An agentic AI‐driven decision‐support framework for prosumers is proposed, integrating PV generation, load profiling, and multihorizon optimization within a four‐agent architecture. The approach significantly reduces grid dependence, enhances self‐sufficiency and prevents system oversizing.
Adela BÂRA, Simona‐Vasilica OPREA
wiley +1 more source
Retraction notice to "A combination of Newton-Raphson method and heuristics algorithms for parameter estimation in photovoltaic modules" [Heliyon 7 (2021) e06673]. [PDF]
Gnetchejo PJ +3 more
europepmc +1 more source
Interpretable Short‐Term Electric Load Forecasting
A temporal fusion transformer is implemented to generate day‐ahead forecasts of the hourly electrical load of a departmentbuilding at an Italian university. A forecasting performance improvement of more than 25% compared with established benchmark models and a provision of inherent robust interpretability insights reveal the potential of this model for
Alessandro Nicola +6 more
wiley +1 more source
ST-YOLO: A defect detection method for photovoltaic modules based on infrared thermal imaging and machine vision technology. [PDF]
Xie H +7 more
europepmc +1 more source
Assessing the Environmental Benefits of Extending the Service Lifetime of Solar Photovoltaic Modules. [PDF]
Paç AB, Gok A.
europepmc +1 more source
Passive Electroluminescence and Photoluminescence Imaging Acquisition of Photovoltaic Modules. [PDF]
Redondo-Plaza A +7 more
europepmc +1 more source
Deep Learning-Based Recognition and Classification of Soiled Photovoltaic Modules Using HALCON Software for Solar Cleaning Robots. [PDF]
Ahmed S +5 more
europepmc +1 more source
H2O2-modified NiOx for perovskite photovoltaic modules. [PDF]
Xie J +4 more
europepmc +1 more source
ABSTRACT This work discusses the thermal performance of magnetized hybrid nanofluid flow over a variable porous stretchable surface, emphasizing the underlying physical mechanisms governing heat and mass transfer. The Cattaneo–Christov flux model is used in place of Fourier's and Fick's laws to incorporate relaxation effects, ensuring a more realistic ...
Mounirah Areshi +5 more
wiley +1 more source
Detection of visual faults in photovoltaic modules using a stacking ensemble approach. [PDF]
S NV, Sripada D, V S, Aghaei M.
europepmc +1 more source

