kui ;

Tian, Yulu ;

Zhao, Geng ;

Zhang, Xiaokun ;

Wang, Ziyi .

APPLICATIONS AND TECHNIQUES IN INFORMATION SECURITY, ATIS 2015, 2015, 557 :74-85

[18]

Jinpeng W., 2018, J. JILINDAXUE, V41, P1793

[19] An Optical Image Encryption Algorithm Based on a Fractional-Order Laser Hyperchaotic System [J].

Li, Xuejun ;

Mou, Jun ;

Cao, Yinghong ;

Santo Banerjee .

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2022, 32 (03)

[20] Dynamical analysis of the improper fractional-order 2D-SCLMM and its DSP implementation [J].

Liu, Tianming ;

Banerjee, Santo ;

Yan, Huizhen ;

Mou, Jun .

EUROPEAN PHYSICAL JOURNAL PLUS, 2021, 136 (05)

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