Solar photovoltaic parameter estimation using an improved equilibrium optimizer

M Abdel-Basset, R Mohamed, S Mirjalili… - Solar Energy, 2020 - Elsevier
In this paper, a recent optimization algorithm called Equilibrium Optimizer (EO) is first
improved using a linear reduction diversity technique (LRD) and local minima elimination …

Parameters extraction of single and double diodes photovoltaic models using Marine Predators Algorithm and Lambert W function

HM Ridha - Solar Energy, 2020 - Elsevier
Efficient and accurate estimation parameters of the PV model from real experimental data is
crucial for modeling, increasing investments, and determining the actual performance before …

An efficient teaching-learning-based optimization algorithm for parameters identification of photovoltaic models: Analysis and validations

M Abdel-Basset, R Mohamed, RK Chakrabortty… - Energy Conversion and …, 2021 - Elsevier
Accurate and efficient parameter estimation of the photovoltaic (PV) models is considered a
dispensable process to simulate the PV systems. Therefore, many meta-heuristic algorithms …

Soft actor-critic–based multi-objective optimized energy conversion and management strategy for integrated energy systems with renewable energy

B Zhang, W Hu, D Cao, T Li, Z Zhang, Z Chen… - Energy Conversion and …, 2021 - Elsevier
As an essential development direction of energy internet, integrated energy system with
interdisciplinary techniques is of great significance to promote multi-energy cooperation …

A hybrid adaptive teaching–learning-based optimization and differential evolution for parameter identification of photovoltaic models

S Li, W Gong, L Wang, X Yan, C Hu - Energy Conversion and Management, 2020 - Elsevier
Photovoltaic (PV) systems play an important role in today's power systems because they can
convert solar energy directly into electricity. However, theirs conversion performance …

[HTML][HTML] Reinforcement learning-based differential evolution for parameters extraction of photovoltaic models

Z Hu, W Gong, S Li - Energy Reports, 2021 - Elsevier
In photovoltaic (PV) model, it is an urgent problem to control and optimize the accurate
parameters. Hence, many algorithms have been proposed for parameter extraction of …

Parameter extraction of photovoltaic models using an enhanced Lévy flight bat algorithm

LMP Deotti, JLR Pereira, IC da Silva Júnior - Energy Conversion and …, 2020 - Elsevier
In this paper, a modified version of the bat algorithm (BA), called enhanced Lévy flight bat
algorithm (ELBA), is proposed for accurate and efficient parameter extraction of different …

Performance investigation of state-of-the-art metaheuristic techniques for parameter extraction of solar cells/module

A Sharma, A Sharma, M Averbukh, V Jately… - Scientific Reports, 2023 - nature.com
One of the greatest challenges for widespread utilization of solar energy is the low
conversion efficiency, motivating the needs of developing more innovative approaches to …

An investigation on hybrid particle swarm optimization algorithms for parameter optimization of PV cells

A Singh, A Sharma, S Rajput, A Bose, X Hu - Electronics, 2022 - mdpi.com
The demands for renewable energy generation are progressively expanding because of
environmental safety concerns. Renewable energy is power generated from sources that …

A landscape-aware particle swarm optimization for parameter identification of photovoltaic models

Y Li, K Yu, J Liang, C Yue, K Qiao - Applied Soft Computing, 2022 - Elsevier
Photovoltaic (PV) systems play a significant role in power systems since they can convert
solar energy directly into electricity. Their conversion performance depends mainly on the …