Proceedings ArticleDOI
Parameter extraction of solar PV double diode model using artificial immune system
TLDR
The results prove that the proposed approach with AIS outperforms GA and PSO in terms of convergence speed and objective function value for both PV modules.Abstract:
In this paper, a meta-heuristics algorithm based artificial immune system (AIS) is used for solar PV parameter estimation. A new objective function based on derivative of maximum power with respect to voltage for solar double diode model is proposed. For performance evaluation and validation of the proposed approach using AIS, the results are compared with Genetic algorithm (GA) and particle swarm optimization (PSO) for two different PV modules. The results prove that the proposed approach with AIS outperforms GA and PSO in terms of convergence speed and objective function value for both PV modules. The proposed formulation with AIS can be used for parameter extraction of panel with different make/models.read more
Citations
More filters
Journal ArticleDOI
Parameter estimation of solar photovoltaic (PV) cells: A review
TL;DR: In this paper, the existing research works on PV cell model parameter estimation problem are classified into three categories and the research works of those categories are reviewed based on the conducted review, some recommendations for future research are provided.
Journal ArticleDOI
Fractional chaotic ensemble particle swarm optimizer for identifying the single, double, and three diode photovoltaic models’ parameters
Dalia Yousri,Sudhakar Babu Thanikanti,Dalia Allam,Vigna K. Ramachandaramurthy,Magdy B. Eteiba +4 more
TL;DR: A novel optimization algorithm named Fractional Chaotic Ensemble Particle Swarm Optimizer (FC-EPSO) is proposed to model solar PV modules accurately and is capable of emulating the experimental datasets with less deviation, a fast convergence rate, and short execution time.
Journal ArticleDOI
An accurate modelling of the two-diode model of PV module using a hybrid solution based on differential evolution
TL;DR: In this article, the authors proposed an accurate computational technique for the two-diode model of PV module, which does not rely on assumptions that cause the accuracy to be compromised.
Journal ArticleDOI
A fast modeling of the double-diode model for PV modules using combined analytical and numerical approach
TL;DR: The proposed model can be useful for PV designers who require a fast, accurate and simple approach for modeling the PV modules and its effectiveness is shown by comparing its accuracy and computational time, against two well-known modeling methods for double diode model.
Journal ArticleDOI
Parameter estimation for photovoltaic system under normal and partial shading conditions: A survey
TL;DR: To enable an optimal PV design parameter estimation there is an inevitable need to incorporate either evolutionary computation schemes or apply an efficient multi-objective optimization measures.
References
More filters
Journal ArticleDOI
Comprehensive Approach to Modeling and Simulation of Photovoltaic Arrays
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.
Journal ArticleDOI
Analytical methods for the extraction of solar-cell single- and double-diode model parameters from I-V characteristics
D.S.H. Chan,Jacob C. H. Phang +1 more
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.
Journal ArticleDOI
Simple, fast and accurate two-diode model for photovoltaic modules
TL;DR: The main contribution of this work is the simplification of the current equation, in which only four parameters are required, compared to six or more in the previously developed two-diode models.
Journal ArticleDOI
Exact analytical solutions of the parameters of real solar cells using Lambert W-function
Amit Jain,Avinashi Kapoor +1 more
TL;DR: In this article, an exact closed-form solution based on Lambert W -function is presented to express the transcendental currentvoltage characteristic containing parasitic power consuming parameters like series and shunt resistances.
Journal ArticleDOI
Simulated Annealing algorithm for photovoltaic parameters identification
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.