Development path Energy prediction Forecasting High frequency HF Markov chain models Markov processes Modeling approach Multi-modelling Nowcasting Solar cells Solar energy Solar energy prediction Solar irradiances Solar power generation Solar radiation Solar radiation nowcasting solar energy prediction solar radiation nowcasting