Applications of artificial intelligence to photovoltaic systems: a review

HF Mateo Romero, MÁ González Rebollo… - Applied Sciences, 2022 - mdpi.com
This article analyzes the relationship between artificial intelligence (AI) and photovoltaic
(PV) systems. Solar energy is one of the most important renewable energies, and the …

Nature-inspired optimization algorithms in solving partial shading problems: a systematic review

CCW Chang, TJ Ding, MAS Bhuiyan, KC Chao… - … methods in engineering, 2023 - Springer
Artificial intelligence based maximum power point tracking (MPPT) techniques play an
essential role in improving the efficiency of photovoltaic power conversion systems. Over the …

Maximum power point tracking of PEMFC based on hybrid artificial bee colony algorithm with fuzzy control

L Fan, X Ma - Scientific Reports, 2022 - nature.com
Maximum power point tracking (MPPT) is an effective method to improve the power
generation efficiency and power supply quality of a proton exchange membrane fuel cell …

[HTML][HTML] Analysis of photovoltaic array maximum power point tracking under uniform environment and partial shading condition: A review

J Li, Y Wu, S Ma, M Chen, B Zhang, B Jiang - Energy Reports, 2022 - Elsevier
With the expansion of the scale of application of photovoltaic (PV) power generation, PV
maximum power point tracking (MPPT) technology has been transformed from uniform …

A novel PV array reconfiguration approach to mitigate non-uniform irradiation effect

VL Mishra, YK Chauhan, KS Verma - Energy Conversion and Management, 2022 - Elsevier
The extraction of power at global maximum power point (GMPP) has been affected due to
non-uniform row-current generation leading to the formation of multiple peaks in power …

Maximizing microgrid resilience: A two-stage AI-Enhanced system with an integrated backup system using a novel hybrid optimization algorithm

MH Elkholy, M Elymany, S Ueda, IT Halidou… - Journal of Cleaner …, 2024 - Elsevier
This study focuses on the implementation of an efficient hybrid power system in two main
phases. Firstly, it aims to optimize the performance of individual renewable energy sources …

Hybrid red deer with moth flame optimization for reconfiguration process on partially shaded photovoltaic array

S Neelamkavil Pappachan - Energy Sources, Part A: Recovery …, 2024 - Taylor & Francis
While the partial shading operation is observed in the photovoltaic (PV) panel, the solar
radiation strikes the PV modules placed in a non-homogeneous PV array. Most of the array …

A comprehensive evaluation of up-to-date optimization algorithms on MPPT application for photovoltaic systems

M Cikan, K Dogansahin - Energy Sources, Part A: Recovery …, 2023 - Taylor & Francis
ABSTRACT Maximum Power Point Tracking (MPPT) plays a significant role in obtaining
maximum power at PV system outputs. Recent research has focused on minimizing the …

A fuzzy identification method based on the likelihood function and noise clustering algorithm

SH Tsai, YT Chen - International Journal of Fuzzy Systems, 2023 - Springer
In this paper, based on the modified fuzzy c-regression model and noise clustering
algorithm, a fuzzy identification method is proposed. Firstly, by considering the relations for …

A sequential excitation and simplified ant colony optimization based global extreme seeking control method for performance improvement

G Liu, Y Bai, L Zhu, Q Wang, W Zhang - Swarm and Evolutionary …, 2024 - Elsevier
To date, it is lacking of an effective global extreme seeking control (GESC) approach to
improve transient responses. Motivated by this engineering problem, a novel and general …