Predictive emission monitoring systems (PEMS) are software-based solutions utilized to provide accurate and reliable real-time estimations related to emission. PEMS uses various mathematical models which use process parameters such as flow, temperature, and pressure as input variables. However, the continuous emission monitoring systems (CEMS), on the other hand, are hardware-based systems that are used in manufacturing plants to monitor the emission of pollutants in the air.