Parameter identification of photovoltaic converter models-Reference-Cited by-同舟云学术

Parameter identification of photovoltaic converter models

Published:2023-10-03 Issue:3 Volume:27 Page:539-551
ISSN:2782-6341
Container-title:iPolytech Journal
language:
Short-container-title:jour

Author:

Obukhov S. G.¹^ORCID,Plotnikov I. A.¹^ORCID,Klimova G. N.¹^ORCID

Affiliation:

1. National Research Tomsk Polytechnic University

Abstract

The work aims to develop a simple and effective method for identifying the parameters of photovoltaic converter (PV-cell) models for their wide practical application. An exponential model having one diode and ﬁve parameters is adopted as the basic model of the photovoltaic converter to facilitate its easy integration into MatLab/Simulink simulation software. To identify the parameters of models of photovoltaic converters, an original method based on ﬁnding the minimum of the root-mean-square error between model and experimental volt-ampere characteristics was used. The effectiveness of the method was conﬁrmed by determining the parameters of different models of photovoltaic modules based on various technologies: thin-ﬁlm Shell ST40, monocrystalline Shell SP70, and polycrystalline Kyocera KC200GT. A developed technique for constructing mathematical models of photovoltaic converters in order to reproduce their electrical characteristics is presented. The solution is easily implemented in Excel spreadsheet software with the “Search for Solution” add-on installed. The proposed universal method for identifying the parameters of photoconverter models can be used to build models of a wide range of photovoltaic modules and solar cells. The model current-voltage characteristics of the considered photovoltaic modules are shown to be in good agreement with experimental characteristics across a wide range of temperature and insolation conditions corresponding to their actual operation. Higher accuracy is achieved when using the proposed identiﬁcation method to determine the electrical parameters of mathematical models of photovoltaic converters than when using other well-known analytical and numerical methods. The result is a simple and effective method for constructing mathematical models of photovoltaic converters, which does not require the use of programming or the development of specialized numerical algorithms, allowing it to be used to solve many technical problems related to the design and operation of photovoltaic systems.

Publisher

Irkutsk National Research Technical University

Reference20 articles.

1. Al-Subhi A. Efﬁcient mathematical models for parameters estimation of single-diode photovoltaic cells. Energy Systems. 2022. https://doi.org/10.1007/s12667-022-00542-3.

2. Hmamou D.B., Elyaqouti M., Arjdal E.H., Saadaoui D., Lidaighbi S., Chaouﬁ J., et al. A novel hybrid numerical with analytical approach for parameter extraction of photovoltaic modules. Energy Conversion and Management: X. 2022;14:100219. https://doi.org/10.1016/j.ecmx.2022.100219.

3. Montalvo-Galicia F., Sanz-Pascual M.T., Rosales-Quintero P., Moreno-Moreno M. Solar cell parameter extraction method from illumination and dark I-V characteristics. Nanomaterials. 2022;12:1955. https://doi.org/10.3390/nano12121955.

4. Kumar M., Kumar A. An efﬁcient parameters extraction technique of photovoltaic models for performance assessment. Solar Energy. 2017;158:192-206. https://doi.org/10.1016/j.solener.2017.09.046.

5. El-Dabah M.А., El-Sehiemy R.А., Hasanien H.М., Saad B. Photovoltaic model parameters identiﬁcation using Northern Goshawk Optimization algorithm. Energy. 2023;262(B):125522. https://doi.org/10.1016/j.energy.2022.125522.