A New Parameter Estimation Method of Solar Photovoltaic

doi:10.1109/JPHOTOV.2017.2767602

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A New Parameter Estimation Method of Solar Photovoltaic

Journal Article•DOI•

A New Parameter Estimation Method of Solar Photovoltaic

Utkarsh Jadli¹, Padmanabh Thakur¹, Rishabh Dev Shukla²•Institutions (2)

Graphic Era University¹, Budge Budge Institute of Technology²

01 Jan 2018-IEEE Journal of Photovoltaics (IEEE)-Vol. 8, Iss: 1, pp 239-247

TL;DR: In this article, the authors derived mathematical model of solar PV, in terms of two unknown, namely, series resistance and ideality factor, and then, using combination of analytical method, simulated annealing method, and derived model, a new parameter estimation technique has been proposed.

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Abstract: The accuracy in electrical model parameters of solar photovoltaic (PV), such as photon current, the diode dark saturation current, series resistance, shunt resistance, and diode ideality factor, are desirable to predict the real performance characteristics of solar PV under varying environment conditions. First, this paper derives mathematical model of solar PV, in terms of two unknown, namely, series resistance and ideality factor. Then, using combination of analytical method, simulated annealing method, and derived model, a new parameter estimation technique has been proposed. Finally, performance indices, such as PV characteristics curve, relative maximum power error, root mean square deviation, and normalized root mean square deviation are estimated for the various solar PV panels, using proposed and existing methods, to reveal the effectiveness of the proposed method. Also, experimental data have been considered for the validation. Finally, through the comparative analysis of the results, it is revealed that the proposed method offers solar PV characteristics more closer to the real characteristics than the other existing methods.

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Journal Article•DOI•

Parameter identification for solar cells and module using a Hybrid Firefly and Pattern Search Algorithms

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Amir Mohammad Beigi, Ali Maroosi

01 Sep 2018-Solar Energy

TL;DR: The proposed Firefly algorithm is applied for parameter estimation of single and double diode solar cell models and the results show that the proposed algorithm is a competitive algorithm to be considered in the modeling of solar cell systems.

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176 citations

Journal Article•DOI•

A new strategy based on slime mould algorithm to extract the optimal model parameters of solar PV panel

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Manar Mostafa¹, Hegazy Rezk², Hegazy Rezk³, Mokhtar Aly¹, Mokhtar Aly⁴, Emad M. Ahmed¹ - Show less +2 more•Institutions (4)

Aswan University¹, Minia University², Salman bin Abdulaziz University³, Federico Santa María Technical University⁴

01 Dec 2020-Sustainable Energy Technologies and Assessments

TL;DR: Comprehensive comparisons of the proposed slime mould algorithm with existing photovoltaic cell parameter extraction methods confirm the superior performance and accuracy of the proposal over the existing methods.

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63 citations

Journal Article•DOI•

A robust parameter estimation approach based on stochastic fractal search optimization algorithm applied to solar PV parameters

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Hegazy Rezk¹, Hegazy Rezk², Thanikanti Sudhakar Babu³, Mujahed Al-Dhaifallah⁴, Hamdy A. Ziedan⁵ - Show less +1 more•Institutions (5)

Salman bin Abdulaziz University¹, Minia University², Universiti Tenaga Nasional³, King Fahd University of Petroleum and Minerals⁴, Assiut University⁵

01 Nov 2021-Energy Reports

TL;DR: The proposed SFS approach can be used for effective PV modeling to improve the efficiency of the PV system and is compared with other recently published works on this topic.

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49 citations

Journal Article•DOI•

An improved wind driven optimization algorithm for parameters identification of a triple-diode photovoltaic cell model

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Ibrahim Anwar Ibrahim¹, Md. Jahangir Hossain², Benjamin C. Duck³, Mithulananthan Nadarajah⁴•Institutions (4)

Macquarie University¹, University of Technology, Sydney², Commonwealth Scientific and Industrial Research Organisation³, University of Queensland⁴

01 Jun 2020-Energy Conversion and Management

TL;DR: The results demonstrate that the improved wind driven optimization model outperforms the aforementioned models in accuracy, convergence speed and feasibility and is more clearly defined the different current components and generated any current-voltage curve under any operating condition.

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44 citations

Journal Article•DOI•

Parameter extraction of solar photovoltaic models with an either-or teaching learning based algorithm

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Guojiang Xiong¹, Jing Zhang¹, Dongyuan Shi², Lin Zhu³, Xufeng Yuan¹ - Show less +1 more•Institutions (3)

Guizhou University¹, Huazhong University of Science and Technology², University of Tennessee³

15 Nov 2020-Energy Conversion and Management

TL;DR: Experimental results verify the superior performance of EOTLBO in terms of both the quality of final solutions and the convergence speed on all cases.

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28 citations

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Journal Article•DOI•

Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays

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Marcelo Gradella Villalva¹, Jonas Rafael Gazoli¹, Ernesto Ruppert Filho¹•Institutions (1)

State University of Campinas¹

27 Mar 2009-IEEE Transactions on Power Electronics

TL;DR: In this article, the authors proposed a method of modeling and simulation of photovoltaic arrays by adjusting the curve at three points: open circuit, maximum power, and short circuit.

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Abstract: This paper proposes a method of modeling and simulation of photovoltaic arrays. The main objective is to find the parameters of the nonlinear I-V equation by adjusting the curve at three points: open circuit, maximum power, and short circuit. Given these three points, which are provided by all commercial array data sheets, the method finds the best I-V equation for the single-diode photovoltaic (PV) model including the effect of the series and parallel resistances, and warranties that the maximum power of the model matches with the maximum power of the real array. With the parameters of the adjusted I-V equation, one can build a PV circuit model with any circuit simulator by using basic math blocks. The modeling method and the proposed circuit model are useful for power electronics designers who need a simple, fast, accurate, and easy-to-use modeling method for using in simulations of PV systems. In the first pages, the reader will find a tutorial on PV devices and will understand the parameters that compose the single-diode PV model. The modeling method is then introduced and presented in details. The model is validated with experimental data of commercial PV arrays.

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3,811 citations

"A New Parameter Estimation Method o..." refers background or methods in this paper

...Furthermore, in some of the research works, computational efforts have been reduced by neglecting series resistance “Rs” [19], [20], shunt resistance “Rsh” [21], [22], and assuming the value of diode ideality factor “n” [5]....
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...The results of maximum power error, as summarized in Table VII, indicate that the proposed method offers more real characteristics than the methods as suggested in [5], [10], [26], and [27]....
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...E. Comparative Analysis of the Proposed Method With Existing Various Existing Methods In this section, various existing electrical model parameter estimation methods, such as Accarino’s method or explicit method [10], Villalva’s method [5], iterative method [27], Lambert func- Fig....
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...Villalva’s Method [5] 200.1430 199.8832 1.2981 × 10−1 3....
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...Here, estimated parameters of the existing methods [5], [10], [26]–[27] are directly considered from the references....
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Journal Article•DOI•

Analytical methods for the extraction of solar-cell single- and double-diode model parameters from I-V characteristics

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D.S.H. Chan¹, Jacob C. H. Phang¹•Institutions (1)

National University of Singapore¹

01 Feb 1987-IEEE Transactions on Electron Devices

TL;DR: In this paper, an analytical solution for the rapid extraction of single and double-diode model parameters from experimental data is described. And the resulting parameters' values' values are shown to have less than 10 percent error for most solar cells.

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Abstract: Analytical solutions for the rapid extraction of single- and double-diode model parameters from experimental data are described. The resulting parameters' values are shown to have less than 10 percent error for most solar cells. Error contours are also illustrated to define the range of validity of these methods.

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609 citations

"A New Parameter Estimation Method o..." refers methods in this paper

...The NR [3], SA [15], and the proposed method are applied on these panels to estimate the values of unknown electrical model parameters of solar PV....
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Journal Article•DOI•

Simulated Annealing algorithm for photovoltaic parameters identification

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K. M. El-Naggar¹, M.R. AlRashidi¹, M. F. AlHajri¹, A.K. Al-Othman¹•Institutions (1)

The Public Authority for Applied Education and Training¹

01 Jan 2012-Solar Energy

TL;DR: Comparative study among different parameter estimation techniques is presented to show the effectiveness of the developed approach, and statistical analyses are carried out to measure the accuracy of the estimated parameters and model suitability.

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426 citations

"A New Parameter Estimation Method o..." refers methods in this paper

...The NR [3], SA [15], and the proposed method are applied on these panels to estimate the values of unknown electrical model parameters of solar PV....
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...Furthermore, two new solar PV panels, namely, KC200GT [7] and Photowatt-PWP201 [15], as summarized in Table V, have been considered to check the efficiency of the proposed method....
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...Additionally, in order to resolve the issues, as existing in numerical and analytical methods, several metaheuristic algorithms (MAs)-based approaches, such as, genetic algorithm [12], particle swarm algorithm [13], [14], simulated annealing (SA) algorithm [15], differential evolution algorithm [16], teaching-learning algorithm [17], etc....
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...3, have been used to extract the unknown electrical model parameters of solar PV [15]....
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...P − V characteristics for KC200GT polycrystalline panel....
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Journal Article•DOI•

Modelling and experimental verification of the operating current of mono-crystalline photovoltaic modules using four- and five-parameter models

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Ali Naci Celik¹, Nasır Acikgoz¹•Institutions (1)

Mustafa Kemal University¹

01 Jan 2007-Applied Energy

TL;DR: In this paper, the operating current of a 120-W mono-crystalline photovoltaic module using four-and five-parameter analytical models is analyzed and validated based on a series of experimental measurements.

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426 citations

"A New Parameter Estimation Method o..." refers background in this paper

...Furthermore, in some of the research works, computational efforts have been reduced by neglecting series resistance “Rs” [19], [20], shunt resistance “Rsh” [21], [22], and assuming the value of diode ideality factor “n” [5]....
[...]

Journal Article•DOI•

A model of PV generation suitable for stability analysis

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Yun Tiam Tan¹, Daniel S. Kirschen¹, Nick Jenkins¹•Institutions (1)

University of Manchester¹

22 Nov 2004-IEEE Transactions on Energy Conversion

TL;DR: In this paper, a model of photovoltaic (PV) generation suitable for studying its interactions with the power system is presented, where the maximum power point tracking part of the control system of the PV generator dominates the dynamic behavior of the system.

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Abstract: This paper describes a model of photovoltaic (PV) generation suitable for studying its interactions with the power system. Experimental results suggest that the maximum power point tracking part of the control system of the PV generator dominates the dynamic behavior of the system. These experimental results are used to develop and validate the proposed model. It is shown that the model accurately reflects the behavior of the generator following both small and fast changes in irradiance and AC grid voltage. The proposed model is designed to be integrated in a dynamic simulation program.

...read moreread less

406 citations

"A New Parameter Estimation Method o..." refers background in this paper

...Furthermore, in some of the research works, computational efforts have been reduced by neglecting series resistance “Rs” [19], [20], shunt resistance “Rsh” [21], [22], and assuming the value of diode ideality factor “n” [5]....
[...]