Predictive Emission Monitoring Systems use mathematical models to estimate a plant's emissions based on operating data rather than direct measurement. The models are developed using measurements taken during reference conditions and can then be used to continuously monitor emissions when direct measurement is not possible or practical. The models require initial development and validation but can provide cost-effective continuous monitoring as an alternative to continuous emissions monitoring systems.