Journal ArticleDOI
Photovoltaic cell parameter estimation based on improved equilibrium optimizer algorithm
Jingbo Wang,Bo Yang,Danyang Li,Chunyuan Zeng,Yijun Chen,Zhengxun Guo,Xiaoshun Zhang,Tian Tan,Hongchun Shu,Tao Yu +9 more
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TLDR
The proposed improved equilibrium optimizer can obtain a highly competitive performance compared with other state-of-the-state algorithms, which can efficiently improve both optimization precision and reliability for estimating photovoltaic cell parameters.About:
This article is published in Energy Conversion and Management.The article was published on 2021-05-15. It has received 61 citations till now. The article focuses on the topics: Fitness function.read more
Citations
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Supply demand optimization algorithm for parameter extraction of various solar cell models
TL;DR: In this article, a new application of the Supply-Demand-Based Optimization (SDO) algorithm to accurately extract the electrical parameters of different PV models was illustrated. But, the performance of the proposed algorithm was not compared with other well-known optimization techniques.
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Parameterization of Photovoltaic Solar Cell Double-Diode Model based on Improved Arithmetic Optimization Algorithm
TL;DR: In this paper , an improved arithmetic optimization algorithm (IAOA) was proposed to obtain the I-V and P-V curves of the double diode model of the electrical circuit of PV panels.
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Parameters identification of photovoltaic models using a differential evolution algorithm based on elite and obsolete dynamic learning
TL;DR: In this paper , an adaptive differential evolution algorithm with the dynamic opposite learning strategy (DOLADE) is proposed, which expands the current elite population and the population of poor performance, improving the particles' exploration capability.
Journal ArticleDOI
Photovoltaic model parameters identification using Northern Goshawk Optimization algorithm
TL;DR: In this paper , the authors presented an application of a recently introduced optimization algorithm called Northern Goshawk Optimization (NGO) for parameter identification of the triple diode model of the PV module.
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An online optimization method for extracting parameters of multi-parameter PV module model based on adaptive Levenberg-Marquardt algorithm
TL;DR: A novel method to estimate the optimal parameters of a single-diode photovoltaic module model as well as the active power of PV generation is proposed, which obtains more accurate PV module parameters and offers PV generation outputs closer to the true outputs.
References
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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.
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Equilibrium optimizer: A novel optimization algorithm
TL;DR: A well-defined “generation rate” term is proved to invigorate EO’s ability in exploration, exploitation, and local minima avoidance, and its performance is statistically similar to SHADE and LSHADE-SPACMA.
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Cell modelling and model parameters estimation techniques for photovoltaic simulator application: A review
TL;DR: In this paper, a review of the important works on the modelling and parameters estimation of photovoltaic (PV) cells for PV simulation is presented, which provides the concepts, features, and highlights the advantages and drawbacks of three main PV cell models, namely the single diode RS-, RP- and the two-diode.
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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.
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Solar cell parameters extraction based on single and double-diode models: A review
TL;DR: In this paper, the main parameters of interest are the photocurrent, Iph, the reverse diode saturation current, Io, the ideality factor of diode, n, the series resistance, RS, and the shunt resistance, RSh.