We developed and executed a artificial-knowledge-era procedure to even further Appraise the efficiency in the proposed model inside the presence of various seasonal elements.A solitary linear layer is sufficiently sturdy to model and forecast time series information offered it has been correctly decomposed. Thus, we allocated just one linear layer