Estimation of Photovoltaic Cells Model Parameters using Particle Swarm Optimization

Khanna, Vandana; Das, B. K.; Bisht, Dinesh C. S.; Vandana, .; Singh, Paramjeet

doi:10.1007/978-3-319-03002-9_98

Cited by 21 publications

(27 citation statements)

References 11 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…PSO was used in many optimization problems such as solar cell design [46] , [47] , electrical motor design [48] , and surgical robot applications [49] .…”

Section: Preliminariesmentioning

confidence: 99%

Analyzing COVID-19 virus based on enhanced fragmented biological Local Aligner using improved Ions Motion Optimization algorithm

Issa

Elaziz

2020

Applied Soft Computing

View full text Add to dashboard Cite

SARS-CoV-2 (COVID-19) virus is a havoc pandemic that infects millions of people over the world and thousands of infected cases dead. So, it is vital to propose new intelligent data analysis tools and enhance the existed ones to aid scientists in analyzing the COVID-19 virus. Fragmented Local Aligner Technique (FLAT) is a data analysis tool that is used for detecting the longest common consecutive subsequence (LCCS) between a pair of biological data sequences. FLAT is an aligner tool that can be used to find the LCCS between COVID-19 virus and other viruses to help in other biochemistry and biological operations. In this study, the enhancement of FLAT based on modified Ions Motion Optimization (IMO) is developed to produce acceptable LCCS with efficient performance in a reasonable time. The proposed method was tested to find the LCCS between Orflab poly-protein and surface glycoprotein of COVID-19 and other viruses. The experimental results demonstrate that the proposed model succeeded in producing the best LCCS against other algorithms using real LCCS measured by the SW algorithm as a reference.

show abstract

“…PSO was used in many optimization problems such as solar cell design [46] , [47] , electrical motor design [48] , and surgical robot applications [49] .…”

Section: Preliminariesmentioning

confidence: 99%

Analyzing COVID-19 virus based on enhanced fragmented biological Local Aligner using improved Ions Motion Optimization algorithm

Issa

Elaziz

2020

Applied Soft Computing

View full text Add to dashboard Cite

show abstract

“…The Rp-model introduces an additional parameter R p with respect to the Rs-model making it a five-parameters model. In the literature, other models with two diodes or three diodes [14,55] have been studied; however, the Rp-model is the most used because it is a good compromise between precision and simplicity [56].…”

Section: Single Diode Model Of a Pv Panelmentioning

confidence: 99%

A New Simplified Five-Parameter Estimation Method for Single-Diode Model of Photovoltaic Panels

et al. 2019

View full text Add to dashboard Cite

This work proposes a new simplified five-parameter estimation method for a single-diode model of photovoltaic panels. The method, based on an iterative algorithm, is able to estimate the parameter of the electrical single-diode model from the panel’s datasheet. Two iterative steps are used to estimate the five parameters starting from data provided by the manufacturer (nameplate values or I–V curves). The first step permits finding the optimal value of the diode ideality factor A, and the second step allows the calculation of the Rp value to improve the accuracy. A model that takes into account variations in temperature and solar irradiance has been used to validate the behavior of the output parameters. Compared to other estimation work, the proposed method shows the best result in the standard test condition (STC) and with a variable solar irradiance. Indeed, the optimization of the A, Rs, and Rp parameters allows guaranteeing the minimum error between I–V curves obtained from method and datasheet.

show abstract

“…Analyzing the problem of modeling, it often turns out that very complex models do not give better verification. This is the case with the three-diode model [15], which is original but does not significantly increase the accuracy of calculations. The genesis of the Table 1 compares the basic parameters of the module that will undergo simulation tests with a similar one, made in classical technology [9].…”

Section: Introductionmentioning

confidence: 99%

“…There are various concepts in the literature for modeling PV cells/modules. The most common implementations of surrogate models are single-diode [11,12], double-diode [13,14], and even three-diode [15] models. Modeling uses different calculation methods [16][17][18].…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Modeling the Functioning of the Half-Cells Photovoltaic Module under Partial Shading in the Matlab Package

Sarniak

2020

Applied Sciences

View full text Add to dashboard Cite

In this paper, the usefulness of photovoltaic modules built of half cells for partially obstructed photovoltaic (PV) installations was analyzed based on verified simulation studies. The parameters of these modules are similar to the classic, but the internal structure is different. Instead of 60 cells in a typical classic PV module, there are twice as many cells in modules with half cells. A simulation model was built in the Matlab/Simulink engineering calculations package, using the “Solar Cell” component, which is a double-diode PV cell replacement model. The simulation model reflects the internal structure of the PV module from half cells so that the output current is divided into two equal parts inside, and the structure of the module is divided into six sections. Simulation tests were performed for the same parameters that were measured during actual measurements of the current–voltage characteristics of the partially shaded PV module. Verification tests were carried out for the photovoltaic module—JAM60S03-320/PR—using the I–V 400 meter. Four different cases of partial shading of the module were verified and one for the case of no shading, but in conditions different from the standard, given by the manufacturer.

show abstract

Estimation of Photovoltaic Cells Model Parameters using Particle Swarm Optimization

Cited by 21 publications

References 11 publications

Analyzing COVID-19 virus based on enhanced fragmented biological Local Aligner using improved Ions Motion Optimization algorithm

Analyzing COVID-19 virus based on enhanced fragmented biological Local Aligner using improved Ions Motion Optimization algorithm

A New Simplified Five-Parameter Estimation Method for Single-Diode Model of Photovoltaic Panels

Modeling the Functioning of the Half-Cells Photovoltaic Module under Partial Shading in the Matlab Package

Contact Info

Product

Resources

About