Concepedia

Systematic modeling of photovoltaic modules based on artificial neural networks

José Manuel López-Guede, José Antonio Ramos-Hernanz, Ekaitz Zulueta, Unai Fernadez-Gamiz, Fernando Oterino-Echavarri

International Journal of Hydrogen Energy · 2016 · 38 citations · 28 references

Open access

Concepts

EngineeringElectrical EngineeringMaterials ScienceMachine LearningPower ElectronicsRenewable Energy SystemsDevice ModelingPhotovoltaic DevicesRenewable EnergySolar CellsSolar Energy SystemsSolar Photovoltaic SystemsArtificial Neural Network SurrogatesPhotovoltaic EfficiencyPhotovoltaic Module DesignPhotovoltaic Performance AnalysisPhotovoltaic System ModelingPhotovoltaic System SimulationPhotovoltaic Systems

References

28

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16

30 years of adaptive neural networks: perceptron, Madaline, and backpropagation

Bernard Widrow, Michael A. Lehr · Proceedings of the IEEE · 1990 · 2.2K citations

Computing, Computer Engineering, Computer Science +15

Improvement and validation of a model for photovoltaic array performance

S.A. Klein, William A. Beckman · Solar Energy · 2005 · 2.1K citations · Full text

Engineering, Electrical Engineering, Optoelectronics +11

An introduction to neural networks

Choice Reviews Online · 1998 · 1.8K citations

Computing, Computer Science, Artificial Intelligence +10

Development of a photovoltaic arraymodel for use in power-electronics simulation studies

John Gow, C.D. Manning · IEE Proceedings - Electric Power Applications · 1999 · 1.1K citations

Engineering, Electrical Engineering, Circuit Theory +16