Hybrid Global MPPT Method Based on Decision Tree and Perturb and Observe Algorithm
IEEE Open Journal of the Industrial Electronics SocietyAnovel global maximum power point tracking technique for a partially shaded photovoltaic (PV) system based on an artificial intelligence strategy that hybridizes decision trees (DTs) with the classic perturb and observe (P&O) algorithm is presented ...
Carlos Restrepo +5 more
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Análisis del Seguimiento del Punto de Máxima Potencia Global (GMPPT) con Perfiles de Sombras para una Granja Fotovoltaica [PDF]
, 2020 En el presente artículo se desarrolla el análisis e implementación de un sistema para el seguimiento del punto de potencia máxima global (GMPPT) de una granja fotovoltaica (FV).
Pozo, Marcelo
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Solar irradiance estimation and optimum power region localization in PV energy systems under partial shaded condition. [PDF]
Heliyon, 2023 Harrison A +2 more
europepmc +1 more source
An Improved and Fast MPPT Algorithm for PV Systems under Partially Shaded Conditions [PDF]
, 2022 Anvari-Moghaddam, Amjad +3 more
core +1 more source
Modified Beta Algorithm for GMPPT and Partial Shading Detection in Photovoltaic Systems [PDF]
, 2018 Hu, Yihua +4 more
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Application of Grey Wolf Optimization Algorithm for Maximum Power Point Tracking of Solar Panels [PDF]
One of the applications of evolutionary algorithms is increasing the efficiency of photovoltaic (PV) systems. The main problem with using standard algorithms like the Incremental Conductance (IC) controller for maximum power point tracking (MPPT) under ...
Khelaifa, Fethi +2 more
core +2 more sources
Enhanced fault detection in photovoltaic systems using an ensemble machine learning approach [PDF]
Malfunctioning of photovoltaic (PV) systems is a main issue affecting solar panels and other related components. Detecting such issues early leads to efficient energy production with low maintenance costs and high system performance consistency.
Alheeti, Khattab M. Ali +5 more
core +1 more source
Investigation of single and multiple MPPT structures of solar PV-system under partial shading conditions considering direct duty-cycle controller. [PDF]
Sci Rep, 2023 Youssef AR, Hefny MM, Ali AIM.
europepmc +1 more source
Intelligent Global Maximum Power Point Tracking Strategies Based on Shading Perception for Photovoltaic Systems [PDF]
When a Photovoltaic (PV) system is partially shaded in the environment, the current-voltage (I-V) and power-voltage (P-V) curves exhibit multiple stairs/peaks and the locus of Maximum Power Point (MPP) varies over a wide range.
Bi, Ziqiang
core +1 more source
A Review on Machine Learning Applications for Solar Plants. [PDF]
Sensors (Basel), 2022 Engel E, Engel N.
europepmc +1 more source