Artificial neural network model based on interrelationship of direct, diffuse and global solar radiations

•We present an innovative ANN model to estimate solar radiation components.•The model is based on interrelationship of direct, diffuse and global radiations.•Simulation and test results exhibit excellent compatibility with observations.•The model estimates exhibit good compatibility with NASA-SSE da...

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