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Maximum Power Point Determination of Bifacial PV Using Multi-Verse Optimization Algorithm Applied on Different Cell Models Cover

Maximum Power Point Determination of Bifacial PV Using Multi-Verse Optimization Algorithm Applied on Different Cell Models

Open Access
|Mar 2025

Figures & Tables

Figure 1.

Conceptual models of white hole, black hole and wormhole components.

Figure 2.

MVO algorithm presentation. MVO, multi-verse optimization; TDR, traveling distance rate; WEP, wormhole existence probability.

Figure 3.

Ideal single diode PV cell model. PV, photovoltaic.

Figure 4.

Real single-diode PV cell model. PV, photovoltaic.

Figure 5.

Two diode PV cell model. PV, photovoltaic.

Figure 6.

Objective function change during the MVO search for ideal single-diode model at 1,000 W/m2. MVO, multi-verse optimization.

Figure 7.

Objective function change during the MVO search for real single-diode model at 1,000 W/m2. MVO, multi-verse optimization.

Figure 8.

Objective function change during the MVO search for two-diode model at 1,000 W/m2. MVO, multi-verse optimization.

Optimization data at 1,000 W/m2

VariablesUnitCatalog dataMVO solution
Vmppt(V)41.6541.6500012
Rs(Ω)/0.20019324
P(W)/1.512/10−5
Pmppt(W)578.102578.10202

Optimization data for other solar irradiations

ParameterUnitValues

200 (W/m2)600 (W/m2)1,000 (W/m2)
Vmppt(V)40.1600141.300006441.6500012
Rs(Ω)0.20.20.20019324
P(W)4.872/10−56.502/10−51.512/10−5
Pmppt, MVO(W)110.44005313.46707578.10202
Pmppt, catalog(W)110.44313.467578.10202

Parameters of the analyzed module given by the producer with included bifaciality of 10%

ParametersUnitValues
Peak power(Wp)578
Maximum voltage per MPPT(V)41.65
Maximum current per MPPT(A)13.88
Open circuit voltage(V)49.93
Short circuit current(A)14.93
Ns(# of cells)60
KI(%/°C)0.00543
KV(%/°C)−0.136
GSTC(W/m2)1,000

Optimization parameters and their optimization bounds

VariablesDescriptionLower boundaryUpper boundary
Vmppt (V)Voltage at MPPT4042
Rs (Ω)PV cell series resistance0.10.3

Comparative optimization data at 1,000 W/m2 and 20°C

MethodsParameters

VmppPmppP
(V)(W)(W)
Catalogue data41.65578.102/
MVO41.6500004578.102055.373/10−6
GA41.362578.116670.014674

Standard parameters of the analyzed module given by the producer

ParametersUnitValues
Peak power(Wp)540
Maximum voltage per MPPT(V)41.64
Maximum current per MPPT(A)12.97
Open circuit voltage(V)49.60
Short circuit current(A)13.86
Efficiency(%)20.9
Area of the module(m2)2.58
DOI: https://doi.org/10.2478/pead-2025-0007 | Journal eISSN: 2543-4292 | Journal ISSN: 2451-0262
Language: English
Page range: 110 - 124
Submitted on: Dec 24, 2024
|
Accepted on: Feb 24, 2025
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Published on: Mar 21, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Angela Najdoska, Goga Cvetkovski, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution 4.0 License.