We built and carried out a synthetic-information-generation system to further more Appraise the performance on the proposed model in the existence of different seasonal factors.A solitary linear layer is sufficiently sturdy to model and forecast time series data supplied it's been properly decomposed. As a result, we allocated just one linear layer