Parameters extraction of double diode photovoltaic module’s model based on hybrid evolutionary algorithm

Muhsen, Dhiaa Halboot; Ghazali, Arniza; Khatib, Tamer; Abed, Issa Ahmed

doi:10.1016/j.enconman.2015.08.023

Cited by 140 publications

(59 citation statements)

References 52 publications

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“…The extracted parameters based on the differential evolution algorithm with integrated mutation per iteration are used to obtain the I‐V and P‐V characteristics of the PV module, as illustrated in Figure A,B, respectively. The proposed model in Muhsen et al offers a good convergence between the predicted and experimental I‐V curves, especially at the maximum power point area. Accurate modeling of PV array is important to design, control, and assess the productivity of PVPS …”

Section: Photovoltaic Pumping System Modelmentioning

confidence: 80%

“…Thus, the output current of a PV array can be expressed by

I_{a} = {N_{p} I}_{Ph} - N_{p} I_{o 1} ([],, italicexp ((),, \frac{1}{V_{t 1}} ((),, \frac{V_{a}}{N_{s}} + \frac{I_{a} R_{s}}{N_{p}})) - 1) - N_{p} I_{o 2} ([],, italicexp ((),, \frac{1}{V_{t 2}} ((),, \frac{V_{a}}{N_{s}} + \frac{I_{a} R_{s}}{N_{p}})) - 1) - \frac{N_{p}}{R_{p}} ((),, \frac{V_{a}}{N_{s}} + \frac{I_{a} R_{s}}{N_{p}}),

where V a and I a are the output voltage (V) and current (A) of the PV array, respectively. The methodology in Muhsen et al is used here to extract the 7 parameters ( I Ph , I o 1 , I o 2 , R s , R p , a 1 ,and a 2 ) in Equation . The extracted parameters based on the differential evolution algorithm with integrated mutation per iteration are used to obtain the I‐V and P‐V characteristics of the PV module, as illustrated in Figure A,B, respectively.…”

Section: Photovoltaic Pumping System Modelmentioning

confidence: 99%

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Techno-economic study and optimal sizing of a stand-alone photovoltaic water pumping system

Muhsen

Ghazali

Khatib

et al. 2017

Int Trans Electr Energ Syst

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Summary Solar energy is effectively used to power stand‐alone photovoltaic pumping systems (PVPSs) for irrigation and drinking purposes in remote areas. However, random vicissitudes and the unpredictability of the amount of solar energy that can be harnessed lead to difficulties in designing PVPS. Thus, an optimal sizing approach is essential to ensure satisfactory performance. In this paper, a numerical iterative sizing approach based on technical and economic objectives is developed to optimize the configuraion of PVPS. The loss of load probability criteria is considered as the technical objective, while the life cycle cost criteria is considered as the economic objective. The proposed pumping system provides a daily water for a small village in Kuala Lumpur, Malaysia. The proposed sizing approach is used to test all the possible configurations of a wide range of photovoltaic (PV) array sizes to specify the PV array configurations that realize the reliability condition. The optimal size of the storage tank and the optimal number of PV modules connected in series and parallel are specified to keep up a balance between the loss of load probability, life cycle cost, and excess water volume of PVPS. The performance of the system is tested on the basis of the proposed optimal configuration and hourly meteorological data for 1 year. The results show that the proposed system is available throughout most of the year.

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Section: Photovoltaic Pumping System Modelmentioning

confidence: 80%

“…Thus, the output current of a PV array can be expressed by

I_{a} = {N_{p} I}_{Ph} - N_{p} I_{o 1} ([],, italicexp ((),, \frac{1}{V_{t 1}} ((),, \frac{V_{a}}{N_{s}} + \frac{I_{a} R_{s}}{N_{p}})) - 1) - N_{p} I_{o 2} ([],, italicexp ((),, \frac{1}{V_{t 2}} ((),, \frac{V_{a}}{N_{s}} + \frac{I_{a} R_{s}}{N_{p}})) - 1) - \frac{N_{p}}{R_{p}} ((),, \frac{V_{a}}{N_{s}} + \frac{I_{a} R_{s}}{N_{p}}),

Section: Photovoltaic Pumping System Modelmentioning

confidence: 99%

Techno-economic study and optimal sizing of a stand-alone photovoltaic water pumping system

Muhsen

Ghazali

Khatib

et al. 2017

Int Trans Electr Energ Syst

Self Cite

View full text Add to dashboard Cite

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“…18,19,[21][22][23] There are two different types of models for a PV cell. 22,26,27 On the other hand, it seems that there are some other effective factors other than the above-mentioned ones including the photocurrent generated in Standard Test Conditions (STC) I ph , the dark (or leakage) saturation current I 0 , and the cell temperature T. 18,[28][29][30] Also, because of using an electrical model, two other parameters will be used in the models including the unit of electrical charge q (1.6 × 10 −19 C) and the Boltzmann constant κ (1.38 × 10 −23 J/K) and it seems that the number of extracted key parameters of the models can change to improve the accuracy in different generations. This sort of model investigates some physical concepts such as the distribution of charges, efficient depth of the cell, and few others.…”

Section: Modelsmentioning

confidence: 99%

Generation and combination of the solar cells: A current model review

Khatibi

Astaraei

Ahmadi

2019

Energy Science & Engineering

104

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Generally, first and second generations of photovoltaic (PV) cells are including mono‐crystalline silicon, amorphous silicon, and dye‐synthesized solar cells. Investigating the electrical current behavior of these sorts of PV cells shows that a modified multi‐ or single diode(s) model with shunt and series resistance can use as a good choice in a specific range of the current. For other constructions such as multi‐junction PV cells that consist of the third generation, the network models are the best choice. Also, the network models can be used for the first and second generations to improve the validity of model in the wider range of current. In addition to existing generations, PV array and modules, which are serial and parallel arrays of PV cells, will lead to a higher current or voltage. The main disadvantage of using these sorts of systems is their more space occupation. This problem can be solved by using the concentrated PV (CPV) systems that focus the received irradiation on a smaller surface. By considering the generated current, voltage, power, temperature effect, and financial analysis, it seems third‐generation PV systems are more efficient among all the generations. Finally, by considering the ratio of generated current on the occupied space, the CPV systems will be a better choice.

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“…The equivalent circuit of the ideal PV cell is represented basically by (i) single-diode model [1][2][3][4][5][6][7] and (ii) two-diode model [8][9][10][11][12]. In single-diode model, the effect of the recombination loss of carriers in the depletion region is not considered, whereas in two-diode model, an additional diode is included to consider this effect.…”

Section: Introductionmentioning

confidence: 99%

“…Moreover, these methods are applicable only if the manufacturer-specified output characteristics are provided. Differential evolution (DE) can be used to extract the excess seven parameters of a double-diode PV module model utilising only the information provided in the datasheets [8,10]. An explicit modeling method based on Lambert W-function for PV arrays that has been used in [24] to find the values of parameters is intricate and timeconsuming.…”

Section: Introductionmentioning

confidence: 99%

An Improved Generalized Method for Evaluation of Parameters, Modeling, and Simulation of Photovoltaic Modules

Jha

Triar

2017

International Journal of Photoenergy

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This paper proposes an improved generalized method for evaluation of parameters, modeling, and simulation of photovoltaic modules. A new concept "Level of Improvement" has been proposed for evaluating unknown parameters of the nonlinear I-V equation of the single-diode model of PV module at any environmental condition, taking the manufacturer-specified data at Standard Test Conditions as inputs. The main contribution of the new concept is the improvement in the accuracy of values of evaluated parameters up to various levels and is based on mathematical equations of PV modules. The proposed evaluating method is implemented by MATLAB programming and, for demonstration, by using the values of parameters of the I-V equation obtained from programming results, a PV module model is build with MATLAB. The parameters evaluated by the proposed technique are validated with the datasheet values of six different commercially available PV modules (thin film, monocrystalline, and polycrystalline) at Standard Test Conditions and Nominal Operating Cell Temperature Conditions. The module output characteristics generated by the proposed method are validated with experimental data of FS-270 PV module. The effects of variation of ideality factor and resistances on output characteristics are also studied. The superiority of the proposed technique is proved.

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Parameters extraction of double diode photovoltaic module’s model based on hybrid evolutionary algorithm

Cited by 140 publications

References 52 publications

Techno-economic study and optimal sizing of a stand-alone photovoltaic water pumping system

Techno-economic study and optimal sizing of a stand-alone photovoltaic water pumping system

Generation and combination of the solar cells: A current model review

An Improved Generalized Method for Evaluation of Parameters, Modeling, and Simulation of Photovoltaic Modules

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